ICANN 2010 - LNCS 6352-6354 CD-ROM

Author Index

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z

Ababneh, Jehad

Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
J. Igual, J. Ababneh, R. Llinares, J. Miro-Borras, and V. Zarzoso
LNCS 6353, p. 519 ff.
Abstract | Full article in PDF | BibTeX

Abdel Hady, Mohamed Farouk

Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs
M.F. Abdel Hady, M. Schels, F. Schwenker, and G. Palm
LNCS 6353, p. 70 ff.
Abstract | Full article in PDF | BibTeX

Abe, Shigeo

Convergence Improvement of Active Set Training for Support Vector Regressors
S. Abe and R. Yabuwaki
LNCS 6353, p. 1 ff.
Abstract | Full article in PDF | BibTeX

Adamopoulos, Adam

A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux’s Diagnostic Factors Validity
D. Mantzaris, G.C. Anastassopoulos, L.S. Iliadis, A. Tsalkidis, and A. Adamopoulos
LNCS 6352, p. 241 ff.
Abstract | Full article in PDF | BibTeX

Adams, Rod

Correcting Errors in Optical Data Transmission Using Neural Networks
S. Hunt, Y. Sun, A. Shafarenko, R. Adams, N. Davey, B. Slater, R. Bhamber, S. Boscolo, and S.K. Turitsyn
LNCS 6353, p. 448 ff.
Abstract | Full article in PDF | BibTeX

Adomi, Masahiro

Hidden Markov Model for Human Decision Process in a Partially Observable Environment
M. Adomi, Y. Shikauchi, and S. Ishii
LNCS 6353, p. 94 ff.
Abstract | Full article in PDF | BibTeX

Affonso, Carlos

A Inference Mechanism for Polymer Processing Using Rough-Neuro Fuzzy Network
C. Affonso and R.J. Sassi
LNCS 6354, p. 441 ff.
Abstract | Full article in PDF | BibTeX

Aguilera Venegas, Gabriel

A New Neural Model for Traffic Simulation
E. Mérida Casermeiro, G. Aguilera Venegas, J.L. Galán García, and P.R. Cielos
LNCS 6354, p. 471 ff.
Abstract | Full article in PDF | BibTeX

Aiolli, Fabio

A New Tree Kernel Based on SOM-SD
F. Aiolli, G. Da San Martino, and A. Sperduti
LNCS 6353, p. 49 ff.
Abstract | Full article in PDF | BibTeX

Aler, Ricardo

Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data
S. García, R. Aler, and I.M. Galván
LNCS 6352, p. 422 ff.
Abstract | Full article in PDF | BibTeX

Alexandridis, Georgios

An Efficient Collaborative Recommender System Based on k-Separability
G. Alexandridis, G. Siolas, and A. Stafylopatis
LNCS 6354, p. 198 ff.
Abstract | Full article in PDF | BibTeX

Alippi, Cesare

Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management
C. Alippi, G. Boracchi, and M. Roveri
LNCS 6353, p. 458 ff.
Abstract | Full article in PDF | BibTeX

Alonso, Jesús B.

Bubbles Detection on Sea Surface Images
C.M. Travieso, M.A. Ferrer, and J.B. Alonso
LNCS 6352, p. 565 ff.
Abstract | Full article in PDF | BibTeX

Alonso, Luciano

Genetically Tuned Controller of an Adaptive Cruise Control for Urban Traffic Based on Ultrasounds
L. Alonso, J. Pérez-Oria, M. Fernández, C. Rodríguez, J. Arce, M. Ibarra, and V. Ordoñez
LNCS 6353, p. 479 ff.
Abstract | Full article in PDF | BibTeX

Alonso, Serafín

Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes
M.A. Prada, M. Domínguez, I. Díaz, J.J. Fuertes, P. Reguera, A. Morán, and S. Alonso
LNCS 6353, p. 392 ff.
Abstract | Full article in PDF | BibTeX

Alonso-Betanzos, Amparo

Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks
D. Martínez-Rego, Ó. Fontenla-Romero, B. Pérez-Sánchez, and A. Alonso-Betanzos
LNCS 6352, p. 60 ff.
Abstract | Full article in PDF | BibTeX

Local Modeling Classifier for Microarray Gene-Expression Data
I. Porto-Díaz, V. Bolón-Canedo, A. Alonso-Betanzos, and Ó. Fontenla-Romero
LNCS 6354, p. 11 ff.
Abstract | Full article in PDF | BibTeX

Ampazis, Nicholas

Large Scale Problem Solving with Neural Networks: The Netflix Prize Case
N. Ampazis
LNCS 6354, p. 429 ff.
Abstract | Full article in PDF | BibTeX

Anastassopoulos, George C.

Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space
I.M. Stephanakis, G.C. Anastassopoulos, and L.S. Iliadis
LNCS 6352, p. 500 ff.
Abstract | Full article in PDF | BibTeX

Annuth, Hendrik

Tumble Tree – Reducing Complexity of the Growing Cells Approach
H. Annuth and C.-A. Bohn
LNCS 6354, p. 228 ff.
Abstract | Full article in PDF | BibTeX

Araújo, Aluizio F.R.

A Novel Topological Map of Place Cells for Autonomous Robots
V.L. DalleMole and A.F.R. Araújo
LNCS 6353, p. 296 ff.
Abstract | Full article in PDF | BibTeX

A Self-Organizing Map for Controlling Artificial Locomotion
O.V. Santana Jr. and A.F.R. Araújo
LNCS 6353, p. 420 ff.
Abstract | Full article in PDF | BibTeX

Arce, Jesús

Arie, Hiroaki

Integrative Learning between Language and Action: A Neuro-Robotics Experiment
H. Arie, T. Endo, S. Jeong, M. Lee, S. Sugano, and J. Tani
LNCS 6353, p. 256 ff.
Abstract | Full article in PDF | BibTeX

ARIK, Sabri

Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors
E. ARSLAN and S. ARIK
LNCS 6352, p. 575 ff.
Abstract | Full article in PDF | BibTeX

ARSLAN, Emel

Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors
E. ARSLAN and S. ARIK
LNCS 6352, p. 575 ff.
Abstract | Full article in PDF | BibTeX

Asai, Yoshiyuki

Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network
Y. Asai and A.E.P. Villa
LNCS 6352, p. 145 ff.
Abstract | Full article in PDF | BibTeX

Athanasiadis, Ioannis N.

Data Mining Methods for Quality Assurance in an Environmental Monitoring Network
I.N. Athanasiadis, A.-E. Rizzoli, and D.W. Beard
LNCS 6354, p. 451 ff.
Abstract | Full article in PDF | BibTeX

Augilius, Eimontas

Modelling Power Output at Nuclear Power Plant by Neural Networks
J. Talonen, M. Sirola, and E. Augilius
LNCS 6352, p. 46 ff.
Abstract | Full article in PDF | BibTeX

Baccouche, Moez

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks
M. Baccouche, F. Mamalet, C. Wolf, C. Garcia, and A. Baskurt
LNCS 6353, p. 154 ff.
Abstract | Full article in PDF | BibTeX

Balaraman, Ravindran

An Oscillatory Neural Network Model for Birdsong Learning and Generation
M. Manaithunai, S. Chakravarthy, and R. Balaraman
LNCS 6353, p. 210 ff.
Abstract | Full article in PDF | BibTeX

Bantouna, Aimilia

Self-Organizing Maps for Improving the Channel Estimation and Predictive Modelling Phase of Cognitive Radio Systems
A. Bantouna, K. Tsagkaris, and P. Demestichas
LNCS 6353, p. 382 ff.
Abstract | Full article in PDF | BibTeX

Barbero, Álvaro

Faster Directions for Second Order SMO
Á. Barbero and J.R. Dorronsoro
LNCS 6353, p. 30 ff.
Abstract | Full article in PDF | BibTeX

Barnard, Philip

On the Fringe of Awareness: The Glance-Look Model of Attention-Emotion Interactions
L. Su, P. Barnard, and H. Bowman
LNCS 6354, p. 504 ff.
Abstract | Full article in PDF | BibTeX

Barron-Zambrano, Jose Hugo

Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots
J.H. Barron-Zambrano, C. Torres-Huitzil, and B. Girau
LNCS 6353, p. 276 ff.
Abstract | Full article in PDF | BibTeX

Barth, Erhardt

A Learned Saliency Predictor for Dynamic Natural Scenes
E. Vig, M. Dorr, T. Martinetz, and E. Barth
LNCS 6354, p. 52 ff.
Abstract | Full article in PDF | BibTeX

Baskurt, Atilla

Beard, Daniel W.

Data Mining Methods for Quality Assurance in an Environmental Monitoring Network
I.N. Athanasiadis, A.-E. Rizzoli, and D.W. Beard
LNCS 6354, p. 451 ff.
Abstract | Full article in PDF | BibTeX

Behnke, Sven

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
D. Scherer, H. Schulz, and S. Behnke
LNCS 6354, p. 82 ff.
Abstract | Full article in PDF | BibTeX

Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition
D. Scherer, A. Müller, and S. Behnke
LNCS 6354, p. 92 ff.
Abstract | Full article in PDF | BibTeX

Ben Abdallah, Ahmed Chamseddine

Adaptive Local Fusion with Neural Networks
A.C. Ben Abdallah, H. Frigui, and P. Gader
LNCS 6353, p. 486 ff.
Abstract | Full article in PDF | BibTeX

Benabdeslem, Khalid

A Graph Based Framework for Clustering and Characterization of SOM
R. Jaziri, K. Benabdeslem, and H. Elghazel
LNCS 6354, p. 387 ff.
Abstract | Full article in PDF | BibTeX

Benyettou, Abdelkader

Cell Microscopic Segmentation with Spiking Neuron Networks
B. Meftah, O. Lezoray, M. Lecluse, and A. Benyettou
LNCS 6352, p. 117 ff.
Abstract | Full article in PDF | BibTeX

Bergmann, Urs

Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance
J. Zhu, U. Bergmann, and C. von der Malsburg
LNCS 6353, p. 414 ff.
Abstract | Full article in PDF | BibTeX

A Bilinear Model for Consistent Topographic Representations
U. Bergmann and C. von der Malsburg
LNCS 6354, p. 72 ff.
Abstract | Full article in PDF | BibTeX

Bhamber, Ranjeet

Blachnik, Marcin

Improving Accuracy of LVQ Algorithm by Instance Weighting
M. Blachnik and W. Duch
LNCS 6354, p. 257 ff.
Abstract | Full article in PDF | BibTeX

Bodén, Mikael

Multilinear Decomposition and Topographic Mapping of Binary Tensors
J. Ma $\v{z}$ gut, P. Ti $\v{n}$ o, M. Bodén, and H. Yan
LNCS 6352, p. 317 ff.
Abstract | Full article in PDF | BibTeX

Bogdan, Martin

Simulating Biological-Inspired Spiking Neural Networks with OpenCL
J. Hoffmann, K. El-Laithy, F. Güttler, and M. Bogdan
LNCS 6352, p. 184 ff.
Abstract | Full article in PDF | BibTeX

Using an Artificial Neural Network to Determine Electrical Properties of Epithelia
T. Schmid, D. Günzel, and M. Bogdan
LNCS 6352, p. 211 ff.
Abstract | Full article in PDF | BibTeX

A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses
K. El-Laithy and M. Bogdan
LNCS 6353, p. 160 ff.
Abstract | Full article in PDF | BibTeX

Bohn, Christian-A.

Tumble Tree – Reducing Complexity of the Growing Cells Approach
H. Annuth and C.-A. Bohn
LNCS 6354, p. 228 ff.
Abstract | Full article in PDF | BibTeX

Bolis, Dimitris

Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition
D. Bolis, A. Maronidis, A. Tefas, and I. Pitas
LNCS 6352, p. 470 ff.
Abstract | Full article in PDF | BibTeX

Bolón-Canedo, Verónica

Boracchi, Giacomo

Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management
C. Alippi, G. Boracchi, and M. Roveri
LNCS 6353, p. 458 ff.
Abstract | Full article in PDF | BibTeX

Borges, Rafael V.

Representing, Learning and Extracting Temporal Knowledge from Neural Networks: A Case Study
R.V. Borges, A. d’Avila Garcez, and L.C. Lamb
LNCS 6353, p. 104 ff.
Abstract | Full article in PDF | BibTeX

Boscolo, Sonia

Bouboulis, Pantelis

The Complex Gaussian Kernel LMS Algorithm
P. Bouboulis and S. Theodoridis
LNCS 6353, p. 11 ff.
Abstract | Full article in PDF | BibTeX

Bouchain, David

Simple Constraints for Zero-Lag Synchronous Oscillations under STDP
F. Hauser, D. Bouchain, and G. Palm
LNCS 6352, p. 311 ff.
Abstract | Full article in PDF | BibTeX

Bowman, Howard

On the Fringe of Awareness: The Glance-Look Model of Attention-Emotion Interactions
L. Su, P. Barnard, and H. Bowman
LNCS 6354, p. 504 ff.
Abstract | Full article in PDF | BibTeX

Bozas, Konstantinos

A Novel Single-Trial Analysis Scheme for Characterizing the Presaccadic Brain Activity Based on a SON Representation
K. Bozas, S.I. Dimitriadis, N.A. Laskaris, and A. Tzelepi
LNCS 6353, p. 362 ff.
Abstract | Full article in PDF | BibTeX

Brabec, Karel

Monitoring and Assessment of Environmental Impact by Persistent Organic Pollutants
J. Urbánek, K. Brabec, L. Dušek, I. Holoubek, J. H $\v{r}$ ebí $\v{c}$ ek, and M. Kubásek
LNCS 6354, p. 483 ff.
Abstract | Full article in PDF | BibTeX

Brænne, Ingrid

Sparse Coding for Feature Selection on Genome-Wide Association Data
I. Brænne, K. Labusch, and A. Madany Mamlouk
LNCS 6352, p. 337 ff.
Abstract | Full article in PDF | BibTeX

Braun, Jochen

No Stopping and No Slowing: Removing Visual Attention with No Effect on Reversals of Phenomenal Appearance
A. Pastukhov, V. Vonau, and J. Braun
LNCS 6354, p. 510 ff.
Abstract | Full article in PDF | BibTeX

Broda, Krysia

Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
E. Komendantskaya, K. Broda, and A. d’Avila Garcez
LNCS 6352, p. 301 ff.
Abstract | Full article in PDF | BibTeX

Brohan, Kevin

Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting
K. Brohan, K. Gurney, and P. Dudek
LNCS 6353, p. 180 ff.
Abstract | Full article in PDF | BibTeX

Camacho, Andres

Analysis of Astrophysical Ice Analogs Using Regularized Alternating Least Squares
R. Llinares, J. Igual, J. Miro-Borras, and A. Camacho
LNCS 6352, p. 199 ff.
Abstract | Full article in PDF | BibTeX

Canuto, Anne M.

