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ORCID10th ICANNGA 2011: Ljubljana, Slovenia
- Andrej Dobnikar, Uros Lotric, Branko Ster:
Adaptive and Natural Computing Algorithms - 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6594, Springer 2011, ISBN 978-3-642-20266-7
Pattern Recognition and Learning
- Dominik Olszewski:
Asymmetric k-Means Algorithm. 1-10 - Nejc Ilc, Andrej Dobnikar:
Gravitational Clustering of the Self-Organizing Map. 11-20 - Erik Strumbelj, Igor Kononenko:
A General Method for Visualizing and Explaining Black-Box Regression Models. 21-30 - Marisa B. Figueiredo
, Ana de Almeida, Bernardete Ribeiro:
An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems. 31-40 - Bernardete Ribeiro, Ricardo Quintas, Noel Lopes:
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU. 41-50 - Vladimir Risojevic, Snjezana Momic, Zdenka Babic:
Gabor Descriptors for Aerial Image Classification. 51-60 - Rodrigo Alfaro, Héctor Allende:
Text Representation in Multi-label Classification: Two New Input Representations. 61-70 - Dominik Olszewski:
Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation. 71-80 - Zafer Iscan, Özen Özkaya, Zümray Dokur:
Classification of EEG in A Steady State Visual Evoked Potential Based Brain Computer Interface Experiment. 81-88 - Marek Grochowski, Wlodzislaw Duch:
Fast Projection Pursuit Based on Quality of Projected Clusters. 89-97 - Hamid Parvin, Behrouz Minaei, Hossein Karshenas, Akram Beigi:
A New N-gram Feature Extraction-Selection Method for Malicious Code. 98-107 - Noel Lopes, Bernardete Ribeiro:
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures. 108-117 - Xiaofeng Ding, Lizhong Xu, Xuewu Zhang, Fang Gong, Aiye Shi, Hui-Bin Wang:
A Model of Saliency-Based Selective Attention for Machine Vision Inspection Application. 118-126 - Danilo Picagli Shibata, Ricardo Luis de Azevedo da Rocha:
Grapheme-Phoneme Translator for Brazilian Portuguese. 127-135
Soft Computing
- Nicholas A. Nechval, Konstantin N. Nechval, Maris Purgailis, Uldis Rozevskis:
Improvement of Inventory Control under Parametric Uncertainty and Constraints. 136-146 - Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Wadim Wojciechowski, Bartosz Zielinski:
Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints. 147-155 - Kristóf Gáti, Gábor Horváth:
Using CMAC for Mobile Robot Motion Control. 156-166 - Pierre Buesser, Fabio Daolio, Marco Tomassini:
Optimizing the Robustness of Scale-Free Networks with Simulated Annealing. 167-176 - Piotr M. Marusak:
Numerically Efficient Analytical MPC Algorithm Based on Fuzzy Hammerstein Models. 177-185 - Willem H. van Willigen, Martijn C. Schut, A. E. Eiben, Leon J. H. M. Kester:
Online Adaptation of Path Formation in UAV Search-and-Identify Missions. 186-195 - Nick Fyson, Tijl De Bie, Nello Cristianini:
Reconstruction of Causal Networks by Set Covering. 196-205 - Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. 206-214 - Piotr M. Marusak:
Efficient Predictive Control and Set-Point Optimization Based on a Single Fuzzy Model. 215-224 - Tomasz Barszcz, Marzena Bielecka, Andrzej Bielecki, Mateusz Wójcik:
Wind Turbines States Classification by a Fuzzy-ART Neural Network with a Stereographic Projection as a Signal Normalization. 225-234 - Alen Vrecko, Danijel Skocaj, Ales Leonardis:
Binding and Cross-Modal Learning in Markov Logic Networks. 235-244 - Akram Beigi, Nasser Mozayani, Hamid Parvin:
Chaotic Exploration Generator for Evolutionary Reinforcement Learning Agents in Nondeterministic Environments. 245-253 - Leszek Kotulski, Adam Sedziwy:
Parallel Graph Transformations Supported by Replicated Complementary Graphs. 254-264 - Olgierd Unold:
Diagnosis of Cardiac Arrhythmia Using Fuzzy Immune Approach. 265-274
Systems Theory
- Reginaldo Inojosa da Silva Filho, Ricardo Luis de Azevedo da Rocha:
Adaptive Finite Automaton: A New Algebraic Approach. 275-284 - Maria Eugenia Pazo-Robles, Amparo Fúster-Sabater:
Cryptanalytic Attack on the Self-Shrinking Sequence Generator. 285-294 - Ana de Almeida:
About Nonnegative Matrix Factorization: On the posrank Approximation. 295-304 - Tadeusz Kaczorek:
Stability of Positive Fractional Continuous-Time Linear Systems with Delays. 305-311 - Jus Kocijan, Dejan Petelin:
Output-Error Model Training for Gaussian Process Models. 312-321
Support Vector Machines
- Elena Hensinger, Ilias N. Flaounas, Nello Cristianini:
Learning Readers' News Preferences with Support Vector Machines. 322-331 - Marcin Orchel:
Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification. 332-341 - Mário Antunes, Catarina Silva, Bernardete Ribeiro, Manuel Eduardo Correia:
A Hybrid AIS-SVM Ensemble Approach for Text Classification. 342-352 - Marcin Orchel:
Regression Based on Support Vector Classification. 353-362 - Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori:
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. 363-372
Bioinformatics
- Enrico Heinrich, Marian Lüder, Ralf Joost, Ralf Salomon:
X-ORCA - A Biologically Inspired Low-Cost Localization System. 373-382 - Branko Ster, Monika Avbelj, Roman Jerala, Andrej Dobnikar:
On the Origin and Features of an Evolved Boolean Model for Subcellular Signal Transduction Systems. 383-392 - Marko Toplak, Tomaz Curk, Blaz Zupan:
Similarity of Transcription Profiles for Genes in Gene Sets. 393-399
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