17. ICANN 2007: Porto, Portugal

Computational Neuroscience, Neurocognitive Studies

• Philipp Wolfrum, Christoph von der Malsburg:
  A Marker-Based Model for the Ontogenesis of Routing Circuits. 1-8
  
• Cristiano Cuppini, Elisa Magosso, Andrea Serino, Giuseppe Di Pellegrino, Mauro Ursino:
  A Neural Network for the Analysis of Multisensory Integration in the Superior Colliculus. 9-18
  
• Douglas S. Greer:
  Neurotransmitter Fields. 19-28
  
• Julien Erny, Josette Pastor, Henri Prade:
  SimBa: A Fuzzy Similarity-Based Modelling Framework for Large-Scale Cerebral Networks. 29-38
  
• Abraham K. Ishihara, Johan van Doornik, Terence D. Sanger:
  A Direct Measurement of Internal Model Learning Rates in a Visuomotor Tracking Task. 39-48
  
• Toshikazu Samura, Motonobu Hattori, Shun Ishizaki:
  Spatial and Temporal Selectivity of Hippocampal CA3 and Its Contribution to Sequence Disambiguation. 49-58
  
• Valery Tereshko:
  Lateral and Elastic Interactions: Deriving One Form from Another. 59-68
  

Applications in Biomedicine and Bioinformatics

• Ahmet Yardimci:
  A Survey on Use of Soft Computing Methods in Medicine. 69-79
  
• Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Gerd Schmitz:
  Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. 80-89
  
• Alexandra Scherbart, Wiebke Timm, Sebastian Böcker, Tim W. Nattkemper:
  Neural Network Approach for Mass Spectrometry Prediction by Peptide Prototyping. 90-99
  
• Mark Robinson, Cristina González Castellano, Rod Adams, Neil Davey, Yi Sun:
  Identifying Binding Sites in Sequential Genomic Data. 100-109
  
• Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas:
  On the Combination of Dissimilarities for Gene Expression Data Analysis. 110-119
  
• Paris A. Mastorocostas, Dimitris N. Varsamis, Constantinos A. Mastorocostas, Constantinos S. Hilas:
  A Locally Recurrent Globally Feed-Forward Fuzzy Neural Network for Processing Lung Sounds. 120-128
  
• Armin Duff, Reto Wyss, Paul F. M. J. Verschure:
  Learning Temporally Stable Representations from Natural Sounds: Temporal Stability as a General Objective Underlying Sensory Processing. 129-138
  
• Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel:
  Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression. 139-148
  
• Liang Wu, Predrag Neskovic:
  Classifying EEG Data into Different Memory Loads Across Subjects. 149-158
  
• Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hulle:
  Information Theoretic Derivations for Causality Detection: Application to Human Gait. 159-168
  

Pattern Recognition

• Julian Eggert, Chen Zhang, Edgar Körner:
  Template Matching for Large Transformations. 169-179
  
• Ryota Hosokawa, Shigeo Abe:
  Fuzzy Classifiers Based on Kernel Discriminant Analysis. 180-189
  
• Erik Schaffernicht, Volker Stephan, Horst-Michael Groß:
  An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees. 190-199
  
• Zhirong Yang, Jorma Laaksonen:
  Face Recognition Using Parzenfaces. 200-209
  
• Stephan Hasler, Heiko Wersing, Edgar Körner:
  A Comparison of Features in Parts-Based Object Recognition Hierarchies. 210-219
  
• Santiago Fernández, Alex Graves, Jürgen Schmidhuber:
  An Application of Recurrent Neural Networks to Discriminative Keyword Spotting. 220-229
  
• H. Swethalakshmi, C. Chandra Sekhar, V. Srinivasa Chakravarthy:
  Spatiostructural Features for Recognition of Online Handwritten Characters in Devanagari and Tamil Scripts. 230-239
  
• Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez:
  An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. 240-249
  
• Gao Daqi, Sun Jianli, Li Xiaoyan:
  Parallel-Series Perceptrons for the Simultaneous Determination of Odor Classes and Concentrations. 250-260
  