Ensemble-Based Methods for Cancellable Biometrics
A.M. Canuto, M. Fairhurst, L.E.A. Santana, F. Pintro, and A.F. Neto
LNCS 6352, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Analyzing Classification Methods in Multi-label Tasks
A.M. Santos, L.E.A. Santana, and A.M. Canuto
LNCS 6354, p. 137 ff.
Abstract | Full article in PDF | BibTeX

Castellanos Sánchez, Claudio

Bio-inspired Architecture for Human Detection
D.A. González bandala, P.L. Sánchez Orellana, and C. Castellanos Sánchez
LNCS 6352, p. 188 ff.
Abstract | Full article in PDF | BibTeX

Cataldo, Edson

Classification of Voice Aging Using Parameters Extracted from the Glottal Signal
L.A. Forero Mendoza, E. Cataldo, M. Vellasco, and M. Silva
LNCS 6354, p. 149 ff.
Abstract | Full article in PDF | BibTeX

Cernega, Daniela Cristina

Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking Control
A. Serbencu, A.E. Serbencu, and D.C. Cernega
LNCS 6353, p. 286 ff.
Abstract | Full article in PDF | BibTeX

Hybrid Control Structure for Multi-robot Formation
D.C. Cernega and R. Solea
LNCS 6353, p. 307 ff.
Abstract | Full article in PDF | BibTeX

Chakravarthy, Srinivasa

A Model of Basal Ganglia in Saccade Generation
R. Krishnan, S. Ratnadurai, D. Subramanian, and S. Chakravarthy
LNCS 6352, p. 282 ff.
Abstract | Full article in PDF | BibTeX

An Oscillatory Neural Network Model for Birdsong Learning and Generation
M. Manaithunai, S. Chakravarthy, and R. Balaraman
LNCS 6353, p. 210 ff.
Abstract | Full article in PDF | BibTeX

A Computational Neuromotor Model of the Role of Basal Ganglia and Hippocampus in Spatial Navigation
D. Sukumar and S. Chakravarthy
LNCS 6353, p. 216 ff.
Abstract | Full article in PDF | BibTeX

Chantas, Giannis

Variational Bayesian Image Super-Resolution with GPU Acceleration
G. Chantas
LNCS 6352, p. 480 ff.
Abstract | Full article in PDF | BibTeX

Chen, Ning

Weighted Learning Vector Quantization to Cost-Sensitive Learning
N. Chen, B. Ribeiro, A. Vieira, J. Duarte, and J. Neves
LNCS 6354, p. 277 ff.
Abstract | Full article in PDF | BibTeX

Cheung, Yiu-ming

Automatic Segmentation of Color Lip Images Based on Morphological Filter
M. Li and Y.-m. Cheung
LNCS 6352, p. 384 ff.
Abstract | Full article in PDF | BibTeX

A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering
Y.-m. Cheung and H. Jia
LNCS 6354, p. 435 ff.
Abstract | Full article in PDF | BibTeX

Cielos, Pedro Rodríguez

A New Neural Model for Traffic Simulation
E. Mérida Casermeiro, G. Aguilera Venegas, J.L. Galán García, and P.R. Cielos
LNCS 6354, p. 471 ff.
Abstract | Full article in PDF | BibTeX

Cierniak, Robert

A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network
R. Cierniak
LNCS 6353, p. 138 ff.
Abstract | Full article in PDF | BibTeX

Contassot-Vivier, Sylvain

Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy
M. Sauget, R. Laurent, J. Henriet, M. Salomon, R. Gschwind, S. Contassot-Vivier, L. Makovicka, and C. Soussen
LNCS 6352, p. 261 ff.
Abstract | Full article in PDF | BibTeX

Cook, Matthew

Unsupervised Learning of Relations
M. Cook, F. Jug, C. Krautz, and A. Steger
LNCS 6352, p. 164 ff.
Abstract | Full article in PDF | BibTeX

Multifactor Expectation Maximization for Factor Graphs
J.T. Rolfe and M. Cook
LNCS 6354, p. 267 ff.
Abstract | Full article in PDF | BibTeX

Cuadrado, Abel A.

Visualization of Changes in Process Dynamics Using Self-Organizing Maps
I. Díaz, A.A. Cuadrado, A.B. Diez, M. Domínguez, J.J. Fuertes, and M.A. Prada
LNCS 6353, p. 343 ff.
Abstract | Full article in PDF | BibTeX

Cutsuridis, Vassilis

Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model
V. Cutsuridis
LNCS 6352, p. 107 ff.
Abstract | Full article in PDF | BibTeX

Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples
V. Cutsuridis and M. Hasselmo
LNCS 6352, p. 230 ff.
Abstract | Full article in PDF | BibTeX

Cuzzola, Maria

Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis
M. Fiasché, M. Cuzzola, R. Fedele, P. Iacopino, and F.C. Morabito
LNCS 6352, p. 217 ff.
Abstract | Full article in PDF | BibTeX

d’Avila Garcez, Artur

Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
E. Komendantskaya, K. Broda, and A. d’Avila Garcez
LNCS 6352, p. 301 ff.
Abstract | Full article in PDF | BibTeX

DalleMole, Vilson L.

A Novel Topological Map of Place Cells for Autonomous Robots
V.L. DalleMole and A.F.R. Araújo
LNCS 6353, p. 296 ff.
Abstract | Full article in PDF | BibTeX

Da San Martino, Giovanni

A New Tree Kernel Based on SOM-SD
F. Aiolli, G. Da San Martino, and A. Sperduti
LNCS 6353, p. 49 ff.
Abstract | Full article in PDF | BibTeX

Davey, Neil

de Araújo, Daniel

Clustering Using Elements of Information Theory
D. de Araújo, A.D. Neto, J. Melo, and A. Martins
LNCS 6354, p. 397 ff.
Abstract | Full article in PDF | BibTeX

de Carvalho, Luís Alfredo V.

Modelling Neurotic Psychopathology: Memory, Attention and Symbolization
R.S. Wedemann, L.A.V. de Carvalho, and R. Donangelo
LNCS 6354, p. 516 ff.
Abstract | Full article in PDF | BibTeX

Deigmoeller, Joerg

Layered Motion Segmentation with a Competitive Recurrent Network
J. Eggert, J. Deigmoeller, and V. Willert
LNCS 6353, p. 124 ff.
Abstract | Full article in PDF | BibTeX

De Lathauwer, Lieven

Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
M. Signoretto, L. De Lathauwer, and J.A.K. Suykens
LNCS 6353, p. 59 ff.
Abstract | Full article in PDF | BibTeX

Demestichas, Panagiotis

Díaz, Ignacio

Diez, Alberto B.

Dimitriadis, Stavros I.

Di Noi, Lucia

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks
L. Di Noi, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6353, p. 372 ff.
Abstract | Full article in PDF | BibTeX

Dittes, Benjamin

Autonomous Generation of Internal Representations for Associative Learning
M.G. Ortiz, B. Dittes, J. Fritsch, and A. Gepperth
LNCS 6354, p. 247 ff.
Abstract | Full article in PDF | BibTeX

Domínguez, Manuel

Donangelo, Raul

Modelling Neurotic Psychopathology: Memory, Attention and Symbolization
R.S. Wedemann, L.A.V. de Carvalho, and R. Donangelo
LNCS 6354, p. 516 ff.
Abstract | Full article in PDF | BibTeX

Dorr, Michael

A Learned Saliency Predictor for Dynamic Natural Scenes
E. Vig, M. Dorr, T. Martinetz, and E. Barth
LNCS 6354, p. 52 ff.
Abstract | Full article in PDF | BibTeX

Dorronsoro, José R.

Faster Directions for Second Order SMO
Á. Barbero and J.R. Dorronsoro
LNCS 6353, p. 30 ff.
Abstract | Full article in PDF | BibTeX

A Common Framework for the Convergence of the GSK, MDM and SMO Algorithms
J. López and J.R. Dorronsoro
LNCS 6353, p. 82 ff.
Abstract | Full article in PDF | BibTeX

Draganova, Chrisina

Snap-Drift Self Organising Map
D. Palmer-Brown and C. Draganova
LNCS 6353, p. 402 ff.
Abstract | Full article in PDF | BibTeX

Duan, Lijuan

Learning Internal Representation of Visual Context in a Neural Coding Network
J. Miao, B. Zou, L. Qing, L. Duan, and Y. Fu
LNCS 6352, p. 174 ff.
Abstract | Full article in PDF | BibTeX

Duarte, João

Weighted Learning Vector Quantization to Cost-Sensitive Learning
N. Chen, B. Ribeiro, A. Vieira, J. Duarte, and J. Neves
LNCS 6354, p. 277 ff.
Abstract | Full article in PDF | BibTeX

Duch, W ${\l}$ odzis ${\l}$ aw

Improving Accuracy of LVQ Algorithm by Instance Weighting
M. Blachnik and W. Duch
LNCS 6354, p. 257 ff.
Abstract | Full article in PDF | BibTeX

Almost Random Projection Machine with Margin Maximization and Kernel Features
T. Maszczyk and W. Duch
LNCS 6353, p. 40 ff.
Abstract | Full article in PDF | BibTeX

Dudek, Piotr

$\v{D}$ ura $\v{c}$ ková, Daniela

The Use of Feed Forward Neural Network for Recognizing Characters of Dactyl Alphabet
R. Záluský, E. Raschman, M. Krajmer, and D. $\v{D}$ ura $\v{c}$ ková
LNCS 6354, p. 114 ff.
Abstract | Full article in PDF | BibTeX

Dušek, Ladislav

Dutoit, Pierre

Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules
V. Shaposhnyk, P. Dutoit, S. Perrig, and A.E.P. Villa
LNCS 6352, p. 135 ff.
Abstract | Full article in PDF | BibTeX

Eggert, Julian

Layered Motion Segmentation with a Competitive Recurrent Network
J. Eggert, J. Deigmoeller, and V. Willert
LNCS 6353, p. 124 ff.
Abstract | Full article in PDF | BibTeX

Elghazel, Haytham

A Graph Based Framework for Clustering and Characterization of SOM
R. Jaziri, K. Benabdeslem, and H. Elghazel
LNCS 6354, p. 387 ff.
Abstract | Full article in PDF | BibTeX

El-Laithy, Karim

Simulating Biological-Inspired Spiking Neural Networks with OpenCL
J. Hoffmann, K. El-Laithy, F. Güttler, and M. Bogdan
LNCS 6352, p. 184 ff.
Abstract | Full article in PDF | BibTeX

A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses
K. El-Laithy and M. Bogdan
LNCS 6353, p. 160 ff.
Abstract | Full article in PDF | BibTeX

Emmerich, Christian

Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks
C. Emmerich, R.F. Reinhart, and J.J. Steil
LNCS 6353, p. 148 ff.
Abstract | Full article in PDF | BibTeX

Endo, Tetsuro

Engel, Paulo Martins

An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks
M.R. Heinen and P.M. Engel
LNCS 6353, p. 170 ff.
Abstract | Full article in PDF | BibTeX

Estévez, Pablo A.

Linear Projection Method Based on Information Theoretic Learning
P.A. Vera, P.A. Estévez, and J.C. Principe
LNCS 6354, p. 178 ff.
Abstract | Full article in PDF | BibTeX

Etminani, Kobra

Globally Optimal Structure Learning of Bayesian Networks from Data
K. Etminani, M. Naghibzadeh, and A.R. Razavi
LNCS 6352, p. 101 ff.
Abstract | Full article in PDF | BibTeX

Fairhurst, Michael

Ensemble-Based Methods for Cancellable Biometrics
A.M. Canuto, M. Fairhurst, L.E.A. Santana, F. Pintro, and A.F. Neto
LNCS 6352, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Fairley, Jacqueline

A Hybrid Approach for Artifact Detection in EEG Data
J. Fairley, G. Georgoulas, C. Stylios, and D. Rye
LNCS 6352, p. 436 ff.
Abstract | Full article in PDF | BibTeX

Fedele, Roberta

Fernández, Mónica

Fernandez-Lorenzo, Santiago

A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection
B. Guijarro-Berdiñas, S. Fernandez-Lorenzo, N. Sánchez-Maroño, and Ó. Fontenla-Romero
LNCS 6352, p. 415 ff.
Abstract | Full article in PDF | BibTeX

Fernández-Navarro, Francisco

Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection
F. Fernández-Navarro, C. Hervás-Martínez, P.A. Gutiérrez, R. Ruiz, and a.J.C. Riquelme
LNCS 6352, p. 327 ff.
Abstract | Full article in PDF | BibTeX

Ferrer, Miguel A.

