The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The second volume includes 41 papers organized in topical sections on pattern recognition and learning, soft computing, systems theory, support vector machines, and bioinformatics.
Erscheinungsdatum: 23.03.2011

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scihub/10.1007/978-3-642-20267-4.pdf

zlib/Computers/Computer Science/Dominik Olszewski (auth.), Andrej Dobnikar, Uroš Lotrič, Branko à ter (eds.)/Adaptive and Natural Computing Algorithms: 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part II_1237867.pdf

David Hutchison; Andrej Dobnikar; Uroš Lotrič; Branko Šter; ICANNGA (Conference)

Andrej Dobnikar; Uroš Lotric; Branko Šter; ICANNGA (Conference)

ICANNGA (Conference) (10th : 2011 : Ljubljana, Slovenia)

edited by Andrej Dobnikar, Uroš Lotrič, Branko Šter

David Hutchison; ICANNGA (Conference); ICANNGA 2011

Spektrum Akademischer Verlag. in Springer-Verlag GmbH

Steinkopff. in Springer-Verlag GmbH

Springer Nature

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Theoretical Computer Science and General Issues, 6593, 1st ed. 2011, Berlin, Heidelberg, 2011

Lecture Notes in Computer Science -- 6594, Berlin, Heidelberg, Germany, 2011

Lecture Notes in Computer Science -- 6593, Berlin, Heidelberg, Germany, 2011

Lecture notes in computer science, 6593- 6594, Heidelberg :, ©2011

Lecture Notes in Computer Science volume 6594, 1st Edition., 2011

LNCS sublibrary, 6594, 1st ed. 2011, Berlin, Heidelberg, 2011

Springer Nature, Berlin, Heidelberg, 2011

Germany, Germany

1, 20110409

2013

sm23199620

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MiU

Content:
Front Matter....Pages -
Asymmetric k-Means Algorithm....Pages 1-10
Gravitational Clustering of the Self-Organizing Map....Pages 11-20
A General Method for Visualizing and Explaining Black-Box Regression Models....Pages 21-30
An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems....Pages 31-40
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU....Pages 41-50
Gabor Descriptors for Aerial Image Classification....Pages 51-60
Text Representation in Multi-label Classification: Two New Input Representations....Pages 61-70
Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation....Pages 71-80
Classification of EEG in A Steady State Visual Evoked Potential Based Brain Computer Interface Experiment....Pages 81-88
Fast Projection Pursuit Based on Quality of Projected Clusters....Pages 89-97
A New N-gram Feature Extraction-Selection Method for Malicious Code....Pages 98-107
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures....Pages 108-117
A Model of Saliency-Based Selective Attention for Machine Vision Inspection Application....Pages 118-126
Grapheme-Phoneme Translator for Brazilian Portuguese....Pages 127-135
Improvement of Inventory Control under Parametric Uncertainty and Constraints....Pages 136-146
Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints....Pages 147-155
Using CMAC for Mobile Robot Motion Control....Pages 156-166
Optimizing the Robustness of Scale-Free Networks with Simulated Annealing....Pages 167-176
Numerically Efficient Analytical MPC Algorithm Based on Fuzzy Hammerstein Models....Pages 177-185
Online Adaptation of Path Formation in UAV Search-and-Identify Missions....Pages 186-195
Reconstruction of Causal Networks by Set Covering....Pages 196-205
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context....Pages 206-214
Efficient Predictive Control and Set–Point Optimization Based on a Single Fuzzy Model....Pages 215-224
Wind Turbines States Classification by a Fuzzy-ART Neural Network with a Stereographic Projection as a Signal Normalization....Pages 225-234
Binding and Cross-Modal Learning in Markov Logic Networks....Pages 235-244
Chaotic Exploration Generator for Evolutionary Reinforcement Learning Agents in Nondeterministic Environments....Pages 245-253
Parallel Graph Transformations Supported by Replicated Complementary Graphs....Pages 254-264
Diagnosis of Cardiac Arrhythmia Using Fuzzy Immune Approach....Pages 265-274
Adaptive Finite Automaton: A New Algebraic Approach....Pages 275-284
Cryptanalytic Attack on the Self-Shrinking Sequence Generator....Pages 285-294
About Nonnegative Matrix Factorization: On the posrank Approximation....Pages 295-304
Stability of Positive Fractional Continuous-Time Linear Systems with Delays....Pages 305-311
Output-Error Model Training for Gaussian Process Models....Pages 312-321
Learning Readers’ News Preferences with Support Vector Machines....Pages 322-331
Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification....Pages 332-341
A Hybrid AIS-SVM Ensemble Approach for Text Classification....Pages 342-352
Regression Based on Support Vector Classification....Pages 353-362
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs....Pages 363-372
X-ORCA - A Biologically Inspired Low-Cost Localization System....Pages 373-382
On the Origin and Features of an Evolved Boolean Model for Subcellular Signal Transduction Systems....Pages 383-392
Back Matter....Pages -
Similarity of Transcription Profiles for Genes in Gene Sets....Pages 393-399

Annotation The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The second volume includes 41 papers organized in topical sections on pattern recognition and learning, soft computing, systems theory, support vector machines, and bioinformatics

The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The first volume includes 42 papers and a plenary lecture and is organized in topical sections on neural networks and evolutionary computation.

The book constitutes the refereed proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2013, held in Lausanne, Switzerland, in April 2013.

2012-03-09