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ORCID20. ICANN 2010: Thessaloniki, Greece
- Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis:
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 - Luís C. Freire, Ana Isabel Rodrigues 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 Sanchis:
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
- Yasuhiro Sogawa, Shohei Shimizu, Aapo Hyvärinen, Takashi Washio, Teppei Shimamura, Seiya Imoto:
Discovery of Exogenous Variables in Data with More Variables Than Observations. 67-76 - Tikara Hosino:
Bayesian Joint Optimization for Topic Model and Clustering. 77-86 - Dimitris Tzikas, Aristidis Likas:
An Incremental Bayesian Approach for Training Multilayer Perceptrons. 87-96 - Bartosz Miller:
Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding. 97-100 - Kobra Etminani, Mahmoud Naghibzadeh, Amir Reza Razavi:
Globally Optimal Structure Learning of Bayesian Networks from Data. 101-106
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 D. Tsalkidis, Adam V. 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 Tiño, 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
- Poramate Manoonpong, Frank Pasemann, Christoph Kolodziejski, Florentin Wörgötter:
Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots. 374-383 - Meng Li, Yiu-ming Cheung:
Automatic Segmentation of Color Lip Images Based on Morphological Filter. 384-387 - Charles W. Fox, Tony J. Prescott:
Learning in a Unitary Coherent Hippocampus. 388-394 - Manolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis:
Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA. 395-400
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-Rodríguez, 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 B. 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 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 R. 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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