Описание: This book comprises the refereed proceedings of the International Conferences, SIP, WSE, and ICHCI 2012, held in conjunction with GST 2012 on Jeju Island, Korea, in November/December 2012.
Описание: This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The papers are organized in topical sections on image coding, processing and analysis; pattern recognition and machine learning; neural networks for pattern recognition;
Описание: The papers are organized in topical sections on mathematical theory of PR, supervised and unsupervised classification, feature or instance selection for classification, image analysis and retrieval, signals analysis and processing, applications of pattern recognition, biometrics, video analysis, and data mining.
Описание: This book presents the use of efficientEvolutionary Computation (EC) algorithms for solving diverse real-world imageprocessing and pattern recognition problems.
Автор: Xin-She Yang Название: Bio-Inspired Computation and Applications in Image Processing ISBN: 0128045361 ISBN-13(EAN): 9780128045367 Издательство: Elsevier Science Рейтинг: Цена: 17517.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field.
In addition to documenting state-of-the-art developments, this book also discusses future research trends in bio-inspired computation, helping researchers establish new research avenues to pursue.
Автор: Cecilia Di Chio; Stefano Cagnoni; Carlos Cotta; Ma Название: Applications of Evolutionary Computation ISBN: 3642122388 ISBN-13(EAN): 9783642122385 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Since 1998, EvoApplications - formerly known as EvoWorkshops- has provided a unique opportunity for EC researchers to meet and discuss application aspects of EC and has been an important link between EC research and its application in a variety of domains.
Автор: Anna I. Esparcia-Alc?zar; Antonio M. Mora Название: Applications of Evolutionary Computation ISBN: 3662455226 ISBN-13(EAN): 9783662455227 Издательство: Springer Рейтинг: Цена: 14535.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Nature-inspired techniques for telecommunication networks and other parallel and distributed systems.- Evolutionary algorithms and complex systems.- Evolutionary computation in energy applications.- Evolutionary and natural computation in finance and economics.- Bio-inspired algorithms in games.- Evolutionary computation in image analysis, signal processing, and pattern recognition.- Nature-inspired techniques in industrial settings.- Bio-inspired algorithms for continuous parameter optimization.- Parallel implementation of evolutionary algorithms.- Computational intelligence for risk management, security and defence applications.- Evolutionary computation in robotics.- Evolutionary algorithms in stochastic and dynamic environments.- EC and related techniques in bioinformatics and computational biology.
Описание: This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition;
Автор: Giovanni Squillero; Paolo Burelli Название: Applications of Evolutionary Computation ISBN: 3319312030 ISBN-13(EAN): 9783319312033 Издательство: Springer Рейтинг: Цена: 13416.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization.- Genetic Programming with Memory for Financial Trading.- Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.- Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution.- Portfolio Optimization, a Decision-Support Methodology for Small Budgets.- Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models.- EvoBIO: On Combinatorial Optimisation in Analysis of Protein-Protein Interaction and Protein Folding Networks.- A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data.- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization.- Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks.- Hybrid Biclustering Algorithms for Data Mining.- Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constraint Non-negative Matrix Factorization.- Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks.- EvoCOMNET: A Hybrid Discrete Artificial Bee Colony Algorithm for the Multicast Routing Problem.- Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming.- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.- A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network.- A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing.- An (MI)LP-Based Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access Network Design.- Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip.- A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers.- UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets.- EvoCOMPLEX: Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.- The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks.- Influence Maximization in Social Networks with Genetic Algorithms.- Measuring Diversity of Socio-Cognitively Inspired ACO Search.- Multiwinner Voting in Genetic Algorithms for Solving Ill-Posed Global Optimization Problems.- EvoENERGY: A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation.- Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios.- Stigmergy-Based Scheduling of Flexible Loads.- Electrical Load Pattern Shape Clustering Using Ant Colony Optimization.- Optimization of Operation and Control Strategies for Battery Energy Storage Systems by Evolutionary Algorithms.- EvoGAMES: Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games.- There Can Be only One: Evolving RTS Bots via Joust Selection.- Constrained Level Generation through Grammar-Based Evolutionary Algorithms.- Evolving Chess-Like Games Using Relative Algorithm Performance Profiles.- Online Evolution for Multi-action Adversarial Games.- The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning.- Dangerousness Metric for Gene Regulated Car Driving.- Using Isovists to Evolve Terrains with Gameplay Elements.- A Spatially-Structured PCG Method for Content Diversity in a Physics-Based simulation Game.- Design and Evaluation of an Extended Learning Classifier-Based StarCraft Micro AI.- EvoIASP: A Wrapper Feature Selection Approach to Classification with Missing Data.- Bare-Bone Particle Swarm Optimisation for Simultaneously Discretisin
Автор: Giovanni Squillero; Paolo Burelli Название: Applications of Evolutionary Computation ISBN: 3319311522 ISBN-13(EAN): 9783319311524 Издательство: Springer Рейтинг: Цена: 7826.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoNUM: Local Fitness Meta-Models with Nearest Neighbor Regression.- Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms.- Benchmarking Languages for Evolutionary Algorithms.- On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.- Evolving Smoothing Kernels for Global Optimization.- EvoPAR: Implementing Parallel Differential Evolution on Spark.- ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithm.- Addressing High Dimensional Multi-Objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces.- Compilable Phenotypes: Accelerating the Evaluation of Individuals in Grammatical Evolution.- GPU Accelerated Molecular Docking Simulation with Genetic Algorithms.- EvoRISK: Challenging Anti-virus Through Evolutionary Malware Obfuscation.- EvoROBOT: Leveraging Online Racing and Population Cloning in Evolutionary Multirobot Systems.- Multi-Agent Behavior-Based Policy Transfer.- On-line Evolution of Foraging Behaviour in a Population of Real Robots.- Hybrid Control for a Real Swarm Robotics System in an Intruder Detection Task.- EvoSTOC: Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments.- Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting.- Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation.- Genetic Programming Algorithms for Dynamic Environments.- A Memory-Based NSGA-II Algorithm for Dynamic Multi-Objective Optimization Problems.- Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems.
Описание: This book bridges the gap between computer science academics and traders, presenting state-of-the-art techniques in financial engineering using machine learning and evolutionary computation. Includes information on software for implementing solutions.
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