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Life science data mining

Author: Stephen T C Wong; Chung-Sheng Li
Publisher: Singapore ; Hackensack, NJ : World Scientific, ©2006.
Series: Science, engineering, and biology informatics, v. 2.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Identifies and highlights the data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications  Read more...

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Document Type: Book
All Authors / Contributors: Stephen T C Wong; Chung-Sheng Li
ISBN: 981270065X 9789812700650
OCLC Number: 123904307
Description: xviii, 370 pages : illustrations ; 23 cm.
Contents: Survey of Early Warning Systems for Environmental and Public Health Applications; Time-Lapse Cell Cycle Quantitative Data Analysis Using Gaussian Mixture Models; Diversity and Accuracy of Data Mining Ensemble; Integrated Clustering for Microarray Data; Complexity and Synchronization of EEG with Parametric Modeling; Bayesian Fusion of Syndromic Surveillance with Sensor Data for Disease Outbreak Classification; An Evaluation of Over-the-Counter Medication Sales for Syndromic Surveillance; Collaborative Health Sentinel; A Multi-Modal System Approach for Drug Abuse Research and Treatment Evaluation: Information Systems Needs and Challenges; Knowledge Representation for Versatile Hybrid Intelligent Processing Applied in Predictive Toxicology; Ensemble Classification System Implementation for Biomedical Microarray Data; An Automated Method for Cell Phase Identification in High Throughput Time-Lapse Screens; Inference of Transcriptional Regulatory Networks Based on Cancer Microarray Data; Data Mining in Biomedicine; Mining Multilevel Association Rules from Gene Ontology and Microarray Data; A Proposed Sensor-Configuration and Sensitivity Analysis of Parameters with Applications to Biosensors.
Series Title: Science, engineering, and biology informatics, v. 2.
Responsibility: editors Stephen Wong, Chung-Sheng Li.

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