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17. ICANN 2007: Porto, Portugal
- Joaquim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic:
Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4669, Springer 2007, ISBN 978-3-540-74693-5
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
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
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
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
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
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
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. 240-249 - Daqi Gao, Jianli Sun, Xiaoyan Li:
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
Fuzzy Labeled Self-organizing Map with Kernel-Based Topographic Map Formation. 341-348 - Francisco J. Veredas
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
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 Araujo Ferreira
Boosting Algorithm to Improve a Voltage Waveform Classifier Based on Artificial Neural Network. 455-464 - Shogo Okada
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
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
On Incorporating Seasonal Information on Recursive Time Series Predictors. 506-515 - Achilleas Zapranis
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
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 Rainer Tassilo 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 Leandro 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
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
Forecasting Portugal Global Load with Artificial Neural Networks. 728-737 - Ronaldo R. B. de Aquino, Otoni Nóbrega Neto, Milde M. S. Lira, Aida Araujo Ferreira
Using Genetic Algorithm to Develop a Neural-Network-Based Load Forecasting. 738-747 - Kaname Iwasa, Hideaki Inoue, Mauricio Kugler
Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model. 748-757 - Simei Gomes Wysoski, Lubica Benuskova, Nikola K. 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 Araujo Ferreira
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
K -Pages Graph Drawing with Multivalued Neural Networks. 816-825 - Alessio Micheli
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
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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