Emerging Intelligent Technologies in Industry

✍ Scribed by Paweł Gora (auth.), Dominik Ryżko, Henryk Rybiński, Piotr Gawrysiak, Marzena Kryszkiewicz (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 359
• Series: Studies in Computational Intelligence 369
• Edition: 1
• Category: Library

✦ Synopsis

Intelligent technologies are the essential factors of innovation, and enable the industry to overcome technological limitations and explore the new frontiers. Therefore it is necessary for scientists and practitioners to cooperate and inspire each other, and use the latest research results in creating new designs and products. The idea of this book came out with the industrial workshop organized at the ISMIS conference in Warsaw, 2011. The book covers several applications of emerging, intelligent technologies in various branches of the industry. The contributions describe modern intelligent tools, algorithms and architectures, which have the potential to solve real problems, experienced by practitioners in various industry sectors. We hope this volume will show new directions for cooperation between science and industry and will facilitate efficient transfer of knowledge in the area of intelligent information systems.

✦ Table of Contents

Front Matter....Pages -
A Genetic Algorithm Approach to Optimization of Vehicular Traffic in Cities by Means of Configuring Traffic Lights....Pages 1-10
Towards Understanding Protein-Protein Interactions: The AI Approach....Pages 11-20
Integrating Clustering and Classification Techniques: A Case Study for Reservoir Facies Prediction....Pages 21-34
A Novel Method Based on Modified Shuffled Frog Leaping Algorithm and Artificial Neural Network for Power System Load Prediction....Pages 35-46
Stock Investment Decision Making: A Social Network Approach....Pages 47-57
An Interactive Tool for Automatic Index Selection in Relational Database Management Systems....Pages 59-67
NASA Technology Transfer System....Pages 69-80
Agent Metamodel for Virtual Reality Applications....Pages 81-90
Porting Graphical User Interfaces through Ontology Alignment....Pages 91-104
Querying and Splitting Techniques for SBA: A Model Checking Based Approach....Pages 105-122
Polish-English Word Alignment: Preliminary Study....Pages 123-132
Concept-Based Topic Model Improvement....Pages 133-142
Automatic Supply of a Medical Knowledge Base Using Linguistic Methods....Pages 143-155
“Dynamic” Syntax Model in Automated Language Analysis Systems for Increasing Full-Text Search Systems Efficiency....Pages 157-166
An Algorithm for Parallel Tree-Shaped Bayesian Network Construction....Pages 167-184
Mining Hierarchical Communities from Complex Networks Using Distance-Based Similarity....Pages 185-196
Architecture of Distributed System for Challenging Data Mining Tasks....Pages 197-206
External Validation Measures for Nested Clustering of Text Documents....Pages 207-225
Knowledge Trends – Analysis of Data Frames....Pages 227-235
Correlated Gauss Distribution Based Rough Entropy Thresholding Measures in Image Segmentation....Pages 237-252
Lazy Approach to Privacy Preserving Classification with Emerging Patterns....Pages 253-268
LRFI – Fault Injection Tool for Testing Mobile Software....Pages 269-282
How Rich Are Mobile Rich Internet Applications?....Pages 283-295
Fuzzy Model of QPSK and QAM Modulation....Pages 297-305
Who/Where Are My New Customers?....Pages 307-317
Customer Experience Management Architecture for Enhancing Corporate Customer Centric Capabilities....Pages 319-328
Shopping Path Modeling Using a Transition Matrix Compression Algorithm....Pages 329-339
Back Matter....Pages -

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)