Blog search and mining in the business domain
Proceedings of the 2007 international workshop on Domain driven data mining
Sentence-Level Novelty Detection in English and Malay
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Design and development of a mobile peer-to-peer social networking application
Expert Systems with Applications: An International Journal
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Introduction to Mobile Information Retrieval
IEEE Intelligent Systems
Blended metrics for novel sentence mining
Expert Systems with Applications: An International Journal
Evaluation of novelty metrics for sentence-level novelty mining
Information Sciences: an International Journal
Database optimization for novelty detection
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Detecting novel business blogs
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
An intelligent system for sentence retrieval and novelty mining
International Journal of Knowledge Engineering and Data Mining
Multilingual sentence categorization and novelty mining
Information Processing and Management: an International Journal
D2S: Document-to-sentence framework for novelty detection
Knowledge and Information Systems
International Journal of Advanced Pervasive and Ubiquitous Computing
Adaptable Services for Novelty Mining
International Journal of Systems and Service-Oriented Engineering
Tracing significant association rules using critical least association rules model
International Journal of Innovative Computing and Applications
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This paper describes the design and development of an intelligent data mining application for novelty detection. We describe our experience in applying recent research advances in novelty detection to practical situations. As most of the algorithms require complex matrix calculations, implementation and optimisation of the techniques are not trivial matters. The resulting system when adapting the design to the industrial settings makes use of intelligent novelty mining techniques that can fit the changing requirements of a real world organisation.