Screen LibraryArtificial intelligence and soft computing : 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013 : proceedings. Part II /
The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully...
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| Corporate Authors: | ; |
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| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | Berlin : |
| Publication Dates: | [2013] |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in artificial intelligence ;
7895 LNCS sublibrary. SL 7, Artificial intelligence |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-38610-7 |
| Summary: |
The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence. |
| Item Description: |
International conference proceedings. Includes author index. |
| Carrier Form: | 1 online resource (xxi, 625 pages) : illustrations (black and white) |
| ISBN: |
9783642386107 (electronic book) 3642386105 (electronic book) |
| Index Number: | Q334 |
| CLC: | TP18-532 |
| Contents: |
Evolutionary Algorithms and Their Applications. Global Induction of Oblique Model Trees: An Evolutionary Approach / Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy / Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy / Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study / Method of Handling Constraints in Differential Evolution Using Fletcher's Filter / Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization / Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation / Bio-inspired Optimization of Thermomechanical Structures / Some Aspects of Evolutionary Designing Optimal Controllers / The Niching Mechanism in the Evolutionary Method of Path Planning / New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features / On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms / Data Mining. TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter / Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning / Kernel Estimation of Regression Functions in the Boundary Regions / Instance Selection in Logical Rule Extraction for Regression Problems / On Perturbation Measure of Clusters: Application / Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space / HRoBi - The Algorithm for Hierarchical Rough Biclustering / Proximity Measures and Results Validation in Biclustering - A Survey / Clustering and Classification of Time Series Representing Sign Language Words / Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory / A Clustering Method Based on the Modified RS Validity Index / Bioinformatics, Biometrics and Medical Applications. Online Emotion Classification from Electroencephalographic Signals: A First Study Conducted in a Realistic Movie Theater / White Blood Cell Differential Counts Using Convolutional Neural Networks for Low Resolution Images / Users Verification Based on Palm-Prints and Hand Geometry with Hidden Markov Models / A New Approach to Determine Three-Dimensional Facial Landmarks / A Comparison of Dimensionality Reduction Techniques in Virtual Screening / Improved X-ray Edge Detection Based on Background Extraction Algorithm / Comparison of Time-Frequency Feature Extraction Methods for EEG Signals Classification / GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study / New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning / Agent Systems, Robotics and Control. Adaptive Critic Designs in Control of Robots Formation in Unknown Environment / State-Space Reduction through Preference Modeling / Multi-Agent Temporary Logic TS4UKn Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction / Opponent Modelling by Sequence Prediction and Lookahead in Two-Player Games / Supporting Fault Tolerance in Graph-Based Multi-agent Computations / moviQuest-MAS: An Intelligent Platform for Ubiquitous Social Networking Business / Artificial Intelligence in Modeling and Simulation. Substitution Tasks Method for Discrete Optimization / Inverse Continuous Casting Problem Solved by Applying the Artificial Bee Colony Algorithm / Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators / Proposal of an Inference Engine Architecture for Business Rules and Processes / Emergence of New Global Airline Networks and Distributing Loads in Star Airports / Various Problems of Artificial Intelligence. Selection of Relevant Features for Text Classification with K-NN / Parallel Neuro-Tabu Search Algorithm for the Job Shop Scheduling Problem / Matrix Factorization for Travel Time Estimation in Large Traffic Networks / Semantically-Driven Rule Interoperability - Concept Proposal / A New Approach to Designing Interpretable Models of Dynamic Systems / Towards Efficient Information Exchange in Fusion Networks / Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem / Distribution Network Characteristics in Rough Set Approach / Comparison between PSO and AIS on the Basis of Identification of Material Constants in Piezoelectrics / Universal Intelligence, Creativity, and Trust in Emerging Global Expert Systems / A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing / Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning / Modified Merge Sort Algorithm for Large Scale Data Sets / |