Bubbles Detection on Sea Surface Images
C.M. Travieso, M.A. Ferrer, and J.B. Alonso
LNCS 6352, p. 565 ff.
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Fiasché, Maurizio

Filipovi $\'{c}$ , Jovana

No-Reference Video Quality Assessment Design Framework Based on Modular Neural Networks
D.D. Kukolj, M. Pokri $\'{c}$ , V.M. Zlokolica, J. Filipovi $\'{c}$ , and M. Temerinac
LNCS 6352, p. 569 ff.
Abstract | Full article in PDF | BibTeX

Fischer, Asja

Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines
A. Fischer and C. Igel
LNCS 6354, p. 208 ff.
Abstract | Full article in PDF | BibTeX

Fontenla-Romero, Óscar

Forero Mendoza, Leonardo Alfredo

Fox, Charles

Learning in a Unitary Coherent Hippocampus
C. Fox and T. Prescott
LNCS 6352, p. 388 ff.
Abstract | Full article in PDF | BibTeX

Franzius, Mathias

Learning Invariant Visual Shape Representations from Physics
M. Franzius and H. Wersing
LNCS 6354, p. 298 ff.
Abstract | Full article in PDF | BibTeX

Freire, Luis C.

A Neural Network-Based Method for Affine 3D Registration of FMRI Time Series Using Fourier Space Subsets
L.C. Freire, A.R. Gouveia, and F.M. Godinho
LNCS 6352, p. 22 ff.
Abstract | Full article in PDF | BibTeX

Frigui, Hichem

Adaptive Local Fusion with Neural Networks
A.C. Ben Abdallah, H. Frigui, and P. Gader
LNCS 6353, p. 486 ff.
Abstract | Full article in PDF | BibTeX

Fritsch, Jannik

Autonomous Generation of Internal Representations for Associative Learning
M.G. Ortiz, B. Dittes, J. Fritsch, and A. Gepperth
LNCS 6354, p. 247 ff.
Abstract | Full article in PDF | BibTeX

Fu, Yu

Learning Internal Representation of Visual Context in a Neural Coding Network
J. Miao, B. Zou, L. Qing, L. Duan, and Y. Fu
LNCS 6352, p. 174 ff.
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Fuertes, Juan J.

Gader, Paul

Adaptive Local Fusion with Neural Networks
A.C. Ben Abdallah, H. Frigui, and P. Gader
LNCS 6353, p. 486 ff.
Abstract | Full article in PDF | BibTeX

Galán García, José Luis

A New Neural Model for Traffic Simulation
E. Mérida Casermeiro, G. Aguilera Venegas, J.L. Galán García, and P.R. Cielos
LNCS 6354, p. 471 ff.
Abstract | Full article in PDF | BibTeX

Gallardo-Caballero, Ramón

Comparing Feature Extraction Techniques and Classifiers in the Handwritten Letters Classification Problem
A. García-Manso, C.J. García-Orellana, H.M. González-Velasco, M. Macías-Macías, and R. Gallardo-Caballero
LNCS 6354, p. 106 ff.
Abstract | Full article in PDF | BibTeX

Galván, Inés María

Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data
S. García, R. Aler, and I.M. Galván
LNCS 6352, p. 422 ff.
Abstract | Full article in PDF | BibTeX

Garcia, Christophe

García, Sandra

Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data
S. García, R. Aler, and I.M. Galván
LNCS 6352, p. 422 ff.
Abstract | Full article in PDF | BibTeX

García-Manso, Antonio

García-Orellana, Carlos J.

Gaussier, Philippe

From Conditioning of a Non Specific Sensor to Emotional Regulation of Behavior
C. Hasson and P. Gaussier
LNCS 6353, p. 317 ff.
Abstract | Full article in PDF | BibTeX

Model of the Hippocampal Learning of Spatio-temporal Sequences
J. Hirel, P. Gaussier, and M. Quoy
LNCS 6354, p. 345 ff.
Abstract | Full article in PDF | BibTeX

Georgiou, Harris V.

Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques
S.D. Tzikopoulos, H.V. Georgiou, M.E. Mavroforakis, and S. Theodoridis
LNCS 6352, p. 251 ff.
Abstract | Full article in PDF | BibTeX

Georgiou, Olga

Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms
O. Georgiou and N. Tsapatsoulis
LNCS 6352, p. 442 ff.
Abstract | Full article in PDF | BibTeX

Georgoulas, George

A Hybrid Approach for Artifact Detection in EEG Data
J. Fairley, G. Georgoulas, C. Stylios, and D. Rye
LNCS 6352, p. 436 ff.
Abstract | Full article in PDF | BibTeX

Gepperth, Alexander

Autonomous Generation of Internal Representations for Associative Learning
M.G. Ortiz, B. Dittes, J. Fritsch, and A. Gepperth
LNCS 6354, p. 247 ff.
Abstract | Full article in PDF | BibTeX

Girau, Bernard

Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots
J.H. Barron-Zambrano, C. Torres-Huitzil, and B. Girau
LNCS 6353, p. 276 ff.
Abstract | Full article in PDF | BibTeX

Gnecco, Giorgio

Some Comparisons of Model Complexity in Linear and Neural-Network Approximation
G. Gnecco, V. K $\r{u}$ rková, and M. Sanguineti
LNCS 6354, p. 358 ff.
Abstract | Full article in PDF | BibTeX

Godinho, Fernando M.

Gómez, Vicente

Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control
M. Larrea, E. Irigoyen, and V. Gómez
LNCS 6354, p. 352 ff.
Abstract | Full article in PDF | BibTeX

González bandala, Daniel Alejandro

Bio-inspired Architecture for Human Detection
D.A. González bandala, P.L. Sánchez Orellana, and C. Castellanos Sánchez
LNCS 6352, p. 188 ff.
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González-Velasco, Horacio M.

Gori, Marco

Learning with Convex Constraints
M. Gori and S. Melacci
LNCS 6354, p. 315 ff.
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Gouveia, Ana R.

Grabner, Helmut

Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models
A. Voulodimos, H. Grabner, D. Kosmopoulos, L. Van Gool, and T. Varvarigou
LNCS 6352, p. 551 ff.
Abstract | Full article in PDF | BibTeX

Grahl, Miranda

A Controlling Strategy for an Active Vision System Based on Auditory and Visual Cues
M. Grahl, F. Joublin, and F. Kummert
LNCS 6353, p. 492 ff.
Abstract | Full article in PDF | BibTeX

Grandinetti, Lucio

Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm
V. Turchenko and L. Grandinetti
LNCS 6354, p. 327 ff.
Abstract | Full article in PDF | BibTeX

Gravalos, Ioannis

Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps
D. Moshou, D. Kateris, N. Sawalhi, S. Loutridis, and I. Gravalos
LNCS 6353, p. 410 ff.
Abstract | Full article in PDF | BibTeX

Grim, Ji $\v{r}$ í

Computational Properties of Probabilistic Neural Networks
J. Grim and J. Hora
LNCS 6354, p. 31 ff.
Abstract | Full article in PDF | BibTeX

Grimaldi, Domenico

Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network
I. Paliy, F. Lamonaca, V. Turchenko, D. Grimaldi, and A. Sachenko
LNCS 6352, p. 521 ff.
Abstract | Full article in PDF | BibTeX

Gross, Horst-Michael

On Estimating Mutual Information for Feature Selection
E. Schaffernicht, R. Kaltenhaeuser, S.S. Verma, and H.-M. Gross
LNCS 6352, p. 362 ff.
Abstract | Full article in PDF | BibTeX

Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
C. Vollmer, E. Schaffernicht, and H.-M. Gross
LNCS 6353, p. 190 ff.
Abstract | Full article in PDF | BibTeX

Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
F.-F. Steege, A. Hartmann, E. Schaffernicht, and H.-M. Gross
LNCS 6353, p. 222 ff.
Abstract | Full article in PDF | BibTeX

Grossberg, Stephen

How Do Attention, Intention, and Consciousness Interact?
S. Grossberg
LNCS 6354, p. 495 ff.
Abstract | Full article in PDF | BibTeX

Grüning, André

Supervised Associative Learning in Spiking Neural Network
N. Yusoff and A. Grüning
LNCS 6352, p. 224 ff.
Abstract | Full article in PDF | BibTeX

Grüttner, Mandy

Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients
M. Grüttner, F. Sehnke, T. Schaul, and J. Schmidhuber
LNCS 6353, p. 114 ff.
Abstract | Full article in PDF | BibTeX

Gschwind, Régine

Guan, Xudong

Multilayer and Multipathway Simulation on Retina
H. Wei, X. Guan, and Q. Zuo
LNCS 6352, p. 193 ff.
Abstract | Full article in PDF | BibTeX

Guijarro-Berdiñas, Bertha

Guillaume, Alain

The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements
A. Mouraud, A. Guillaume, and H. Paugam-Moisy
LNCS 6352, p. 272 ff.
Abstract | Full article in PDF | BibTeX

Günzel, Dorothee

Using an Artificial Neural Network to Determine Electrical Properties of Epithelia
T. Schmid, D. Günzel, and M. Bogdan
LNCS 6352, p. 211 ff.
Abstract | Full article in PDF | BibTeX

Gurney, Kevin

Gutierrez, German

Time Series Forecasting by Evolving Artificial Neural Networks Using “Shuffle”, Cross-Validation and Ensembles
J. Peralta, G. Gutierrez, and A. Sanchis
LNCS 6352, p. 50 ff.
Abstract | Full article in PDF | BibTeX

Gutiérrez, Pedro A.

Güttler, Frank

Simulating Biological-Inspired Spiking Neural Networks with OpenCL
J. Hoffmann, K. El-Laithy, F. Güttler, and M. Bogdan
LNCS 6352, p. 184 ff.
Abstract | Full article in PDF | BibTeX

Hagenbuchner, Markus

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks
L. Di Noi, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6353, p. 372 ff.
Abstract | Full article in PDF | BibTeX

Sentence Extraction by Graph Neural Networks
D. Muratore, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6354, p. 237 ff.
Abstract | Full article in PDF | BibTeX

Hagiwara, Masafumi

Visual Shape Recognition Neural Network Using BESOM Model
H. Hasegawa and M. Hagiwara
LNCS 6354, p. 102 ff.
Abstract | Full article in PDF | BibTeX

Natural Language Processing Neural Network for Recall and Inference
T. Sagara and M. Hagiwara
LNCS 6354, p. 286 ff.
Abstract | Full article in PDF | BibTeX

A Funny Proverb Generation System Based on Sukashi
H. Yamane and M. Hagiwara
LNCS 6354, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Hájek, Petr

IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region
V. Olej and P. Hájek
LNCS 6352, p. 1 ff.
Abstract | Full article in PDF | BibTeX

Häming, Klaus

An Alternative Approach to the Revision of Ordinal Conditional Functions in the Context of Multi-Valued Logic
K. Häming and G. Peters
LNCS 6353, p. 200 ff.
Abstract | Full article in PDF | BibTeX

Hara, Kazuyuki

On-Line Ensemble-Teacher Learning through a Perceptron Rule with a Margin
K. Hara, K. Ono, and S. Miyoshi
LNCS 6354, p. 339 ff.
Abstract | Full article in PDF | BibTeX

Haralambous, Haris

Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction
H. Papadopoulos and H. Haralambous
LNCS 6352, p. 32 ff.
Abstract | Full article in PDF | BibTeX

Hartmann, André

Hasegawa, Hiroaki

Visual Shape Recognition Neural Network Using BESOM Model
H. Hasegawa and M. Hagiwara
LNCS 6354, p. 102 ff.
Abstract | Full article in PDF | BibTeX

Hasegawa, Osamu

How to Use the SOINN Software: User’s Guide (Version 1.0)
K. Yamasaki, N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 521 ff.
Abstract | Full article in PDF | BibTeX

Unguided Robot Navigation Using Continuous Action Space
S. Tangruamsub, M. Tsuboyama, A. Kawewong, and O. Hasegawa
LNCS 6354, p. 528 ff.
Abstract | Full article in PDF | BibTeX

Self-Organizing Incremental Neural Network and Its Application
F. Shen and O. Hasegawa
LNCS 6354, p. 535 ff.
Abstract | Full article in PDF | BibTeX

Machine Learning Approaches for Time-Series Data Based on Self-Organizing Incremental Neural Network
S. Okada, O. Hasegawa, and T. Nishida
LNCS 6354, p. 541 ff.
Abstract | Full article in PDF | BibTeX

Online Knowledge Acquisition and General Problem Solving in a Real World by Humanoid Robots
N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 551 ff.
Abstract | Full article in PDF | BibTeX

Fast and Incremental Attribute Transferring and Classifying System for Detecting Unseen Object Classes
A. Kawewong and O. Hasegawa
LNCS 6354, p. 563 ff.
Abstract | Full article in PDF | BibTeX

Hasselmo, Michael

Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples
V. Cutsuridis and M. Hasselmo
LNCS 6352, p. 230 ff.
Abstract | Full article in PDF | BibTeX

Hasson, Cyril

From Conditioning of a Non Specific Sensor to Emotional Regulation of Behavior
C. Hasson and P. Gaussier
LNCS 6353, p. 317 ff.
Abstract | Full article in PDF | BibTeX

Hattori, Yuya

A Novel Tuning Method for Neural Oscillators with a Ladder-Like Structure Based on Oscillation Analysis
Y. Hattori, M. Suzuki, Z. Soh, Y. Kobayashi, and T. Tsuji
LNCS 6352, p. 401 ff.
Abstract | Full article in PDF | BibTeX

Hauser, Florian

Simple Constraints for Zero-Lag Synchronous Oscillations under STDP
F. Hauser, D. Bouchain, and G. Palm
LNCS 6352, p. 311 ff.
Abstract | Full article in PDF | BibTeX

Heinen, Milton Roberto

An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks
M.R. Heinen and P.M. Engel
LNCS 6353, p. 170 ff.
Abstract | Full article in PDF | BibTeX

