20. ICANN 2010:
Thessaloniki,
Greece
Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis (Eds.):
Artificial Neural Networks - ICANN 2010 - 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part I.
Lecture Notes in Computer Science 6352 Springer 2010, ISBN 978-3-642-15818-6
ANN Applications
- Vladimír Olej, Petr Hájek:
IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region.
1-11
- Cosmin Popa:
Superior-Order Curvature-Corrected Voltage Reference Using a Current Generator.
12-21
- Luis C. Freire, Ana R. Gouveia, Fernando M. Godinho:
A Neural Network-Based Method for Affine 3D Registration of FMRI Time Series Using Fourier Space Subsets.
22-31
- Harris Papadopoulos, Haris Haralambous:
Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction.
32-41
- Marzena Klos, Zenon Waszczyszyn:
Prediction of Compaction Characteristics of Granular Soils by Neural Networks.
42-45
- Jaakko Talonen, Miki Sirola, Eimontas Augilius:
Modelling Power Output at Nuclear Power Plant by Neural Networks.
46-49
- Juan Peralta, Germán Gutiérrez, Araceli Sanchís:
Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles.
50-53
- Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka:
Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network.
54-59
- David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos:
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks.
60-66
Bayesian ANN
Bio Inspired - Spiking ANN
- Vassilis Cutsuridis:
Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model.
107-116
- Boudjelal Meftah, Olivier Lezoray, Michel Lecluse, Abdelkader Benyettou:
Cell Microscopic Segmentation with Spiking Neuron Networks.
117-126
- Masumi Kogure, Shuichi Matsuzaki, Yasuhiro Wada:
Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials.
127-134
- Vladyslav V. Shaposhnyk, Pierre Dutoit, Stephen Perrig, Alessandro E. P. Villa:
Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules.
135-144
- Yoshiyuki Asai, Alessandro E. P. Villa:
Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network.
145-154
- Masataka Yamao, Honda Naoki, Shin Ishii:
Noise-Induced Collective Migration for Neural Crest Cells.
155-163
- Matthew Cook, Florian Jug, Christoph Krautz, Angelika Steger:
Unsupervised Learning of Relations.
164-173
- Jun Miao, Baixian Zou, Laiyun Qing, Lijuan Duan, Yu Fu:
Learning Internal Representation of Visual Context in a Neural Coding Network.
174-183
- Jörn Hoffmann, Karim El-Laithy, Frank Güttler, Martin Bogdan:
Simulating Biological-Inspired Spiking Neural Networks with OpenCL.
184-187
- Daniel Alejandro González Bandala, Pedro Luis Sánchez Orellana, Claudio Castellanos Sánchez:
Bio-inspired Architecture for Human Detection.
188-192
- Hui Wei, Xudong Guan, Qingsong Zuo:
Multilayer and Multipathway Simulation on Retina.
193-198
- Raul Llinares, Jorge Igual, Julio Miró-Borrás, Andrés Camacho:
Analysis of Astrophysical Ice Analogs Using Regularized Alternating Least Squares.
199-204
- Kenji Nakayama, Hiroki Horita, Akihiro Hirano:
A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form.
205-210
- Thomas Schmid, Dorothee Günzel, Martin Bogdan:
Using an Artificial Neural Network to Determine Electrical Properties of Epithelia.
211-216
- Maurizio Fiasché, Maria Cuzzola, Roberta Fedele, Pasquale Iacopino, Francesco Carlo Morabito:
Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis.
217-223
- Nooraini Yusoff, André Grüning:
Supervised Associative Learning in Spiking Neural Network.
224-229
Biomedical ANN
- Vassilis Cutsuridis, Michael E. Hasselmo:
Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples.
230-240
- Dimitrios H. Mantzaris, George C. Anastassopoulos, Lazaros S. Iliadis, Aggelos Tsalkidis, Adam Adamopoulos:
A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux's Diagnostic Factors Validity.
241-250
- Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis:
Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques.
251-260
- Marc Sauget, Rémy Laurent, Julien Henriet, Michel Salomon, Régine Gschwind, Sylvain Contassot-Vivier, Libor Makovicka, Charles Soussen:
Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy.
261-266
- Ernesto Iacucci, Yves Moreau:
Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs.
267-271
Computational Neuroscience
- Anthony Mouraud, Alain Guillaume, Hélène Paugam-Moisy:
The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements.
272-281
- Ravi Krishnan, Shivakesavan Ratnadurai, Deepak Subramanian, V. Srinivasa Chakravarthy:
A Model of Basal Ganglia in Saccade Generation.
