Research and Development in Intelligent Systems XXIX : Incorporating Applications and Innovations in Intelligent Systems XX Proceedings of AI-2012, The Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence. 1st ed. 2012

種類:

電子ブック

責任表示:

edited by Max Bramer, Miltos Petridis

出版情報:

London : Springer London : Imprint: Springer, 2012

著者名:

• Bramer, Max.
• Petridis, Miltos.
• SpringerLink (Online service)

ISBN:

9781447147398 [1447147391]    

注記:

Research and Development in Intelligent Systems XXIX Best Technical Paper -- Biologically Inspired Speaker Verification using Spiking Self-Organising Map -- Data Mining -- Parallel Random Prism: A Computationally Efficient Ensemble Learner for Classification -- Questionnaire Free Text Summarisation Using Hierarchical Classification -- Mining Interesting Correlated Contrast Sets -- Data Mining and Machine Learning -- eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams -- A Geometric Moving Average Martingale Method for Detecting Changes in Data Streams -- Using Chunks to Categorise Chess Positions -- Planning and Optimisation -- S-Theta*: Low Steering Path-planning Algorithm -- Comprehensive Parent Selection-based Genetic Algorithm -- Run-Time Analysis of Classical Path-Planning Algorithms -- Knowledge Management and Prediction -- A Generic Platform for Ontological Query Answering -- Multi-Agent Knowledge Allocation -- A Hybrid Model for Business Process Event Prediction -- Short
The papers in this volume are the refereed papers presented at AI-2012, the Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2012 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Data Mining, Data Mining and Machine Learning, Planning and Optimisation, and Knowledge Management and Prediction, followed by application stream sections on Language and Classification, Recommendation, Practical Applications and Systems, and Data Mining and Machine Learning. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-ninth volume in the Research and Development in Intelligent Systems series, which also incorporates the twentieth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to d

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