Research and Development in Intelligent Systems XXIX: Incorporating Applications and Innovations in Intelligent Systems XX Proceedings of AI-2012, The ... Techniques and Applications of Artificial Int - Couverture souple

Couverture souple

ISBN 10 : 1447147405 ISBN 13 : 9781447147404

Editeur : Springer, 2012

Synopsis

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 Papers.- 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.-

Applications and Innovations in Intelligent Systems XX

Best Application Paper.- Swing Up and Balance Control of the Acrobot Solved by Genetic Programming.- Language and Classification.- 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.- Recommendation.- Content vs. Tags for Friend Recommendation.- Collaborative Filtering for Recommendation in Online Social Networks.- Unsupervised Topic Extraction for the Reviewer's Assistant.- Practical Applications and Systems.- 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.- Data Mining and Machine Learning.- 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.- Short Papers.- Comparative Study of One-Class Classifiers for Item-based Filtering.- Hybridization of Adaptive Differential Evolution with BFGS.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 1447147405
• ISBN 13: 9781447147404
• Reliure: Paperback
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible