Data Mining and Knowledge Discovery Handbook

Authors:
Oded Maimon;Lior Rokach
Affiliations:
-;-
Venue:
Data Mining and Knowledge Discovery Handbook
Year:
2010

Citing 0
Cited 13

Multilabel classification using heterogeneous ensemble of multi-label classifiers

Pattern Recognition Letters
Interactive visualization for information analysis in medical diagnosis

USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Decision system based on neural networks to optimize the energy efficiency of a petrochemical plant

Expert Systems with Applications: An International Journal
A proposed IPC-Based clustering and applied to technology strategy formulation

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Multivariate time series classification by combining trend-based and value-based approximations

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part IV
Mining uncertain data

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
A GIS-based decision support system for hotel room rate estimation and temporal price prediction: The hotel brokers' context

Decision Support Systems
On the use of consensus clustering for incremental learning of topic hierarchies

SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Geo-spotting: mining online location-based services for optimal retail store placement

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A comparative analysis of classification algorithms in data mining for accuracy, speed and robustness

Information Technology and Management
Time series symbolization and search for frequent patterns

Proceedings of the Fourth Symposium on Information and Communication Technology
A proposed IPC-based clustering method for exploiting expert knowledge and its application to strategic planning

Journal of Information Science
PAAS: Power Aware Algorithm for Scheduling in High Performance Computing

UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing

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Abstract

This book organizes key concepts, theories, standards, methodologies, trends, challenges and applications of data mining and knowledge discovery in databases. It first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. It also gives in-depth descriptions of data mining applications in various interdisciplinary industries.