Challenging Problems and Solutions in Intelligent Systems

✍ Scribed by Guy de Trė, Przemysław Grzegorzewski, Janusz Kacprzyk, Jan W. Owsiński, Wojciech Penczek, Sławomir Zadrożny (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 345
• Series: Studies in Computational Intelligence 634
• Edition: 1
• Category: Library

✦ Synopsis

This volume presents recent research, challenging problems and solutions in Intelligent Systems– covering the following disciplines: artificial and computational intelligence, fuzzy logic and other non-classic logics, intelligent database systems, information retrieval, information fusion, intelligent search (engines), data mining, cluster analysis, unsupervised learning, machine learning, intelligent data analysis, (group) decision support systems, intelligent agents and multi-agent systems, knowledge-based systems, imprecision and uncertainty handling, electronic commerce, distributed systems, etc. The book defines a common ground for sometimes seemingly disparate problems and addresses them by using the paradigm of broadly perceived intelligent systems. It presents a broad panorama of a multitude of theoretical and practical problems which have been successfully dealt with using the paradigm of intelligent computing.

✦ Table of Contents

Front Matter....Pages i-x
Front Matter....Pages 1-1
SMT-Based Parameter Synthesis for Parametric Timed Automata....Pages 3-21
On the Identification of (\alpha ) -Asynchronous Cellular Automata in the Case of Partial Observations with Spatially Separated Gaps....Pages 23-36
k-Arithmetic Sequences—Theory and Applications....Pages 37-56
Front Matter....Pages 57-57
Forecasting of Short Time Series with Intelligent Computing....Pages 59-74
An Improved Adaptive Self-Organizing Map....Pages 75-102
Support Vector Machines in Fuzzy Regression....Pages 103-138
Quantified Quality Criteria of Contextual Bipolar Linguistic Summaries....Pages 139-158
Front Matter....Pages 159-159
Microgrids and Management of Power....Pages 161-178
Transaction Protocol and Mechanisms for Adaptive Management of Long-Running Tasks....Pages 179-197
A Hybrid Approach to Parallelization of Monte Carlo Tree Search in General Game Playing....Pages 199-215
Front Matter....Pages 217-217
A Consensus Reaching Support System for Multi-criteria Decision Making Problems....Pages 219-235
Improving Spatial Estimates of Greenhouse Gas Emissions at a Fine Resolution: A Review of Approaches....Pages 237-259
A New Approach to the Multiaspect Text Categorization by Using the Support Vector Machines....Pages 261-277
Front Matter....Pages 279-279
Content Data Based Schema Matching....Pages 281-322
Prior-Art Relevance Ranking Based on the Examiner’s Query Log Content....Pages 323-333
What NEKST?—Semantic Search Engine for Polish Internet....Pages 335-347

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)