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

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February 26, 2022 | History

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

  • 0 Ratings
  • 0 Want to read
  • 0 Currently reading
  • 0 Have read

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 date with developments in this important field.

Publish Date
Language
English
Pages
446

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Table of Contents

<p><b>Research and Development in Intelligent Systems XXIX</b></p><p><b><i>Best Technical Paper</i></b>
Biologically Inspired Speaker Verification using Spiking Self-Organising Map
<b><i>Data Mining</i></b>
Parallel Random Prism: A Computationally Efficient Ensemble Learner for Classification
Questionnaire Free Text Summarisation Using Hierarchical Classification
Mining Interesting Correlated Contrast Sets
<b><i>Data Mining and Machine Learning</i></b>
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
<b><i>Planning and Optimisation</i></b>
S-Theta*: Low Steering Path-planning Algorithm
Comprehensive Parent Selection-based Genetic Algorithm
Run-Time Analysis of Classical Path-Planning Algorithms
<b><i>Knowledge Management and Prediction</i></b>
^
A Generic Platform for Ontological Query Answering
Multi-Agent Knowledge Allocation
A Hybrid Model for Business Process Event Prediction
<b><i>Short Papers</i></b>
A Comparison of Machine Learning Techniques for Recommending Search Experiences in Social Search
A Cooperative Multi-objective Optimization Framework based on Dendritic Cells Migration Dynamics
R U :-) or :-( ? Character- vs. Word-Gram Feature Selection for Sentiment Classification of OSN Corpora
Predicting Multi-class Customer Profiles Based on Transactions: A Case Study in Food Sales
Controlling Anytime Scheduling of Observation Tasks.-</p><p><b>Applications and Innovations in Intelligent Systems XX</b></p><p><b><i>Best Application Paper</i></b>
Swing Up and Balance Control of the Acrobot Solved by Genetic Programming
<b><i>Language and Classification</i></b>
Biologically Inspired Continuous Arabic Speech Recognition
A Cross-study of Sentiment Classification on Arabic Corpora
^
^^
Towards the Profiling of Twitter Users for Topic-based Filtering
<b><i>Recommendation</i></b>
Content vs. Tags for Friend Recommendation
Collaborative Filtering for Recommendation in Online Social Networks
Unsupervised Topic Extraction for the Reviewer’s Assistant
<b><i>Practical Applications and Systems</i></b>
Adapting Bottom-up, Emergent Behaviour for Character-Based AI in Games
Improving WRF-ARW Wind Speed Predictions using Genetic Programming
Optimizing Opening Strategies in a Real-time Strategy Game by a Multiobjective Genetic Algorithm
Managing Uncertainties in the Field of Planning and Budgeting – An Interactive Fuzzy Approach
<b><i>Data Mining and Machine Learning</i></b>
Identification of Correlations Between 3D Surfaces using Data Mining Techniques: Predicting Springback in Sheet Metal Forming
Towards The Collection of Census Data From Satellite Imagery using Data Mining: A Study With Respect to the Ethiopian Hinterland
^
^^
Challenges in Applying Machine Learning to Media Monitoring
<b><i>Short Papers</i></b>
Comparative Study of One-Class Classifiers for Item-based Filtering
Hybridization of Adaptive Differential Evolution with BFGS.</p>.
^^

Edition Notes

Published in
London

Classifications

Dewey Decimal Class
006.3
Library of Congress
Q334-342, TJ210.2-211.495

The Physical Object

Format
[electronic resource] :
Pagination
XIV, 446 p.
Number of pages
446

ID Numbers

Open Library
OL27085389M
Internet Archive
researchdevelopm00tash
ISBN 13
9781447147398

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February 26, 2022 Edited by ImportBot import existing book
July 6, 2019 Created by MARC Bot import new book