• George Caridakis, Christos Pateritsas, Athanasios I. Drosopoulos, Andreas Stafylopatis, Stefanos D. Kollias:
  Probabilistic Video-Based Gesture Recognition Using Self-organizing Feature Maps. 261-270
  
• Edmondo Trentin, Ernesto Di Iorio:
  Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition. 271-280
  
• Stefan Ringbauer, Pierre Bayerl, Heiko Neumann:
  Neural Mechanisms for Mid-Level Optical Flow Pattern Detection. 281-290
  

Data Clustering

• Konstantinos Blekas, Isaac E. Lagaris:
  Split-Merge Incremental LEarning (SMILE) of Mixture Models. 291-300
  
• I-Chun Lin, Cheng-Yuan Liou:
  Least-Mean-Square Training of Cluster-Weighted Modeling. 301-310
  
• Kazunori Iwata, Akira Hayashi:
  Identifying the Underlying Hierarchical Structure of Clusters in Cluster Analysis. 311-320
  
• Alissar Nasser, Pierre-Alexandre Hébert, Denis Hamad:
  Clustering Evaluation in Feature Space. 321-330
  
• Jochen Kerdels, Gabriele Peters:
  A Topology-Independent Similarity Measure for High-Dimensional Feature Spaces. 331-340
  

Self-organization

• Iván Machón González, Hilario López García:
  Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation. 341-348
  
• Francisco J. Veredas, Luis A. Martínez, Héctor Mesa:
  Self-organizing Maps of Spiking Neurons with Reduced Precision of Correlated Firing. 349-358
  
• Rudolf Mayer, Taha Abdel Aziz, Andreas Rauber:
  Visualising Class Distribution on Self-organising Maps. 359-368
  
• Antonio Neme, Víctor Mireles:
  Self-organizing Maps with Refractory Period. 369-378
  
• Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe:
  Improving the Correlation Hunting in a Large Quantity of SOM Component Planes. 379-388
  
• Jörg Lücke:
  A Dynamical Model for Receptive Field Self-organization in V1 Cortical Columns. 389-398
  

Text Mining and Internet Applications

• Jason J. Jung, GeunSik Jo, Seong Won Yeo:
  Meta-evolution Strategy to Focused Crawling on Semantic Web. 399-407
  
• Mark J. Embrechts, Jonathan D. Linton, Walter F. L. Bogaerts, Bram Heyns, Paul F. Evangelista:
  Automated Text Categorization Based on Readability Fingerprints. 408-416
  
• Armando Marin, Juan Manuel Adán Coello, João Luís Garcia Rosa, Carlos Miguel Tobar, Ricardo Luís de Freitas:
  Personalized Web Page Filtering Using a Hopfield Neural Network. 417-424
  
• Garen Arevian, Christo Panchev:
  Robust Text Classification Using a Hysteresis-Driven Extended SRN. 425-434
  
• Ángela Blanco, Manuel Martín-Merino:
  Semi-supervised Metrics for Textual Data Visualization. 435-444
  
• Paulo Cortez, Miguel Rio, Pedro Nuno Miranda de Sousa, Miguel Rocha:
  Topology Aware Internet Traffic Forecasting Using Neural Networks. 445-454
  

Signal and Times Series Processing

• Milde M. S. Lira, Ronaldo R. B. de Aquino, Aida A. Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Gabriela S. M. Santos, Carlos Alberto B. de O. Lira:
  Boosting Algorithm to Improve a Voltage Waveform Classifier Based on Artificial Neural Network. 455-464
  
• Shogo Okada, Osamu Hasegawa:
  Classification of Temporal Data Based on Self-organizing Incremental Neural Network. 465-475
  
• Konstantinos Nikolopoulos, Nikolaos Bougioukos, Konstantinos Giannelos, Vassilis Assimakopoulos:
  Estimating the Impact of Shocks with Artificial Neural Networks. 476-485
  
• Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang:
  Greedy KPCA in Biomedical Signal Processing. 486-495
  