Henriet, Julien

Hervás-Martínez, César

Hirano, Akihiro

A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form
K. Nakayama, H. Horita, and A. Hirano
LNCS 6352, p. 205 ff.
Abstract | Full article in PDF | BibTeX

Hirel, Julien

Model of the Hippocampal Learning of Spatio-temporal Sequences
J. Hirel, P. Gaussier, and M. Quoy
LNCS 6354, p. 345 ff.
Abstract | Full article in PDF | BibTeX

Hishida, Takanobu

A Novel Approach for Hardware Based Sound Localization
M. Kugler, T. Hishida, S. Kuroyanagi, and A. Iwata
LNCS 6352, p. 490 ff.
Abstract | Full article in PDF | BibTeX

Hoffmann, Jörn

Simulating Biological-Inspired Spiking Neural Networks with OpenCL
J. Hoffmann, K. El-Laithy, F. Güttler, and M. Bogdan
LNCS 6352, p. 184 ff.
Abstract | Full article in PDF | BibTeX

Holoubek, Ivan

Honkela, Timo

Measuring Adjective Spaces
T. Honkela, T. Lindh-Knuutila, and K. Lagus
LNCS 6352, p. 351 ff.
Abstract | Full article in PDF | BibTeX

Using Correlation Dimension for Analysing Text Data
I. Kivimäki, K. Lagus, I.T. Nieminen, J.J. Väyrynen, and T. Honkela
LNCS 6352, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Elementary Logical Reasoning in the SOM Output Space
J.R. Letosa and T. Honkela
LNCS 6353, p. 432 ff.
Abstract | Full article in PDF | BibTeX

Hora, Jan

Computational Properties of Probabilistic Neural Networks
J. Grim and J. Hora
LNCS 6354, p. 31 ff.
Abstract | Full article in PDF | BibTeX

Horita, Hiroki

Hosino, Tikara

Bayesian Joint Optimization for Topic Model and Clustering
T. Hosino
LNCS 6352, p. 77 ff.
Abstract | Full article in PDF | BibTeX

H $\v{r}$ ebí $\v{c}$ ek, Ji $\v{r}$ í

Huang, Jau-Chi

Solution Space of Perceptron
J.-C. Huang and C.-Y. Liou
LNCS 6354, p. 282 ff.
Abstract | Full article in PDF | BibTeX

Hunt, Stephen

Husbands, Phil

The Dynamics of a Neural Network of Coupled Phase Oscillators with Synaptic Plasticity Controlling a Minimally Cognitive Agent
R.C. Moioli, P.A. Vargas, and P. Husbands
LNCS 6353, p. 245 ff.
Abstract | Full article in PDF | BibTeX

Hyvärinen, Aapo

Discovery of Exogenous Variables in Data with More Variables Than Observations
Y. Sogawa, S. Shimizu, A. Hyvärinen, T. Washio, T. Shimamura, and S. Imoto
LNCS 6352, p. 67 ff.
Abstract | Full article in PDF | BibTeX

Iacopino, Pasquale

Iacucci, Ernesto

Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs
E. Iacucci and Y. Moreau
LNCS 6352, p. 267 ff.
Abstract | Full article in PDF | BibTeX

Ibarra, Manuel

Igel, Christian

Igual, Jorge

Ikeda, Kazushi

Theoretical Analysis of Cross-Validation(CV)-EM Algorithm
T. Takenouchi and K. Ikeda
LNCS 6354, p. 321 ff.
Abstract | Full article in PDF | BibTeX

Iliadis, Lazaros S.

Support Vector Machines-Kernel Algorithms for the Estimation of the Water Supply in Cyprus
F. Maris, L.S. Iliadis, S. Tachos, A. Loukas, I. Spartali, A. Vassileiou, and E. Pimenidis
LNCS 6353, p. 21 ff.
Abstract | Full article in PDF | BibTeX

Imoto, Seiya

Inoue, Hirotaka

Incremental Learning Using Self-Organizing Neural Grove
H. Inoue
LNCS 6354, p. 557 ff.
Abstract | Full article in PDF | BibTeX

Irigoyen, Eloy

Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control
M. Larrea, E. Irigoyen, and V. Gómez
LNCS 6354, p. 352 ff.
Abstract | Full article in PDF | BibTeX

Ishiguro, Hiroshi

A Path Planning Method for Human Tracking Agents Using Variable-Term Prediction
N. Takemura, Y. Nakamura, Y. Matsumoto, and H. Ishiguro
LNCS 6354, p. 407 ff.
Abstract | Full article in PDF | BibTeX

Ishii, Shin

Noise-Induced Collective Migration for Neural Crest Cells
M. Yamao, H. Naoki, and S. Ishii
LNCS 6352, p. 155 ff.
Abstract | Full article in PDF | BibTeX

Hidden Markov Model for Human Decision Process in a Partially Observable Environment
M. Adomi, Y. Shikauchi, and S. Ishii
LNCS 6353, p. 94 ff.
Abstract | Full article in PDF | BibTeX

Iwata, Akira

A Novel Approach for Hardware Based Sound Localization
M. Kugler, T. Hishida, S. Kuroyanagi, and A. Iwata
LNCS 6352, p. 490 ff.
Abstract | Full article in PDF | BibTeX

Jaeger, Siegfried

Investigating Pollen Data with the Aid of Fuzzy Methods
N. Mitrakis, K. Karatzas, and S. Jaeger
LNCS 6354, p. 464 ff.
Abstract | Full article in PDF | BibTeX

Jaziri, Rakia

A Graph Based Framework for Clustering and Characterization of SOM
R. Jaziri, K. Benabdeslem, and H. Elghazel
LNCS 6354, p. 387 ff.
Abstract | Full article in PDF | BibTeX

Jeong, Sungmoon

Jia, Hong

A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering
Y.-m. Cheung and H. Jia
LNCS 6354, p. 435 ff.
Abstract | Full article in PDF | BibTeX

Jirsa, Viktor

Functional Architectures and Hierarchies of Time Scales
D. Perdikis, M. Woodman, and V. Jirsa
LNCS 6353, p. 353 ff.
Abstract | Full article in PDF | BibTeX

Joublin, Frank

A Controlling Strategy for an Active Vision System Based on Auditory and Visual Cues
M. Grahl, F. Joublin, and F. Kummert
LNCS 6353, p. 492 ff.
Abstract | Full article in PDF | BibTeX

Jug, Florian

Unsupervised Learning of Relations
M. Cook, F. Jug, C. Krautz, and A. Steger
LNCS 6352, p. 164 ff.
Abstract | Full article in PDF | BibTeX

Kaltenhaeuser, Robert

On Estimating Mutual Information for Feature Selection
E. Schaffernicht, R. Kaltenhaeuser, S.S. Verma, and H.-M. Gross
LNCS 6352, p. 362 ff.
Abstract | Full article in PDF | BibTeX

Kamimura, Ryotaro

Generation of Comprehensible Representations by Supposed Maximum Information
R. Kamimura
LNCS 6353, p. 333 ff.
Abstract | Full article in PDF | BibTeX

Karandashev, Yakov

Binary Minimization: Increasing the Attraction Area of the Global Minimum in the Binary Optimization Problem
Y. Karandashev and B. Kryzhanovsky
LNCS 6353, p. 525 ff.
Abstract | Full article in PDF | BibTeX

Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix
Y. Karandashev, B. Kryzhanovsky, and L. Litinskii
LNCS 6354, p. 41 ff.
Abstract | Full article in PDF | BibTeX

Karapetsas, Eleftherios

A Robot Vision Algorithm for Navigating in and Creating a Topological Map of a Reconfigurable Maze
E. Karapetsas and D. Stamatis
LNCS 6353, p. 327 ff.
Abstract | Full article in PDF | BibTeX

Karathanasopoulos, Andreas S.

Modeling the Ase 20 Greek Index Using Artificial Neural Nerworks Combined with Genetic Algorithms
A.S. Karathanasopoulos, K.A. Theofilatos, P.M. Leloudas, and S.D. Likothanassis
LNCS 6352, p. 428 ff.
Abstract | Full article in PDF | BibTeX

Karatzas, Kostas

Predicting QoL Parameters for the Atmospheric Environment in Athens, Greece
I. Kyriakidis, K. Karatzas, and G. Papadourakis
LNCS 6354, p. 457 ff.
Abstract | Full article in PDF | BibTeX

Investigating Pollen Data with the Aid of Fuzzy Methods
N. Mitrakis, K. Karatzas, and S. Jaeger
LNCS 6354, p. 464 ff.
Abstract | Full article in PDF | BibTeX

Kateris, Dimitrios

Kawewong, Aram

Unguided Robot Navigation Using Continuous Action Space
S. Tangruamsub, M. Tsuboyama, A. Kawewong, and O. Hasegawa
LNCS 6354, p. 528 ff.
Abstract | Full article in PDF | BibTeX

Fast and Incremental Attribute Transferring and Classifying System for Detecting Unseen Object Classes
A. Kawewong and O. Hasegawa
LNCS 6354, p. 563 ff.
Abstract | Full article in PDF | BibTeX

Kayani, Umer

Echo State Networks with Sparse Output Connections
H.-U. Kobialka and U. Kayani
LNCS 6352, p. 356 ff.
Abstract | Full article in PDF | BibTeX

Kazemian, Hassan B.

Supervised Neural Fuzzy Schemes in Video Transmission over Bluetooth
H.B. Kazemian, G.F. Remy, and P. Picton
LNCS 6354, p. 378 ff.
Abstract | Full article in PDF | BibTeX

Keck, Christian

Learning of Lateral Connections for Representational Invariant Recognition
C. Keck and J. Lücke
LNCS 6354, p. 21 ff.
Abstract | Full article in PDF | BibTeX

Kivimäki, Ilkka

Using Correlation Dimension for Analysing Text Data
I. Kivimäki, K. Lagus, I.T. Nieminen, J.J. Väyrynen, and T. Honkela
LNCS 6352, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Klement, Sascha

The Support Feature Machine for Classifying with the Least Number of Features
S. Klement and T. Martinetz
LNCS 6353, p. 88 ff.
Abstract | Full article in PDF | BibTeX

K ${\l}$ os, Marzena

Prediction of Compaction Characteristics of Granular Soils by Neural Networks
M. K ${\l}$ os and Z. Waszczyszyn
LNCS 6352, p. 42 ff.
Abstract | Full article in PDF | BibTeX

Kobayashi, Yasuhiko

Computational Inferences on Alteration of Neurotransmission in Chemotaxis Learning in Caenorhabditis elegans
M. Suzuki, T. Sakashita, T. Tsuji, and Y. Kobayashi
LNCS 6352, p. 291 ff.
Abstract | Full article in PDF | BibTeX

Kobialka, Hans-Ulrich

Echo State Networks with Sparse Output Connections
H.-U. Kobialka and U. Kayani
LNCS 6352, p. 356 ff.
Abstract | Full article in PDF | BibTeX

Kobos, Mateusz

Classification Based on Multiple-Resolution Data View
M. Kobos and J. Ma $\'{n}$ dziuk
LNCS 6354, p. 124 ff.
Abstract | Full article in PDF | BibTeX

Kogure, Masumi

Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials
M. Kogure, S. Matsuzaki, and Y. Wada
LNCS 6352, p. 127 ff.
Abstract | Full article in PDF | BibTeX

Kolodziejski, Christoph

Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots
P. Manoonpong, F. Pasemann, C. Kolodziejski, and F. Wörgötter
LNCS 6352, p. 374 ff.
Abstract | Full article in PDF | BibTeX

Komatsu, Yusuke

Assessing Statistical Reliability of LiNGAM via Multiscale Bootstrap
Y. Komatsu, S. Shimizu, and H. Shimodaira
LNCS 6354, p. 309 ff.
Abstract | Full article in PDF | BibTeX

Komendantskaya, Ekaterina

Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
E. Komendantskaya, K. Broda, and A. d’Avila Garcez
LNCS 6352, p. 301 ff.
Abstract | Full article in PDF | BibTeX

Koprinkova-Hristova, Petia

Adaptive Critic Design with ESN Critic for Bioprocess Optimization
P. Koprinkova-Hristova and G. Palm
LNCS 6353, p. 438 ff.
Abstract | Full article in PDF | BibTeX

Kortkamp, Marco

Continuous Visual Codebooks with a Limited Branching Tree Growing Neural Gas
M. Kortkamp and S. Wachsmuth
LNCS 6354, p. 188 ff.
Abstract | Full article in PDF | BibTeX

Kosmopoulos, Dimitrios

Koutitas, George

System Architecture for a Smart University Building
T.G. Stavropoulos, A. Tsioliaridou, G. Koutitas, D. Vrakas, and I. Vlahavas
LNCS 6354, p. 477 ff.
Abstract | Full article in PDF | BibTeX

Krajmer, Mário

Krautz, Christoph

Unsupervised Learning of Relations
M. Cook, F. Jug, C. Krautz, and A. Steger
LNCS 6352, p. 164 ff.
Abstract | Full article in PDF | BibTeX

Krishnan, Ravi

A Model of Basal Ganglia in Saccade Generation
R. Krishnan, S. Ratnadurai, D. Subramanian, and S. Chakravarthy
LNCS 6352, p. 282 ff.
Abstract | Full article in PDF | BibTeX

Kryzhanovsky, Boris

Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix
Y. Karandashev, B. Kryzhanovsky, and L. Litinskii
LNCS 6354, p. 41 ff.
Abstract | Full article in PDF | BibTeX

Kubásek, Miroslav

Ku $\v{c}$ erová, Anna

Self-adaptive Artificial Neural Network in Numerical Models Calibration
A. Ku $\v{c}$ erová and T. Mareš
LNCS 6352, p. 347 ff.
Abstract | Full article in PDF | BibTeX

Kugler, Mauricio

A Novel Approach for Hardware Based Sound Localization
M. Kugler, T. Hishida, S. Kuroyanagi, and A. Iwata
LNCS 6352, p. 490 ff.
Abstract | Full article in PDF | BibTeX

Kukolj, Dragan D.

