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9780387741604

Artificial Intelligence and Innovations 2007

by ; ;
  • ISBN13:

    9780387741604

  • ISBN10:

    0387741607

  • Format: Hardcover
  • Copyright: 2007-09-18
  • Publisher: Springer-Verlag New York Inc

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Summary

This book brings together leading research from engineers and practitioners interested in the technical advances, business and industrial applications of intelligent systems. AIAI 2007 is focused on providing insights on how AI can be implemented in real world applications. Topics covered in this volume include:- Theoretical Advances in AI- Intelligent Internet Systems: Emerging Technologies and Applications- Intelligent Systems in Electronic Healthcare- AI in Business and Finance- Applications of AI in Industry and Daily Round- Applications of AI in Communications and Networks- Intelligent Processing of Audiovisual Content

Table of Contents

Forewordp. viii
Acknowledgementsp. x
Theoretical Advances in AIp. 1
An Evolving Oblique Decision Tree Ensemble Architecture for Continuous Learning Applicationsp. 3
Clustering Improves the Exploration of Graph Mining Resultsp. 13
Robustness of learning techniques in handling noise in imbalanced datasetsp. 21
A Wrapper for Reweighting Training Instances for Handling Imbalanced Datasetsp. 29
Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithmp. 37
Graph Based Workflow Validationp. 45
Intelligent Internet Systems: Emerging Technologies and Applicationsp. 55
Resource sharing in multi-agent systems through multi-stage negotiationp. 57
Increasing interactivity in IPTV using MPEG-21 descriptorsp. 65
Dynamic Reliability Assessment of Multiple Choice Tests in distributed E-Leaning Environments: A Case Studyp. 73
Service Decomposition and Task Allocation in Distributed Computing Environmentsp. 81
Classification of Web Documents using Fuzzy Logic Categorical Data Clusteringp. 93
Measuring Expert Impact on Learning how to Play a Board Gamep. 101
Intelligent Systems in Electronic Healthcarep. 115
A Web Based System Enabling Distributed Access and Intelligent Processing of Bioinformatics Data in Grid Environmentsp. 117
ANDROMEDA: A MATLAB Automated cDNA Microarray Data Analysis Platformp. 127
Mining Interesting Clinico-Genomic Associations: The HealthObs Approachp. 137
A Patient Fall Detection System based on Support Vector Machinesp. 147
A web-based service for improving conformance to medication treatment and patient-physician relationshipp. 157
AI in Business and Financep. 163
Informed Agents: Integrating Data Mining and Agencyp. 165
Agents methodologies for e-Chartering market designp. 175
Applications of Nature-Inspired Intelligence in Financep. 187
Staff Performance Appraisal Using Fuzzy Evaluationp. 195
Extraction of Cause Information from Newspaper Articles Concerning Business Performancep. 205
A fast parallel algorithm for frequent itemsets miningp. 213
Applications of AI in Industry and Daily Roundp. 221
Genetic Algorithms for Municipal Solid Waste Collection and Routing Optimizationp. 223
A Multi-Agent Design for a Home Automation System Dedicated to Power Managementp. 233
Domain of impact for agents collaborating in a baggage handling systemp. 243
Prediction of the collapse modes of PVC cylindrical shells under compressive axial loads using Artificial Neural Networksp. 251
Applications of AI in Communication and Networksp. 259
An Intelligent CASE Tool for Porting Mobile Java Applicationsp. 261
A Knowledge-based Service Creation and Execution Framework for Adapting Composite Wireless IP Servicesp. 271
Efficient Fair TDMA Scheduling In Wireless Multi-Hop Networksp. 279
ANN Prediction Models for Indoor SIMO Millimeter Band Systemp. 287
Intelligent Processing of Audiovisual Contentp. 297
Gender Classification Based on Feed Forward Backpropagation Neural Networkp. 299
Hardware Natural Language Interfacep. 305
Robustness of Non-Exact Multi-Channel Equalization in Reverberant Environmentsp. 315
Combining Finite State Machines and LDA for Voice Activity Detectionp. 323
Performance Evaluation of TreeQ and LVQ Classifiers for Music Information Retrievalp. 331
Image Compression with Competitive Networks and Pre-fixed Prototypesp. 339
On the use of spatial relations between objects for image classificationp. 347
A Knowledge Engineering Approach for Complex Violence Identification in Moviesp. 357
3D Tracking of Multiple People Using Their 2D Face Locationsp. 365
Multimodal emotion recognition from expressive faces, body gestures and speechp. 375
Semantic Multimedia Analysis based on Region Types and Visual Contextp. 389
Mimicking adaptation processes in the human brain with neural network retrainingp. 399
Table of Contents provided by Ingram. All Rights Reserved.

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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