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Author ICANNGA (Conference) (11th : 2013 : Lausanne, Switzerland)

Title Adaptive and natural computing algorithms : 11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013 : proceedings / Marco Tomassini [and others] (eds.)
Published Berlin ; New York : Springer, ©2013


Description 1 online resource (xiii, 506 pages) : illustrations
Series Lecture notes in computer science, 1611-3349 ; 7824
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 7824. 1611-3349
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Contents On Appropriate Refractoriness and Weight Increment in Incremental Learning / Toshinori Deguchi, Junya Fukuta, Naohiro Ishii -- Vector Generation and Operations in Neural Networks Computations / Naohiro Ishii, Toshinori Deguchi -- Synaptic Scaling Balances Learning in a Spiking Model of Neocortex / Mark Rowan, Samuel Neymotin -- Can Two Hidden Layers Make a Difference? / Věra Kůrková, Marcello Sanguineti -- Time Series Visualization Using Asymmetric Self-Organizing Map / Dominik Olszewski, Janusz Kacprzyk -- Intelligence Approaches Based Direct Torque Control of Induction Motor / Moulay Rachid Douiri, Mohamed Cherkaoui -- Classifier Ensembles Integration with Self-configuring Genetic Programming Algorithm / Maria Semenkina, Eugene Semenkin -- A Multi-objective Proposal Based on Firefly Behaviour for Green Scheduling in Grid Systems / María Arsuaga-Ríos, Miguel A. Vega-Rodríguez -- A Framework for Derivative Free Algorithm Hybridization / Jose Luis Espinosa-Aranda
PSO-Tagger: A New Biologically Inspired Approach to the Part-of-Speech Tagging Problem / Ana Paula Silva, Arlindo Silva -- Training Support Vector Machines with an Heterogeneous Particle Swarm Optimizer / Arlindo Silva, Teresa Gonçalves -- Fitness Landscape-Based Characterisation of Nature-Inspired Algorithms / Matthew Crossley, Andy Nisbet, Martyn Amos -- Evolutionary Generation of Small Oscillating Genetic Networks / Matthijs van Dorp, Bruno Lannoo, Enrico Carlon -- Using Scout Particles to Improve a Predator-Prey Optimizer / Arlindo Silva, Ana Neves, Teresa Gonçalves -- QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm / Zeineb Chelly, Zied Elouedi -- Convergence Rates of Evolutionary Algorithms for Quadratic Convex Functions with Rank-Deficient Hessian / Günter Rudolph -- The Scale-Up Performance of Genetic Algorithms Applied to Group Decision Making Problems / Tatiana Tambouratzis, Vassileios Kanellidis
Using Genetic Programming to Estimate Performance of Computational Intelligence Models / Jakub Šmíd, Roman Neruda -- Multi-caste Ant Colony Algorithm for the Dynamic Traveling Salesperson Problem / Leonor Melo, Francisco Pereira, Ernesto Costa -- Generalized Information-Theoretic Measures for Feature Selection / Davor Sluga, Uros Lotric -- PCA Based Oblique Decision Rules Generating / Marcin Michalak, Karolina Nurzyńska -- Cardinality Problem in Portfolio Selection / Penka Georgieva, Ivan Popchev -- Full and Semi-supervised k-Means Clustering Optimised by Class Membership Hesitation / Piotr Płoński, Krzysztof Zaremba -- Defining Semantic Meta-hashtags for Twitter Classification / Joana Costa, Catarina Silva, Mário Antunes -- Reinforcement Learning and Genetic Regulatory Network Reconstruction / Branko Šter, Andrej Dobnikar -- Nonlinear Predictive Control Based on Least Squares Support Vector Machines Hammerstein Models / Maciej Ławryńczuk