Kummert, Franz

A Controlling Strategy for an Active Vision System Based on Auditory and Visual Cues
M. Grahl, F. Joublin, and F. Kummert
LNCS 6353, p. 492 ff.
Abstract | Full article in PDF | BibTeX

Kurek, Jerzy E.

Sliding Mode Control of Robot Based on Neural Network Model with Positive Definite Inertia Matrix
J. Mo $\.{z}$ aryn and J.E. Kurek
LNCS 6353, p. 266 ff.
Abstract | Full article in PDF | BibTeX

K $\r{u}$ rková, V $\v{e}$ ra

Some Comparisons of Model Complexity in Linear and Neural-Network Approximation
G. Gnecco, V. K $\r{u}$ rková, and M. Sanguineti
LNCS 6354, p. 358 ff.
Abstract | Full article in PDF | BibTeX

Kurokawa, Hiroaki

The Parameter Optimization of the Pulse Coupled Neural Network for the Pattern Recognition
M. Yonekawa and H. Kurokawa
LNCS 6354, p. 110 ff.
Abstract | Full article in PDF | BibTeX

Kuroyanagi, Susumu

A Novel Approach for Hardware Based Sound Localization
M. Kugler, T. Hishida, S. Kuroyanagi, and A. Iwata
LNCS 6352, p. 490 ff.
Abstract | Full article in PDF | BibTeX

Kyriakidis, Ioannis

Predicting QoL Parameters for the Atmospheric Environment in Athens, Greece
I. Kyriakidis, K. Karatzas, and G. Papadourakis
LNCS 6354, p. 457 ff.
Abstract | Full article in PDF | BibTeX

Laaksonen, Jorma

Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition
V. Viitaniemi and J. Laaksonen
LNCS 6352, p. 531 ff.
Abstract | Full article in PDF | BibTeX

Labusch, Kai

Sparse Coding for Feature Selection on Genome-Wide Association Data
I. Brænne, K. Labusch, and A. Madany Mamlouk
LNCS 6352, p. 337 ff.
Abstract | Full article in PDF | BibTeX

Lagus, Krista

Measuring Adjective Spaces
T. Honkela, T. Lindh-Knuutila, and K. Lagus
LNCS 6352, p. 351 ff.
Abstract | Full article in PDF | BibTeX

Using Correlation Dimension for Analysing Text Data
I. Kivimäki, K. Lagus, I.T. Nieminen, J.J. Väyrynen, and T. Honkela
LNCS 6352, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Lalov, Boyan

Algorithms Creating Algorithms
B. Lalov
LNCS 6354, p. 303 ff.
Abstract | Full article in PDF | BibTeX

Lamb, Luis C.

Lamonaca, Francesco

Lanaridis, Aris

An Artificial Immune Network for Multi-objective Optimization
A. Lanaridis and A. Stafylopatis
LNCS 6353, p. 531 ff.
Abstract | Full article in PDF | BibTeX

Larrea, Mikel

Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control
M. Larrea, E. Irigoyen, and V. Gómez
LNCS 6354, p. 352 ff.
Abstract | Full article in PDF | BibTeX

Laskaris, Nikolaos A.

Laskowski, Lukasz

A Novel Continuous Dual Mode Neural Network in Stereo-Matching Process
L. Laskowski
LNCS 6354, p. 294 ff.
Abstract | Full article in PDF | BibTeX

Laurent, Rémy

Lecluse, Michel

Cell Microscopic Segmentation with Spiking Neuron Networks
B. Meftah, O. Lezoray, M. Lecluse, and A. Benyettou
LNCS 6352, p. 117 ff.
Abstract | Full article in PDF | BibTeX

Lee, Minho

LEE, Xiaodong

Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier
J. WU, X. WANG, X. LEE, and B. YAN
LNCS 6354, p. 118 ff.
Abstract | Full article in PDF | BibTeX

Leloudas, Panagiotis M.

Letosa, Jorge Ramón

Elementary Logical Reasoning in the SOM Output Space
J.R. Letosa and T. Honkela
LNCS 6353, p. 432 ff.
Abstract | Full article in PDF | BibTeX

Lezoray, Olivier

Cell Microscopic Segmentation with Spiking Neuron Networks
B. Meftah, O. Lezoray, M. Lecluse, and A. Benyettou
LNCS 6352, p. 117 ff.
Abstract | Full article in PDF | BibTeX

Li, Meng

Automatic Segmentation of Color Lip Images Based on Morphological Filter
M. Li and Y.-m. Cheung
LNCS 6352, p. 384 ff.
Abstract | Full article in PDF | BibTeX

Likas, Aristidis

An Incremental Bayesian Approach for Training Multilayer Perceptrons
D. Tzikas and A. Likas
LNCS 6352, p. 87 ff.
Abstract | Full article in PDF | BibTeX

Likothanassis, Spiridon D.

Lindh-Knuutila, Tiina

Measuring Adjective Spaces
T. Honkela, T. Lindh-Knuutila, and K. Lagus
LNCS 6352, p. 351 ff.
Abstract | Full article in PDF | BibTeX

Liou, Cheng-Yuan

Solution Space of Perceptron
J.-C. Huang and C.-Y. Liou
LNCS 6354, p. 282 ff.
Abstract | Full article in PDF | BibTeX

Litinskii, Leonid

Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix
Y. Karandashev, B. Kryzhanovsky, and L. Litinskii
LNCS 6354, p. 41 ff.
Abstract | Full article in PDF | BibTeX

Liu, Qingshan

A One-Layer Dual Neural Network with a Unipolar Hard-Limiting Activation Function for Shortest-Path Routing
Q. Liu and J. Wang
LNCS 6353, p. 498 ff.
Abstract | Full article in PDF | BibTeX

Llinares, Raul

López, Jorge

A Common Framework for the Convergence of the GSK, MDM and SMO Algorithms
J. López and J.R. Dorronsoro
LNCS 6353, p. 82 ff.
Abstract | Full article in PDF | BibTeX

Loukas, Athanasios

Loutridis, Spyridon

Løvlid, Rikke Amilde

Learning Bimanual Coordination Patterns for Rhythmic Movements
R.A. Løvlid and P. Öztürk
LNCS 6354, p. 143 ff.
Abstract | Full article in PDF | BibTeX

Lücke, Jörg

Learning of Lateral Connections for Representational Invariant Recognition
C. Keck and J. Lücke
LNCS 6354, p. 21 ff.
Abstract | Full article in PDF | BibTeX

Macías-Macías, Miguel

Madany Mamlouk, Amir

Sparse Coding for Feature Selection on Genome-Wide Association Data
I. Brænne, K. Labusch, and A. Madany Mamlouk
LNCS 6352, p. 337 ff.
Abstract | Full article in PDF | BibTeX

Maggini, Marco

Multitask Semi–supervised Learning with Constraints and Constraint Exceptions
M. Maggini and T. Papini
LNCS 6354, p. 218 ff.
Abstract | Full article in PDF | BibTeX

Makibuchi, Naoya

How to Use the SOINN Software: User’s Guide (Version 1.0)
K. Yamasaki, N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 521 ff.
Abstract | Full article in PDF | BibTeX

Online Knowledge Acquisition and General Problem Solving in a Real World by Humanoid Robots
N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 551 ff.
Abstract | Full article in PDF | BibTeX

Makovicka, Libor

Mamalet, Franck

Manaithunai, Maya

An Oscillatory Neural Network Model for Birdsong Learning and Generation
M. Manaithunai, S. Chakravarthy, and R. Balaraman
LNCS 6353, p. 210 ff.
Abstract | Full article in PDF | BibTeX

Ma $\'{n}$ dziuk, Jacek

Classification Based on Multiple-Resolution Data View
M. Kobos and J. Ma $\'{n}$ dziuk
LNCS 6354, p. 124 ff.
Abstract | Full article in PDF | BibTeX

Manoonpong, Poramate

Mantzaris, Dimitrios

Mareš, Tomáš

Self-adaptive Artificial Neural Network in Numerical Models Calibration
A. Ku $\v{c}$ erová and T. Mareš
LNCS 6352, p. 347 ff.
Abstract | Full article in PDF | BibTeX

Margaritis, Konstantinos G.

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA
M.G. Vozalis, A. Markos, and K.G. Margaritis
LNCS 6352, p. 395 ff.
Abstract | Full article in PDF | BibTeX

Maris, Fotis

Markos, Angelos

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA
M.G. Vozalis, A. Markos, and K.G. Margaritis
LNCS 6352, p. 395 ff.
Abstract | Full article in PDF | BibTeX

Maronidis, Anastasios

Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods
A. Maronidis, A. Tefas, and I. Pitas
LNCS 6352, p. 460 ff.
Abstract | Full article in PDF | BibTeX

Martinetz, Thomas

The Support Feature Machine for Classifying with the Least Number of Features
S. Klement and T. Martinetz
LNCS 6353, p. 88 ff.
Abstract | Full article in PDF | BibTeX

A Learned Saliency Predictor for Dynamic Natural Scenes
E. Vig, M. Dorr, T. Martinetz, and E. Barth
LNCS 6354, p. 52 ff.
Abstract | Full article in PDF | BibTeX

Martínez-Rego, David

Martín-Merino, Manuel

Learning a Combination of Heterogeneous Dissimilarities from Incomplete Knowledge
M. Martín-Merino
LNCS 6354, p. 62 ff.
Abstract | Full article in PDF | BibTeX

Martins, Allan

Clustering Using Elements of Information Theory
D. de Araújo, A.D. Neto, J. Melo, and A. Martins
LNCS 6354, p. 397 ff.
Abstract | Full article in PDF | BibTeX

Maszczyk, Tomasz

Almost Random Projection Machine with Margin Maximization and Kernel Features
T. Maszczyk and W. Duch
LNCS 6353, p. 40 ff.
Abstract | Full article in PDF | BibTeX

Matsumoto, Yoshio

Matsuzaki, Shuichi

Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials
M. Kogure, S. Matsuzaki, and Y. Wada
LNCS 6352, p. 127 ff.
Abstract | Full article in PDF | BibTeX

Independent Component Analysis of Multi-channel Near-Infrared Spectroscopic Signals by Time-Delayed Decorrelation
T. Sano, S. Matsuzaki, and Y. Wada
LNCS 6352, p. 511 ff.
Abstract | Full article in PDF | BibTeX

Matuzevi $\v{c}$ ius, Dalius

Application of K-Means and MLP in the Automation of Matching of 2DE Gel Images
D. Matuzevi $\v{c}$ ius, A. Serackis, and D. Navakauskas
LNCS 6352, p. 541 ff.
Abstract | Full article in PDF | BibTeX

Mavroforakis, Michael E.

Mayer, Rudolf

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
R. Mayer and A. Rauber
LNCS 6353, p. 426 ff.
Abstract | Full article in PDF | BibTeX

Ma $\v{z}$ gut, Jakub

Multilinear Decomposition and Topographic Mapping of Binary Tensors
J. Ma $\v{z}$ gut, P. Ti $\v{n}$ o, M. Bodén, and H. Yan
LNCS 6352, p. 317 ff.
Abstract | Full article in PDF | BibTeX

Meftah, Boudjelal

Cell Microscopic Segmentation with Spiking Neuron Networks
B. Meftah, O. Lezoray, M. Lecluse, and A. Benyettou
LNCS 6352, p. 117 ff.
Abstract | Full article in PDF | BibTeX

Melacci, Stefano

Learning with Convex Constraints
M. Gori and S. Melacci
LNCS 6354, p. 315 ff.
Abstract | Full article in PDF | BibTeX

Melo, Jorge

Clustering Using Elements of Information Theory
D. de Araújo, A.D. Neto, J. Melo, and A. Martins
LNCS 6354, p. 397 ff.
Abstract | Full article in PDF | BibTeX

Mérida Casermeiro, Enrique

A New Neural Model for Traffic Simulation
E. Mérida Casermeiro, G. Aguilera Venegas, J.L. Galán García, and P.R. Cielos
LNCS 6354, p. 471 ff.
Abstract | Full article in PDF | BibTeX

Mesin, Luca

A Feature Selection Method for Air Quality Forecasting
L. Mesin, F. Orione, R. Taormina, and E. Pasero
LNCS 6354, p. 489 ff.
Abstract | Full article in PDF | BibTeX

Metin, Selin

A Neurocomputational Model of Nicotine Addiction Based on Reinforcement Learning
S. Metin and N. Serap $\c{S}$ engör
LNCS 6353, p. 228 ff.
Abstract | Full article in PDF | BibTeX

Metta, Giorgio

Teaching Humanoids to Imitate ‘Shapes’ of Movements
V. Mohan, G. Metta, J. Zenzeri, and P. Morasso
LNCS 6353, p. 234 ff.
Abstract | Full article in PDF | BibTeX

Miao, Jun

Learning Internal Representation of Visual Context in a Neural Coding Network
J. Miao, B. Zou, L. Qing, L. Duan, and Y. Fu
LNCS 6352, p. 174 ff.
Abstract | Full article in PDF | BibTeX

Miller, Bartosz

Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding
B. Miller
LNCS 6352, p. 97 ff.
Abstract | Full article in PDF | BibTeX

Miro-Borras, Julio

Mitianoudis, Nikolaos

A Directional Laplacian Density for Underdetermined Audio Source Separation
N. Mitianoudis
LNCS 6352, p. 450 ff.
Abstract | Full article in PDF | BibTeX

Mitrakis, Nikolaos

Investigating Pollen Data with the Aid of Fuzzy Methods
N. Mitrakis, K. Karatzas, and S. Jaeger
LNCS 6354, p. 464 ff.
Abstract | Full article in PDF | BibTeX

Miyoshi, Seiji

On-Line Ensemble-Teacher Learning through a Perceptron Rule with a Margin
K. Hara, K. Ono, and S. Miyoshi
LNCS 6354, p. 339 ff.
Abstract | Full article in PDF | BibTeX

Mohan, Vishwanathan

Teaching Humanoids to Imitate ‘Shapes’ of Movements
V. Mohan, G. Metta, J. Zenzeri, and P. Morasso
LNCS 6353, p. 234 ff.
Abstract | Full article in PDF | BibTeX

Moioli, Renan C.