• Daniel Nehme Müller, Mozart Lemos de Siqueira, Philippe Olivier Alexandre Navaux:
  The Use of Artificial Neural Networks in the Speech Understanding Model - SUM. 496-505
  
• Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio:
  On Incorporating Seasonal Information on Recursive Time Series Predictors. 506-515
  
• Achilleas Zapranis, Evi Samolada:
  Can Neural Networks Learn the "Head and Shoulders" Technical Analysis Price Pattern? Towards a Methodology for Testing the Efficient Market Hypothesis. 516-526
  
• Shigeo Abe, Kenta Onishi:
  Sparse Least Squares Support Vector Regressors Trained in the Reduced Empirical Feature Space. 527-536
  

Vision and Image Processing

• Kwang-Kyu Seo:
  Content-Based Image Retrieval by Combining Genetic Algorithm and Support Vector Machine. 537-545
  
• Rongfang Bie, Xin Jin, Chuan Xu, Chuanliang Chen, Anbang Xu, Xian Shen:
  Global and Local Preserving Feature Extraction for Image Categorization. 546-553
  
• Rahib Hidayat Abiyev, Koray Altunkaya:
  Iris Recognition for Biometric Personal Identification Using Neural Networks. 554-563
  
• Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino:
  No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks. 564-572
  
• Claudio Castellanos Sánchez:
  A Bio-inspired Connectionist Approach for Motion Description Through Sequences of Images. 573-582
  
• Alexander Gepperth, Britta Mersch, Jannik Fritsch, Christian Goerick:
  Color Object Recognition in Real-World Scenes. 583-592
  
• Frank-Florian Steege, Christian Martin, Horst-Michael Groß:
  Estimation of Pointing Poses on Monocular Images with Neural Techniques - An Experimental Comparison. 593-602
  
• Zhifeng Hao, Wen Wen, Zhou Liu, Xiaowei Yang:
  Real-Time Foreground-Background Segmentation Using Adaptive Support Vector Machine Algorithm. 603-610
  
• Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii:
  Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields. 611-620
  

Robotics, Control

• Samaneh Sarraf, Ali Fallah, T. Seyedena:
  A Neurofuzzy Controller for a Single Link Flexible Manipulator. 621-629
  
• Maciej Lawrynczuk:
  Suboptimal Nonlinear Predictive Control with Structured Neural Models. 630-639
  
• Jeff Bueckert, Simon X. Yang:
  Neural Dynamics Based Exploration Algorithm for a Mobile Robot. 640-649
  
• Maciej Lawrynczuk:
  Neural Models in Computationally Efficient Predictive Control Cooperating with Economic Optimisation. 650-659
  
• Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin:
  Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing. 660-669
  
• Alpaslan Duysak, Abdurrahman Unsal, Jeffrey L. Schiano:
  Model Reference Control Using CMAC Neural Networks. 670-679
  

Real World Applications

• Márcio L. Gonçalves, Márcio Luiz De Andrade Netto, José Alfredo F. Costa:
  A Three-Stage Approach Based on the Self-organizing Map for Satellite Image Classification. 680-689
  
• Raul Vicen-Bueno, Maria P. Jarabo-Amores, Manuel Rosa-Zurera, Roberto Gil-Pita, David de la Mata-Moya:
  Performance Analysis of MLP-Based Radar Detectors in Weibull-Distributed Clutter with Respect to Target Doppler Frequency. 690-698
  
• Pedro Claro, Nuno Borges Carvalho:
  Local Positioning System Based on Artificial Neural Networks. 699-708
  
• Siddik C. Basaran, Inayet B. Toprak, Ahmet Yardimci:
  An Adaptive Neuro-Fuzzy Inference System for Calculation Resonant Frequency and Input Resistance of Microstrip Dipole Antenna. 709-717
  
• José Miguel Hernández-Lobato, Daniel Hernández-Lobato, Alberto Suárez:
  GARCH Processes with Non-parametric Innovations for Market Risk Estimation. 718-727
  