Particle Swarm Optimization with Transition Probability for Timetabling Problems / Hitoshi Kanoh, Satoshi Chen -- A Consensus Approach for Combining Multiple Classifiers in Cost-Sensitive Bankruptcy Prediction / Ning Chen, Bernardete Ribeiro -- On the Regularization Parameter Selection for Sparse Code Learning in Electrical Source Separation / Marisa Figueiredo, Bernardete Ribeiro -- Region Based Fuzzy Background Subtraction Using Choquet Integral / Muhammet Balcilar, A. Coskun Sonmez -- A Robust Fuzzy Adaptive Control Algorithm for a Class of Nonlinear Systems / Sašo Blažič, Igor Škrjanc -- Disturbance Measurement Utilization in the Efficient MPC Algorithm with Fuzzy Approximations of Nonlinear Models / Piotr M. Marusak -- Fast Submanifold Learning with Unsupervised Nearest Neighbors / Oliver Kramer -- Using Carrillo-Lipman Approach to Speed up Simultaneous Alignment and Folding of RNA Sequences / Mária Šimaľová
Large Scale Metabolic Characterization Using Flux Balance Analysis and Data Mining / Miguel Rocha -- Automatic Procedures to Assist in Manual Review of Marine Species Distribution Maps / Gianpaolo Coro, Pasquale Pagano -- Mining the Viability Profiles of Different Breast Cancer: A Soft Computing Perspective / Antonio Neme -- Image Representation and Processing Using Ternary Quantum Computing / Simona Caraiman, Vasile Manta -- Firefly-Inspired Synchronization of Sensor Networks with Variable Period Lengths / Stefan Wieser, Pier Luca Montessoro -- Phase Transitions in Fermionic Networks / Marco Alberto Javarone, Giuliano Armano -- New Selection Schemes in a Memetic Algorithm for the Vehicle Routing Problem with Time Windows / Jakub Nalepa, Zbigniew J. Czech -- Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia / Jana Tuckova, Josef Vavrina, Jan Sanda -- Similarity Analysis Based on Bose-Einstein Divergences for Financial Time Series / Ryszard Szupiluk, Tomasz Ząbkowski
Exploratory Text Analysis: Data-Driven versus Human Semantic Similarity Judgments / Tiina Lindh-Knuutila, Timo Honkela -- Linear Support Vector Machines for Error Correction in Optical Data Transmission / Alex Metaxas, Alexei Redyuk, Yi Sun -- Windows of Driver Gaze Data: How Early and How Much for Robust Predictions of Driver Intent? / Firas Lethaus, Rachel M. Harris -- Particle Swarm Optimization for Auto-localization of Nodes in Wireless Sensor Networks / Stefania Monica, Gianluigi Ferrari -- Effective Rule-Based Multi-label Classification with Learning Classifier Systems / Miltiadis Allamanis, Fani A. Tzima -- Evolutionary Strategies Algorithm Based Approaches for the Linear Dynamic System Identification / Ivan Ryzhikov, Eugene Semenkin -- A Genetic Algorithm Approach for Minimizing the Number of Columnar Runs in a Column Store Table / Jane Jovanovski, Maja Siljanoska -- Shadow Detection in Complex Images Using Neural Networks: Application to Wine Grape Seed Segmentation / Felipe Avila, Marco Mora, Claudio Fredes
Summary 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. The 51 revised full papers presented were carefully reviewed and selected from a total of 91 submissions. The papers are organized in topical sections on neural networks, evolutionary computation, soft computing, bioinformatics and computational biology, advanced computing, and applications
Analysis Computer science
Computer software
Artificial intelligence
Optical pattern recognition
Computation by Abstract Devices
Pattern Recognition
Bibliography Includes bibliographical references and index
Notes English
Online resource; title from PDF title page (SpringerLink, viewed May. 22, 2013)
In Springer eBooks
Subject Computer algorithms -- Congresses
Adaptive computing systems -- Congresses
Natural computation -- Congresses
Computer algorithms.
Artificial intelligence.
Artificial Intelligence
artificial intelligence.
Artificial intelligence
Adaptive computing systems
Computer algorithms
Natural computation
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Tomassini, Marco, 1949-
ISBN 9783642372131
Other Titles ICANNGA 2013