Morabito, Francesco C.

Morán, Antonio

Morasso, Pietro

Teaching Humanoids to Imitate ‘Shapes’ of Movements
V. Mohan, G. Metta, J. Zenzeri, and P. Morasso
LNCS 6353, p. 234 ff.
Abstract | Full article in PDF | BibTeX

Moreau, Yves

Moshou, Dimitrios

Mouraud, Anthony

Mo $\.{z}$ aryn, Jakub

Sliding Mode Control of Robot Based on Neural Network Model with Positive Definite Inertia Matrix
J. Mo $\.{z}$ aryn and J.E. Kurek
LNCS 6353, p. 266 ff.
Abstract | Full article in PDF | BibTeX

Müller, Andreas

Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition
D. Scherer, A. Müller, and S. Behnke
LNCS 6354, p. 92 ff.
Abstract | Full article in PDF | BibTeX

Muratore, Donatella

Sentence Extraction by Graph Neural Networks
D. Muratore, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6354, p. 237 ff.
Abstract | Full article in PDF | BibTeX

Mycka, Lukasz

Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network
K. Siwek, S. Osowski, B. Swiderski, and L. Mycka
LNCS 6352, p. 54 ff.
Abstract | Full article in PDF | BibTeX

Naghibzadeh, Mahmoud

Globally Optimal Structure Learning of Bayesian Networks from Data
K. Etminani, M. Naghibzadeh, and A.R. Razavi
LNCS 6352, p. 101 ff.
Abstract | Full article in PDF | BibTeX

Nakagawa, Masahiro

Three-Layer Feedforward Structures Smoothly Approximating Polynomial Functions
Y. Nakamura and M. Nakagawa
LNCS 6354, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Nakagawa, Masanori

A Computational System of Metaphor Generation with Evaluation Mechanism
A. Terai and M. Nakagawa
LNCS 6353, p. 142 ff.
Abstract | Full article in PDF | BibTeX

Nakamura, Yuichi

Three-Layer Feedforward Structures Smoothly Approximating Polynomial Functions
Y. Nakamura and M. Nakagawa
LNCS 6354, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Nakamura, Yutaka

Nakano, Ryohei

Nominally Conditioned Linear Regression
Y. Tanahashi, R. Nakano, and K. Saito
LNCS 6354, p. 290 ff.
Abstract | Full article in PDF | BibTeX

Nakayama, Kenji

Naoki, Honda

Noise-Induced Collective Migration for Neural Crest Cells
M. Yamao, H. Naoki, and S. Ishii
LNCS 6352, p. 155 ff.
Abstract | Full article in PDF | BibTeX

Navakauskas, Dalius

Neto, Abner Rodrigues

Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data
A.R. Neto, M. Roisenberg, and G.S. Neto
LNCS 6354, p. 423 ff.
Abstract | Full article in PDF | BibTeX

Neto, Adrião Dória

Clustering Using Elements of Information Theory
D. de Araújo, A.D. Neto, J. Melo, and A. Martins
LNCS 6354, p. 397 ff.
Abstract | Full article in PDF | BibTeX

Neto, Antonino Feitosa

Ensemble-Based Methods for Cancellable Biometrics
A.M. Canuto, M. Fairhurst, L.E.A. Santana, F. Pintro, and A.F. Neto
LNCS 6352, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Neto, Guenther Schwedersky

Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data
A.R. Neto, M. Roisenberg, and G.S. Neto
LNCS 6354, p. 423 ff.
Abstract | Full article in PDF | BibTeX

Neves, João

Weighted Learning Vector Quantization to Cost-Sensitive Learning
N. Chen, B. Ribeiro, A. Vieira, J. Duarte, and J. Neves
LNCS 6354, p. 277 ff.
Abstract | Full article in PDF | BibTeX

Nieminen, Ilari T.

Using Correlation Dimension for Analysing Text Data
I. Kivimäki, K. Lagus, I.T. Nieminen, J.J. Väyrynen, and T. Honkela
LNCS 6352, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Nishida, Toyoaki

Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning
S. Okada and T. Nishida
LNCS 6353, p. 468 ff.
Abstract | Full article in PDF | BibTeX

Okada, Shogo

Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning
S. Okada and T. Nishida
LNCS 6353, p. 468 ff.
Abstract | Full article in PDF | BibTeX

Olej, Vladimír

IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region
V. Olej and P. Hájek
LNCS 6352, p. 1 ff.
Abstract | Full article in PDF | BibTeX

Ono, Katsuya

On-Line Ensemble-Teacher Learning through a Perceptron Rule with a Margin
K. Hara, K. Ono, and S. Miyoshi
LNCS 6354, p. 339 ff.
Abstract | Full article in PDF | BibTeX

Ordoñez, Víctor

Orione, Fiammetta

A Feature Selection Method for Air Quality Forecasting
L. Mesin, F. Orione, R. Taormina, and E. Pasero
LNCS 6354, p. 489 ff.
Abstract | Full article in PDF | BibTeX

Ortiz, Michaël Garcia

Autonomous Generation of Internal Representations for Associative Learning
M.G. Ortiz, B. Dittes, J. Fritsch, and A. Gepperth
LNCS 6354, p. 247 ff.
Abstract | Full article in PDF | BibTeX

Osendorfer, Christian

Policy Gradients for Cryptanalysis
F. Sehnke, C. Osendorfer, J. Sölter, J. Schmidhuber, and U. Rührmair
LNCS 6354, p. 168 ff.
Abstract | Full article in PDF | BibTeX

Osowski, Stanis ${\l}$ aw

Othman, Ahmed A.

A Neural Approach to Image Thresholding
A.A. Othman and H.R. Tizhoosh
LNCS 6352, p. 561 ff.
Abstract | Full article in PDF | BibTeX

Öztürk, Pinar

Learning Bimanual Coordination Patterns for Rhythmic Movements
R.A. Løvlid and P. Öztürk
LNCS 6354, p. 143 ff.
Abstract | Full article in PDF | BibTeX

Paliy, Ihor

Palm, Günther

Simple Constraints for Zero-Lag Synchronous Oscillations under STDP
F. Hauser, D. Bouchain, and G. Palm
LNCS 6352, p. 311 ff.
Abstract | Full article in PDF | BibTeX

Adaptive Critic Design with ESN Critic for Bioprocess Optimization
P. Koprinkova-Hristova and G. Palm
LNCS 6353, p. 438 ff.
Abstract | Full article in PDF | BibTeX

Palmer-Brown, Dominic

Snap-Drift Self Organising Map
D. Palmer-Brown and C. Draganova
LNCS 6353, p. 402 ff.
Abstract | Full article in PDF | BibTeX

Papadopoulos, Harris

Papadourakis, George

Predicting QoL Parameters for the Atmospheric Environment in Athens, Greece
I. Kyriakidis, K. Karatzas, and G. Papadourakis
LNCS 6354, p. 457 ff.
Abstract | Full article in PDF | BibTeX

Papini, Tiziano

Multitask Semi–supervised Learning with Constraints and Constraint Exceptions
M. Maggini and T. Papini
LNCS 6354, p. 218 ff.
Abstract | Full article in PDF | BibTeX

Parviainen, Elina

Deep Bottleneck Classifiers in Supervised Dimension Reduction
E. Parviainen
LNCS 6354, p. 1 ff.
Abstract | Full article in PDF | BibTeX

Pasemann, Frank

Pasero, Eros

A Feature Selection Method for Air Quality Forecasting
L. Mesin, F. Orione, R. Taormina, and E. Pasero
LNCS 6354, p. 489 ff.
Abstract | Full article in PDF | BibTeX

Pastukhov, Alexander

Patan, Krzysztof

Selection of Training Data for Locally Recurrent Neural Network
K. Patan and M. Patan
LNCS 6353, p. 134 ff.
Abstract | Full article in PDF | BibTeX

Patan, Maciej

Selection of Training Data for Locally Recurrent Neural Network
K. Patan and M. Patan
LNCS 6353, p. 134 ff.
Abstract | Full article in PDF | BibTeX

Paugam-Moisy, Hélène

Peralta, Juan

Perdikis, Dionysios

Functional Architectures and Hierarchies of Time Scales
D. Perdikis, M. Woodman, and V. Jirsa
LNCS 6353, p. 353 ff.
Abstract | Full article in PDF | BibTeX

Pérez-Oria, Juan

Pérez-Sánchez, Beatriz

Perrig, Stephen

Peters, Gabriele

Petrakis, Stelios

Neural Networks Training for Weapon Selection in First-Person Shooter Games
S. Petrakis and A. Tefas
LNCS 6354, p. 417 ff.
Abstract | Full article in PDF | BibTeX

Picton, Phil

Supervised Neural Fuzzy Schemes in Video Transmission over Bluetooth
H.B. Kazemian, G.F. Remy, and P. Picton
LNCS 6354, p. 378 ff.
Abstract | Full article in PDF | BibTeX

Pimenidis, Elias

Pintro, Fernando

Ensemble-Based Methods for Cancellable Biometrics
A.M. Canuto, M. Fairhurst, L.E.A. Santana, F. Pintro, and A.F. Neto
LNCS 6352, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Pitas, Ioannis

Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods
A. Maronidis, A. Tefas, and I. Pitas
LNCS 6352, p. 460 ff.
Abstract | Full article in PDF | BibTeX

Dynamic Shape Learning and Forgetting
N. Tsapanos, A. Tefas, and I. Pitas
LNCS 6354, p. 333 ff.
Abstract | Full article in PDF | BibTeX

Pokri $\'{c}$ , Maja

Popa, Cosmin

Superior-Order Curvature-Corrected Voltage Reference Using a Current Generator
C. Popa
LNCS 6352, p. 12 ff.
Abstract | Full article in PDF | BibTeX

Porto-Díaz, Iago

Prada, Miguel A.

Prescott, Tony

Learning in a Unitary Coherent Hippocampus
C. Fox and T. Prescott
LNCS 6352, p. 388 ff.
Abstract | Full article in PDF | BibTeX

Principe, Jose C.

Linear Projection Method Based on Information Theoretic Learning
P.A. Vera, P.A. Estévez, and J.C. Principe
LNCS 6354, p. 178 ff.
Abstract | Full article in PDF | BibTeX

Qing, Laiyun

Learning Internal Representation of Visual Context in a Neural Coding Network
J. Miao, B. Zou, L. Qing, L. Duan, and Y. Fu
LNCS 6352, p. 174 ff.
Abstract | Full article in PDF | BibTeX

Quoy, Mathias

Model of the Hippocampal Learning of Spatio-temporal Sequences
J. Hirel, P. Gaussier, and M. Quoy
LNCS 6354, p. 345 ff.
Abstract | Full article in PDF | BibTeX

Raschman, Emil

Ratnadurai, Shivakesavan

A Model of Basal Ganglia in Saccade Generation
R. Krishnan, S. Ratnadurai, D. Subramanian, and S. Chakravarthy
LNCS 6352, p. 282 ff.
Abstract | Full article in PDF | BibTeX

Rauber, Andreas

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
R. Mayer and A. Rauber
LNCS 6353, p. 426 ff.
Abstract | Full article in PDF | BibTeX

Razavi, Amir Reza

Globally Optimal Structure Learning of Bayesian Networks from Data
K. Etminani, M. Naghibzadeh, and A.R. Razavi
LNCS 6352, p. 101 ff.
Abstract | Full article in PDF | BibTeX

Reguera, Perfecto

Reinhart, René Felix

Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks
C. Emmerich, R.F. Reinhart, and J.J. Steil
LNCS 6353, p. 148 ff.
Abstract | Full article in PDF | BibTeX

Remy, Guillaume F.

Supervised Neural Fuzzy Schemes in Video Transmission over Bluetooth
H.B. Kazemian, G.F. Remy, and P. Picton
LNCS 6354, p. 378 ff.
Abstract | Full article in PDF | BibTeX

Ribeiro, Bernardete

Weighted Learning Vector Quantization to Cost-Sensitive Learning
N. Chen, B. Ribeiro, A. Vieira, J. Duarte, and J. Neves
LNCS 6354, p. 277 ff.
Abstract | Full article in PDF | BibTeX

Riquelme, and José C.

Rizzoli, Andrea-Emilio

Data Mining Methods for Quality Assurance in an Environmental Monitoring Network
I.N. Athanasiadis, A.-E. Rizzoli, and D.W. Beard
LNCS 6354, p. 451 ff.
Abstract | Full article in PDF | BibTeX

Rodriguez, Francisco B.

Optimizing Hierarchical Temporal Memory for Multivariable Time Series
D. Rozado, F.B. Rodriguez, and P. Varona
LNCS 6353, p. 506 ff.
Abstract | Full article in PDF | BibTeX

Rodríguez, Cristina

Roisenberg, Mauro

Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data
A.R. Neto, M. Roisenberg, and G.S. Neto
LNCS 6354, p. 423 ff.
Abstract | Full article in PDF | BibTeX

Rolfe, Jason T.