282-290
- Michiyo Suzuki, Tetsuya Sakashita, Toshio Tsuji, Yasuhiko Kobayashi:
Computational Inferences on Alteration of Neurotransmission in Chemotaxis Learning in Caenorhabditis elegans.
291-300
- Ekaterina Komendantskaya, Krysia Broda, Artur S. d'Avila Garcez:
Neuro-symbolic Representation of Logic Programs Defining Infinite Sets.
301-304
- José R. A. Torreão, Silvia M. C. Victer:
A Model for Center-Surround Stimulus-Dependent Receptive Fields.
305-310
- Florian Hauser, David Bouchain, Günther Palm:
Simple Constraints for Zero-Lag Synchronous Oscillations under STDP.
311-316
Feature Selection/Parameter Identification and Dimensionality Reduction
- Jakub Mazgut, Peter Tino, Mikael Bodén, Hong Yan:
Multilinear Decomposition and Topographic Mapping of Binary Tensors.
317-326
- Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, Roberto Ruiz, José C. Riquelme:
Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection.
327-336
- Ingrid Brænne, Kai Labusch, Amir Madany Mamlouk:
Sparse Coding for Feature Selection on Genome-Wide Association Data.
337-346
- Anna Kucerová, Tomás Mares:
Self-adaptive Artificial Neural Network in Numerical Models Calibration.
347-350
- Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus:
Measuring Adjective Spaces.
351-355
- Hans-Ulrich Kobialka, Umer Kayani:
Echo State Networks with Sparse Output Connections.
356-361
- Erik Schaffernicht, Robert Kaltenhaeuser, Saurabh Shekhar Verma, Horst-Michael Gross:
On Estimating Mutual Information for Feature Selection.
362-367
- Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela:
Using Correlation Dimension for Analysing Text Data.
368-373
Filtering
Genetic - Evolutionary Algorithms
- Yuya Hattori, Michiyo Suzuki, Zu Soh, Yasuhiko Kobayashi, Toshio Tsuji:
A Novel Tuning Method for Neural Oscillators with a Ladder-Like Structure Based on Oscillation Analysis.
401-410
- Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto:
Ensemble-Based Methods for Cancellable Biometrics.
411-414
- Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero:
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection.
415-421
- Sandra García, Ricardo Aler, Inés María Galván:
Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data.
422-427
- Andreas S. Karathanasopoulos, Konstantinos A. Theofilatos, Panagiotis M. Leloudas, Spiridon D. Likothanassis:
Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms.
428-435
- Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David Rye:
A Hybrid Approach for Artifact Detection in EEG Data.
436-441
- Olga Georgiou, Nicolas Tsapatsoulis:
Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms.
442-449
Image - Video and Audio Processing
- Nikolaos Mitianoudis:
A Directional Laplacian Density for Underdetermined Audio Source Separation.
450-459
- Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas:
Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods.
460-469
- Dimitris Bolis, Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas:
Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition.
470-479
- Giannis K. Chantas:
Variational Bayesian Image Super-Resolution with GPU Acceleration.
480-489
- Mauricio Kugler, Takanobu Hishida, Susumu Kuroyanagi, Akira Iwata:
A Novel Approach for Hardware Based Sound Localization.
490-499
- Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis:
Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space.
500-510
- Toshifumi Sano, Shuichi Matsuzaki, Yasuhiro Wada:
Independent Component Analysis of Multi-channel Near-Infrared Spectroscopic Signals by Time-Delayed Decorrelation.
511-520
- Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko:
Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network.
521-530
- Ville Viitaniemi, Jorma Laaksonen:
Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition.
531-540
- Dalius Matuzevicius, Arturas Serackis, Dalius Navakauskas:
Application of K-Means and MLP in the Automation of Matching of 2DE Gel Images.
541-550
- Athanasios Voulodimos, Helmut Grabner, Dimitrios I. Kosmopoulos, Luc J. Van Gool, Theodora A. Varvarigou:
Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models.
551-560
- Ahmed A. Othman, Hamid R. Tizhoosh:
A Neural Approach to Image Thresholding.
561-564
- Carlos M. Travieso, Miguel A. Ferrer, Jesús B. Alonso:
Bubbles Detection on Sea Surface Images.
565-568
- Dragan Kukolj, Maja Pokric, Vladimir Zlokolica, Jovana Filipovic, Miodrag Temerinac:
No-Reference Video Quality Assessment Design Framework Based on Modular Neural Networks.
569-574
- Emel Arslan, Sabri Arik:
Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors.
575-580
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