• José Nuno Fidalgo, Manuel A. Matos:
  Forecasting Portugal Global Load with Artificial Neural Networks. 728-737
  
• Ronaldo R. B. de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Aida A. Ferreira, Katyusco F. Santos:
  Using Genetic Algorithm to Develop a Neural-Network-Based Load Forecasting. 738-747
  
• Kaname Iwasa, Hideaki Inoue, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata:
  Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model. 748-757
  
• Simei Gomes Wysoski, Lubica Benuskova, Nikola Kasabov:
  Text-Independent Speaker Authentication with Spiking Neural Networks. 758-767
  
• Eric L. Sauser, Aude Billard:
  Interferences in the Transformation of Reference Frames During a Posture Imitation Task. 768-778
  
• Ronaldo R. B. de Aquino, Geane B. Silva, Milde M. S. Lira, Aida A. Ferreira, Manoel A. Carvalho, Otoni Nóbrega Neto, Josinaldo B. de Oliveira:
  Combined Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System for Improving a Short-Term Electric Load Forecasting. 779-788
  
• Slawomir Golak:
  A MLP Solver for First and Second Order Partial Differential Equations. 789-797
  

Independent Component Analysis

• Urs Köster, Aapo Hyvärinen:
  A Two-Layer ICA-Like Model Estimated by Score Matching. 798-807
  
• Daniil Ryabko:
  Testing Component Independence Using Data Compressors. 808-815
  

Graphs

• Domingo López-Rodríguez, Enrique Mérida Casermeiro, Juan Miguel Ortiz-de-Lazcano-Lobato, Gloria Galán Marín:
  K -Pages Graph Drawing with Multivalued Neural Networks. 816-825
  
• Alessio Micheli, Alessandro Sperduti:
  Recursive Principal Component Analysis of Graphs. 826-835
  
• Miika Rajala, Risto Ritala:
  A Method to Estimate the Graph Structure for a Large MRF Model. 836-849
  

Emotion and Attention: Empirical Findings Neural Models (Special Session)

• Nienke J. H. Korsten, Nickolaos F. Fragopanagos, John G. Taylor:
  Neural Substructures for Appraisal in Emotion: Self-esteem and Depression. 850-858
  
• Etienne B. Roesch, David Sander, Klaus R. Scherer:
  The Link Between Temporal Attention and Emotion: A Playground for Psychology, Neuroscience, and Plausible Artificial Neural Networks. 859-868
  
• Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani:
  Inferring Cognition from fMRI Brain Images. 869-878
  
• John G. Taylor, Nickolaos F. Fragopanagos:
  Modelling the N2pc and Its Interaction with Value. 879-888
  
• Karla Parussel, Lola Cañamero:
  Biasing Neural Networks Towards Exploration or Exploitation Using Neuromodulation. 889-898
  

Understanding and Creating Cognitive Systems (Special Session)

• Matthew Hartley, John G. Taylor:
  A Simple Model of Cortical Activations During Both Observation and Execution of Reach-to-Grasp Movements. 899-911
  
• Toshihiko Matsuka, Yasuaki Sakamoto:
  A Cognitive Model That Describes the Influence of Prior Knowledge on Concept Learning. 912-921
  
• Stathis Kasderidis:
  Developing Concept Representations. 922-933
  
• Jorge Simão:
  Self-perturbation and Homeostasis in Embodied Recurrent Neural Networks: A Meta-model and Some Explorations with Mechanisms for Sensorimotor Coordination. 934-942
  
• Christo Panchev:
  An Oscillatory Model for Multimodal Processing of Short Language Instructions. 943-952
  
• Wlodzislaw Duch, Pawel Matykiewicz, John Pestian:
  Towards Understanding of Natural Language: Neurocognitive Inspirations. 953-962
  
• Asuka Terai, Masanori Nakagawa:
  A Computational Model of Metaphor Understanding Consisting of Two Processes. 963-972
  
• Neill R. Taylor, John G. Taylor:
  A Novel Novelty Detector. 973-983
  

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