Multifactor Expectation Maximization for Factor Graphs
J.T. Rolfe and M. Cook
LNCS 6354, p. 267 ff.
Abstract | Full article in PDF | BibTeX

Roveri, Manuel

Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management
C. Alippi, G. Boracchi, and M. Roveri
LNCS 6353, p. 458 ff.
Abstract | Full article in PDF | BibTeX

Rozado, David

Optimizing Hierarchical Temporal Memory for Multivariable Time Series
D. Rozado, F.B. Rodriguez, and P. Varona
LNCS 6353, p. 506 ff.
Abstract | Full article in PDF | BibTeX

Rührmair, Ulrich

Policy Gradients for Cryptanalysis
F. Sehnke, C. Osendorfer, J. Sölter, J. Schmidhuber, and U. Rührmair
LNCS 6354, p. 168 ff.
Abstract | Full article in PDF | BibTeX

Ruiz, Roberto

Rye, David

A Hybrid Approach for Artifact Detection in EEG Data
J. Fairley, G. Georgoulas, C. Stylios, and D. Rye
LNCS 6352, p. 436 ff.
Abstract | Full article in PDF | BibTeX

Sachenko, Anatoly

Sagara, Tsukasa

Natural Language Processing Neural Network for Recall and Inference
T. Sagara and M. Hagiwara
LNCS 6354, p. 286 ff.
Abstract | Full article in PDF | BibTeX

Saito, Kazumi

Nominally Conditioned Linear Regression
Y. Tanahashi, R. Nakano, and K. Saito
LNCS 6354, p. 290 ff.
Abstract | Full article in PDF | BibTeX

Sakashita, Tetsuya

Salomon, Michel

Sánchez Orellana, Pedro Luis

Bio-inspired Architecture for Human Detection
D.A. González bandala, P.L. Sánchez Orellana, and C. Castellanos Sánchez
LNCS 6352, p. 188 ff.
Abstract | Full article in PDF | BibTeX

Sánchez-Maroño, Noelia

Sanchis, Araceli

Sanguineti, Marcello

Some Comparisons of Model Complexity in Linear and Neural-Network Approximation
G. Gnecco, V. K $\r{u}$ rková, and M. Sanguineti
LNCS 6354, p. 358 ff.
Abstract | Full article in PDF | BibTeX

Sano, Toshifumi

Santana, Laura E. A

Ensemble-Based Methods for Cancellable Biometrics
A.M. Canuto, M. Fairhurst, L.E.A. Santana, F. Pintro, and A.F. Neto
LNCS 6352, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Analyzing Classification Methods in Multi-label Tasks
A.M. Santos, L.E.A. Santana, and A.M. Canuto
LNCS 6354, p. 137 ff.
Abstract | Full article in PDF | BibTeX

Santana Jr., Orivaldo V.

A Self-Organizing Map for Controlling Artificial Locomotion
O.V. Santana Jr. and A.F.R. Araújo
LNCS 6353, p. 420 ff.
Abstract | Full article in PDF | BibTeX

Santos, Araken M.

Analyzing Classification Methods in Multi-label Tasks
A.M. Santos, L.E.A. Santana, and A.M. Canuto
LNCS 6354, p. 137 ff.
Abstract | Full article in PDF | BibTeX

Sassi, Renato Jose

A Inference Mechanism for Polymer Processing Using Rough-Neuro Fuzzy Network
C. Affonso and R.J. Sassi
LNCS 6354, p. 441 ff.
Abstract | Full article in PDF | BibTeX

Sauget, Marc

Sawalhi, Nader

Scarselli, Franco

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks
L. Di Noi, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6353, p. 372 ff.
Abstract | Full article in PDF | BibTeX

Sentence Extraction by Graph Neural Networks
D. Muratore, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6354, p. 237 ff.
Abstract | Full article in PDF | BibTeX

Schaffernicht, Erik

On Estimating Mutual Information for Feature Selection
E. Schaffernicht, R. Kaltenhaeuser, S.S. Verma, and H.-M. Gross
LNCS 6352, p. 362 ff.
Abstract | Full article in PDF | BibTeX

Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
C. Vollmer, E. Schaffernicht, and H.-M. Gross
LNCS 6353, p. 190 ff.
Abstract | Full article in PDF | BibTeX

Schaul, Tom

Schels, Martin

Scherer, Dominik

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
D. Scherer, H. Schulz, and S. Behnke
LNCS 6354, p. 82 ff.
Abstract | Full article in PDF | BibTeX

Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition
D. Scherer, A. Müller, and S. Behnke
LNCS 6354, p. 92 ff.
Abstract | Full article in PDF | BibTeX

Schmid, Thomas

Using an Artificial Neural Network to Determine Electrical Properties of Epithelia
T. Schmid, D. Günzel, and M. Bogdan
LNCS 6352, p. 211 ff.
Abstract | Full article in PDF | BibTeX

Schmidhuber, Jürgen

Policy Gradients for Cryptanalysis
F. Sehnke, C. Osendorfer, J. Sölter, J. Schmidhuber, and U. Rührmair
LNCS 6354, p. 168 ff.
Abstract | Full article in PDF | BibTeX

Schulz, Hannes

Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
D. Scherer, H. Schulz, and S. Behnke
LNCS 6354, p. 82 ff.
Abstract | Full article in PDF | BibTeX

Schwenker, Friedhelm

Sehnke, Frank

Policy Gradients for Cryptanalysis
F. Sehnke, C. Osendorfer, J. Sölter, J. Schmidhuber, and U. Rührmair
LNCS 6354, p. 168 ff.
Abstract | Full article in PDF | BibTeX

Serackis, Art $\={u}$ ras

Serap $\c{S}$ engör, Neslihan

A Neurocomputational Model of Nicotine Addiction Based on Reinforcement Learning
S. Metin and N. Serap $\c{S}$ engör
LNCS 6353, p. 228 ff.
Abstract | Full article in PDF | BibTeX

Serbencu, Adrian Emanoil

Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking Control
A. Serbencu, A.E. Serbencu, and D.C. Cernega
LNCS 6353, p. 286 ff.
Abstract | Full article in PDF | BibTeX

Serbencu, Adriana

Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking Control
A. Serbencu, A.E. Serbencu, and D.C. Cernega
LNCS 6353, p. 286 ff.
Abstract | Full article in PDF | BibTeX

Shafarenko, Alex

Shaposhnyk, Vladyslav

Shen, Furao

An Online Incremental Learning Support Vector Machine for Large-scale Data
J. Zheng, H. Yu, F. Shen, and J. Zhao
LNCS 6353, p. 76 ff.
Abstract | Full article in PDF | BibTeX

How to Use the SOINN Software: User’s Guide (Version 1.0)
K. Yamasaki, N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 521 ff.
Abstract | Full article in PDF | BibTeX

Self-Organizing Incremental Neural Network and Its Application
F. Shen and O. Hasegawa
LNCS 6354, p. 535 ff.
Abstract | Full article in PDF | BibTeX

Online Knowledge Acquisition and General Problem Solving in a Real World by Humanoid Robots
N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 551 ff.
Abstract | Full article in PDF | BibTeX

Shikauchi, Yumi

Hidden Markov Model for Human Decision Process in a Partially Observable Environment
M. Adomi, Y. Shikauchi, and S. Ishii
LNCS 6353, p. 94 ff.
Abstract | Full article in PDF | BibTeX

Shimamura, Teppei

Shimizu, Shohei

Assessing Statistical Reliability of LiNGAM via Multiscale Bootstrap
Y. Komatsu, S. Shimizu, and H. Shimodaira
LNCS 6354, p. 309 ff.
Abstract | Full article in PDF | BibTeX

Shimodaira, Hidetoshi

Assessing Statistical Reliability of LiNGAM via Multiscale Bootstrap
Y. Komatsu, S. Shimizu, and H. Shimodaira
LNCS 6354, p. 309 ff.
Abstract | Full article in PDF | BibTeX

Signoretto, Marco

Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
M. Signoretto, L. De Lathauwer, and J.A.K. Suykens
LNCS 6353, p. 59 ff.
Abstract | Full article in PDF | BibTeX

Silva, Marco

Siolas, Georgios

An Efficient Collaborative Recommender System Based on k-Separability
G. Alexandridis, G. Siolas, and A. Stafylopatis
LNCS 6354, p. 198 ff.
Abstract | Full article in PDF | BibTeX

Sirola, Miki

Modelling Power Output at Nuclear Power Plant by Neural Networks
J. Talonen, M. Sirola, and E. Augilius
LNCS 6352, p. 46 ff.
Abstract | Full article in PDF | BibTeX

Siwek, Krzysztof

Slater, Brendan

Sogawa, Yasuhiro

Soh, Zu

Solea, Razvan

Hybrid Control Structure for Multi-robot Formation
D.C. Cernega and R. Solea
LNCS 6353, p. 307 ff.
Abstract | Full article in PDF | BibTeX

Sölter, Jan

Policy Gradients for Cryptanalysis
F. Sehnke, C. Osendorfer, J. Sölter, J. Schmidhuber, and U. Rührmair
LNCS 6354, p. 168 ff.
Abstract | Full article in PDF | BibTeX

Soussen, Charles

Spartali, Iliana

Sperduti, Alessandro

A New Tree Kernel Based on SOM-SD
F. Aiolli, G. Da San Martino, and A. Sperduti
LNCS 6353, p. 49 ff.
Abstract | Full article in PDF | BibTeX

Stafylopatis, Andreas

An Artificial Immune Network for Multi-objective Optimization
A. Lanaridis and A. Stafylopatis
LNCS 6353, p. 531 ff.
Abstract | Full article in PDF | BibTeX

An Efficient Collaborative Recommender System Based on k-Separability
G. Alexandridis, G. Siolas, and A. Stafylopatis
LNCS 6354, p. 198 ff.
Abstract | Full article in PDF | BibTeX

Stamatis, Demosthenes

A Robot Vision Algorithm for Navigating in and Creating a Topological Map of a Reconfigurable Maze
E. Karapetsas and D. Stamatis
LNCS 6353, p. 327 ff.
Abstract | Full article in PDF | BibTeX

Stavropoulos, Thanos G.

System Architecture for a Smart University Building
T.G. Stavropoulos, A. Tsioliaridou, G. Koutitas, D. Vrakas, and I. Vlahavas
LNCS 6354, p. 477 ff.
Abstract | Full article in PDF | BibTeX

Steege, Frank-Florian

Steger, Angelika

Unsupervised Learning of Relations
M. Cook, F. Jug, C. Krautz, and A. Steger
LNCS 6352, p. 164 ff.
Abstract | Full article in PDF | BibTeX

Steil, Jochen Jakob

Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks
C. Emmerich, R.F. Reinhart, and J.J. Steil
LNCS 6353, p. 148 ff.
Abstract | Full article in PDF | BibTeX

Stephanakis, Ioannis M.

Stylios, Chrysostomos

A Hybrid Approach for Artifact Detection in EEG Data
J. Fairley, G. Georgoulas, C. Stylios, and D. Rye
LNCS 6352, p. 436 ff.
Abstract | Full article in PDF | BibTeX

Su, Li

On the Fringe of Awareness: The Glance-Look Model of Attention-Emotion Interactions
L. Su, P. Barnard, and H. Bowman
LNCS 6354, p. 504 ff.
Abstract | Full article in PDF | BibTeX

Subramanian, Deepak

A Model of Basal Ganglia in Saccade Generation
R. Krishnan, S. Ratnadurai, D. Subramanian, and S. Chakravarthy
LNCS 6352, p. 282 ff.
Abstract | Full article in PDF | BibTeX

Sugano, Shigeki

Sukumar, Deepika

A Computational Neuromotor Model of the Role of Basal Ganglia and Hippocampus in Spatial Navigation
D. Sukumar and S. Chakravarthy
LNCS 6353, p. 216 ff.
Abstract | Full article in PDF | BibTeX

Sun, Yi

Suykens, Johan A.K.

Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
M. Signoretto, L. De Lathauwer, and J.A.K. Suykens
LNCS 6353, p. 59 ff.
Abstract | Full article in PDF | BibTeX

Suzuki, Michiyo

Swiderski, Bartosz

Tachos, Stavros

Takemura, Noriko

Takenouchi, Takashi

Theoretical Analysis of Cross-Validation(CV)-EM Algorithm
T. Takenouchi and K. Ikeda
LNCS 6354, p. 321 ff.
Abstract | Full article in PDF | BibTeX

Takeuchi, Johane

One-Shot Supervised Reinforcement Learning for Multi-targeted Tasks: RL-SAS
J. Takeuchi and H. Tsujino
LNCS 6353, p. 204 ff.
Abstract | Full article in PDF | BibTeX

Talonen, Jaakko

Modelling Power Output at Nuclear Power Plant by Neural Networks
J. Talonen, M. Sirola, and E. Augilius
LNCS 6352, p. 46 ff.
Abstract | Full article in PDF | BibTeX

Tanahashi, Yusuke

Nominally Conditioned Linear Regression
Y. Tanahashi, R. Nakano, and K. Saito
LNCS 6354, p. 290 ff.
Abstract | Full article in PDF | BibTeX

Tangruamsub, Sirinart

Unguided Robot Navigation Using Continuous Action Space
S. Tangruamsub, M. Tsuboyama, A. Kawewong, and O. Hasegawa
LNCS 6354, p. 528 ff.
Abstract | Full article in PDF | BibTeX

Tani, Jun

Taormina, Riccardo

A Feature Selection Method for Air Quality Forecasting
L. Mesin, F. Orione, R. Taormina, and E. Pasero
LNCS 6354, p. 489 ff.
Abstract | Full article in PDF | BibTeX

Taylor, John G.

Consciousness versus Attention
J.G. Taylor
LNCS 6354, p. 496 ff.
Abstract | Full article in PDF | BibTeX

Tefas, Anastasios

Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods
A. Maronidis, A. Tefas, and I. Pitas
LNCS 6352, p. 460 ff.
Abstract | Full article in PDF | BibTeX

Dynamic Shape Learning and Forgetting
N. Tsapanos, A. Tefas, and I. Pitas
LNCS 6354, p. 333 ff.
Abstract | Full article in PDF | BibTeX

Neural Networks Training for Weapon Selection in First-Person Shooter Games
S. Petrakis and A. Tefas
LNCS 6354, p. 417 ff.
Abstract | Full article in PDF | BibTeX

Temerinac, Miodrag

Terai, Asuka

A Computational System of Metaphor Generation with Evaluation Mechanism
A. Terai and M. Nakagawa
LNCS 6353, p. 142 ff.
Abstract | Full article in PDF | BibTeX

Theodoridis, Sergios

The Complex Gaussian Kernel LMS Algorithm
P. Bouboulis and S. Theodoridis
LNCS 6353, p. 11 ff.
Abstract | Full article in PDF | BibTeX

Theofilatos, Konstantinos A.

Ti $\v{n}$ o, Peter

Multilinear Decomposition and Topographic Mapping of Binary Tensors
J. Ma $\v{z}$ gut, P. Ti $\v{n}$ o, M. Bodén, and H. Yan
LNCS 6352, p. 317 ff.
Abstract | Full article in PDF | BibTeX

Tizhoosh, Hamid R.

A Neural Approach to Image Thresholding
A.A. Othman and H.R. Tizhoosh
LNCS 6352, p. 561 ff.
Abstract | Full article in PDF | BibTeX

Torreão, José R.A.

A Model for Center-Surround Stimulus-Dependent Receptive Fields
J.R.A. Torreão and S.M.C. Victer
LNCS 6352, p. 305 ff.
Abstract | Full article in PDF | BibTeX

Torres-Huitzil, Cesar

Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots
J.H. Barron-Zambrano, C. Torres-Huitzil, and B. Girau
LNCS 6353, p. 276 ff.
Abstract | Full article in PDF | BibTeX

Travieso, Carlos M.

Bubbles Detection on Sea Surface Images
C.M. Travieso, M.A. Ferrer, and J.B. Alonso
LNCS 6352, p. 565 ff.
Abstract | Full article in PDF | BibTeX

Tsagkaris, Kostas

Tsalkidis, Aggelos

Tsapanos, Nikolaos

Dynamic Shape Learning and Forgetting
N. Tsapanos, A. Tefas, and I. Pitas
LNCS 6354, p. 333 ff.
Abstract | Full article in PDF | BibTeX

Tsapatsoulis, Nicolas

Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms
O. Georgiou and N. Tsapatsoulis
LNCS 6352, p. 442 ff.
Abstract | Full article in PDF | BibTeX

Tscherepanow, Marko

TopoART: A Topology Learning Hierarchical ART Network
M. Tscherepanow
LNCS 6354, p. 157 ff.
Abstract | Full article in PDF | BibTeX

Tsinaslanidis, Prodromos

Identification of the Head-and-Shoulders Technical Analysis Pattern with Neural Networks
A. Zapranis and P. Tsinaslanidis
LNCS 6354, p. 130 ff.
Abstract | Full article in PDF | BibTeX

Tsioliaridou, Ageliki

System Architecture for a Smart University Building
T.G. Stavropoulos, A. Tsioliaridou, G. Koutitas, D. Vrakas, and I. Vlahavas
LNCS 6354, p. 477 ff.
Abstract | Full article in PDF | BibTeX

Tsoi, Ah Chung

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks
L. Di Noi, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6353, p. 372 ff.
Abstract | Full article in PDF | BibTeX

Sentence Extraction by Graph Neural Networks
D. Muratore, M. Hagenbuchner, F. Scarselli, and A.C. Tsoi
LNCS 6354, p. 237 ff.
Abstract | Full article in PDF | BibTeX

Tsuboyama, Manabu

Unguided Robot Navigation Using Continuous Action Space
S. Tangruamsub, M. Tsuboyama, A. Kawewong, and O. Hasegawa
LNCS 6354, p. 528 ff.
Abstract | Full article in PDF | BibTeX

Tsuji, Toshio

Tsujino, Hiroshi

One-Shot Supervised Reinforcement Learning for Multi-targeted Tasks: RL-SAS
J. Takeuchi and H. Tsujino
LNCS 6353, p. 204 ff.
Abstract | Full article in PDF | BibTeX

Turchenko, Volodymyr

Turitsyn, Sergei K.

Tzelepi, Areti

Tzikas, Dimitris

An Incremental Bayesian Approach for Training Multilayer Perceptrons
D. Tzikas and A. Likas
LNCS 6352, p. 87 ff.
Abstract | Full article in PDF | BibTeX

Tzikopoulos, Stylianos D.

Urbánek, Jaroslav

Van Gool, Luc

Vargas, Patricia A.

Varona, Pablo

Optimizing Hierarchical Temporal Memory for Multivariable Time Series
D. Rozado, F.B. Rodriguez, and P. Varona
LNCS 6353, p. 506 ff.
Abstract | Full article in PDF | BibTeX

Varvarigou, Theodora

Vassileiou, Apostolos

Väyrynen, Jaakko J.

Using Correlation Dimension for Analysing Text Data
I. Kivimäki, K. Lagus, I.T. Nieminen, J.J. Väyrynen, and T. Honkela
LNCS 6352, p. 368 ff.
Abstract | Full article in PDF | BibTeX

Vellasco, Marley

Vera, Pablo A.

Linear Projection Method Based on Information Theoretic Learning
P.A. Vera, P.A. Estévez, and J.C. Principe
LNCS 6354, p. 178 ff.
Abstract | Full article in PDF | BibTeX

Verma, Saurabh Shekhar

On Estimating Mutual Information for Feature Selection
E. Schaffernicht, R. Kaltenhaeuser, S.S. Verma, and H.-M. Gross
LNCS 6352, p. 362 ff.
Abstract | Full article in PDF | BibTeX

Victer, Silvia M.C.

A Model for Center-Surround Stimulus-Dependent Receptive Fields
J.R.A. Torreão and S.M.C. Victer
LNCS 6352, p. 305 ff.
Abstract | Full article in PDF | BibTeX

Vieira, Armando

Weighted Learning Vector Quantization to Cost-Sensitive Learning
N. Chen, B. Ribeiro, A. Vieira, J. Duarte, and J. Neves
LNCS 6354, p. 277 ff.
Abstract | Full article in PDF | BibTeX

Vig, Eleonora

A Learned Saliency Predictor for Dynamic Natural Scenes
E. Vig, M. Dorr, T. Martinetz, and E. Barth
LNCS 6354, p. 52 ff.
Abstract | Full article in PDF | BibTeX

Viitaniemi, Ville

Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition
V. Viitaniemi and J. Laaksonen
LNCS 6352, p. 531 ff.
Abstract | Full article in PDF | BibTeX

Villa, Alessandro E.P.

Vlahavas, Ioannis

System Architecture for a Smart University Building
T.G. Stavropoulos, A. Tsioliaridou, G. Koutitas, D. Vrakas, and I. Vlahavas
LNCS 6354, p. 477 ff.
Abstract | Full article in PDF | BibTeX

Vollmer, Christian

Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
C. Vollmer, E. Schaffernicht, and H.-M. Gross
LNCS 6353, p. 190 ff.
Abstract | Full article in PDF | BibTeX

von der Malsburg, Christoph

Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance
J. Zhu, U. Bergmann, and C. von der Malsburg
LNCS 6353, p. 414 ff.
Abstract | Full article in PDF | BibTeX

A Bilinear Model for Consistent Topographic Representations
U. Bergmann and C. von der Malsburg
LNCS 6354, p. 72 ff.
Abstract | Full article in PDF | BibTeX

Vonau, Victoria

Voulodimos, Athanasios

Vozalis, Manolis G.

Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA
M.G. Vozalis, A. Markos, and K.G. Margaritis
LNCS 6352, p. 395 ff.
Abstract | Full article in PDF | BibTeX

Vrakas, Dimitris

System Architecture for a Smart University Building
T.G. Stavropoulos, A. Tsioliaridou, G. Koutitas, D. Vrakas, and I. Vlahavas
LNCS 6354, p. 477 ff.
Abstract | Full article in PDF | BibTeX

Wachsmuth, Sven

Continuous Visual Codebooks with a Limited Branching Tree Growing Neural Gas
M. Kortkamp and S. Wachsmuth
LNCS 6354, p. 188 ff.
Abstract | Full article in PDF | BibTeX

Wada, Yasuhiro

Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials
M. Kogure, S. Matsuzaki, and Y. Wada
LNCS 6352, p. 127 ff.
Abstract | Full article in PDF | BibTeX

Wang, Jun

A One-Layer Dual Neural Network with a Unipolar Hard-Limiting Activation Function for Shortest-Path Routing
Q. Liu and J. Wang
LNCS 6353, p. 498 ff.
Abstract | Full article in PDF | BibTeX

WANG, Xin

Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier
J. WU, X. WANG, X. LEE, and B. YAN
LNCS 6354, p. 118 ff.
Abstract | Full article in PDF | BibTeX

Washio, Takashi

Waszczyszyn, Zenon

Prediction of Compaction Characteristics of Granular Soils by Neural Networks
M. K ${\l}$ os and Z. Waszczyszyn
LNCS 6352, p. 42 ff.
Abstract | Full article in PDF | BibTeX

Wedemann, Roseli S.

Modelling Neurotic Psychopathology: Memory, Attention and Symbolization
R.S. Wedemann, L.A.V. de Carvalho, and R. Donangelo
LNCS 6354, p. 516 ff.
Abstract | Full article in PDF | BibTeX

Wei, Hui

Multilayer and Multipathway Simulation on Retina
H. Wei, X. Guan, and Q. Zuo
LNCS 6352, p. 193 ff.
Abstract | Full article in PDF | BibTeX

Wersing, Heiko

Learning Invariant Visual Shape Representations from Physics
M. Franzius and H. Wersing
LNCS 6354, p. 298 ff.
Abstract | Full article in PDF | BibTeX

Willert, Volker

Layered Motion Segmentation with a Competitive Recurrent Network
J. Eggert, J. Deigmoeller, and V. Willert
LNCS 6353, p. 124 ff.
Abstract | Full article in PDF | BibTeX

Wolf, Christian

Woodman, Marmaduke

Functional Architectures and Hierarchies of Time Scales
D. Perdikis, M. Woodman, and V. Jirsa
LNCS 6353, p. 353 ff.
Abstract | Full article in PDF | BibTeX

Wörgötter, Florentin

WU, Jun

Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier
J. WU, X. WANG, X. LEE, and B. YAN
LNCS 6354, p. 118 ff.
Abstract | Full article in PDF | BibTeX

Yabuwaki, Ryousuke

Convergence Improvement of Active Set Training for Support Vector Regressors
S. Abe and R. Yabuwaki
LNCS 6353, p. 1 ff.
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Yamane, Hiroaki

A Funny Proverb Generation System Based on Sukashi
H. Yamane and M. Hagiwara
LNCS 6354, p. 368 ff.
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Yamao, Masataka

Noise-Induced Collective Migration for Neural Crest Cells
M. Yamao, H. Naoki, and S. Ishii
LNCS 6352, p. 155 ff.
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Yamasaki, Kazuhiro

How to Use the SOINN Software: User’s Guide (Version 1.0)
K. Yamasaki, N. Makibuchi, F. Shen, and O. Hasegawa
LNCS 6354, p. 521 ff.
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YAN, Baoping

Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier
J. WU, X. WANG, X. LEE, and B. YAN
LNCS 6354, p. 118 ff.
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Yan, Hong

Multilinear Decomposition and Topographic Mapping of Binary Tensors
J. Ma $\v{z}$ gut, P. Ti $\v{n}$ o, M. Bodén, and H. Yan
LNCS 6352, p. 317 ff.
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Yonekawa, Masato

The Parameter Optimization of the Pulse Coupled Neural Network for the Pattern Recognition
M. Yonekawa and H. Kurokawa
LNCS 6354, p. 110 ff.
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Yu, Hui

An Online Incremental Learning Support Vector Machine for Large-scale Data
J. Zheng, H. Yu, F. Shen, and J. Zhao
LNCS 6353, p. 76 ff.
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Yusoff, Nooraini

Supervised Associative Learning in Spiking Neural Network
N. Yusoff and A. Grüning
LNCS 6352, p. 224 ff.
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Záluský, Roman

Zapranis, Achilleas

Identification of the Head-and-Shoulders Technical Analysis Pattern with Neural Networks
A. Zapranis and P. Tsinaslanidis
LNCS 6354, p. 130 ff.
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Zarzoso, Vicente

Zenzeri, Jacopo

Teaching Humanoids to Imitate ‘Shapes’ of Movements
V. Mohan, G. Metta, J. Zenzeri, and P. Morasso
LNCS 6353, p. 234 ff.
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Zhao, Jinxi

An Online Incremental Learning Support Vector Machine for Large-scale Data
J. Zheng, H. Yu, F. Shen, and J. Zhao
LNCS 6353, p. 76 ff.
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Zheng, Jun

An Online Incremental Learning Support Vector Machine for Large-scale Data
J. Zheng, H. Yu, F. Shen, and J. Zhao
LNCS 6353, p. 76 ff.
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Zhu, Junmei

Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance
J. Zhu, U. Bergmann, and C. von der Malsburg
LNCS 6353, p. 414 ff.
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Zlokolica, Vladimir M.

Zou, Baixian

Learning Internal Representation of Visual Context in a Neural Coding Network
J. Miao, B. Zou, L. Qing, L. Duan, and Y. Fu
LNCS 6352, p. 174 ff.
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Zuo, Qingsong

Multilayer and Multipathway Simulation on Retina
H. Wei, X. Guan, and Q. Zuo
LNCS 6352, p. 193 ff.
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