Verfügbarkeit: Life science data mining /

Life science data mining /:

This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science. The cutting-edge topics presented include bio-surveillance,...

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Bibliographische Detailangaben
Körperschaft:	World Scientific (Firm)
Weitere Verfasser:	Wong, Stephen T. C., Li, Chung-Sheng, 1962-
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Singapore ; Hackensack, N.J. : World Scientific, ©2006.
Schriftenreihe:	Science, engineering, and biology informatics ; v. 2.
Schlagworte:	Computational biology > Methods. Bioinformatics. Information organization. Electronic data processing. Computational Biology Information Storage and Retrieval Bio-informatique. Organisation de l'information. SCIENCE > Life Sciences > Biochemistry. Bioinformatics Computational biology Electronic data processing Information organization Methods (Music)
Online-Zugang:	Volltext
Zusammenfassung:	This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science. The cutting-edge topics presented include bio-surveillance, disease outbreak detection, high throughput bioimaging, drug screening, predictive toxicology, biosensors, and the integration of macro-scale bio-surveillance and environmental data with micro-scale biological data for personalized medicine. This collection of works from leading researchers in the.
Beschreibung:	1 online resource (xviii, 370 pages :)
Bibliographie:	Includes bibliographical references and index.
ISBN:	9812772669 9789812772664

Internformat

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contents	Ch. 1. Survey of early warning systems for environmental and public health applications -- ch. 2. Time-lapse cell cycle quantitative data analysis using gaussian mixture models -- ch. 3. Diversity and accuracy of data mining ensemble -- ch. 4. Integrated clustering for microarray data -- ch. 5. Complexity and synchronization of EEG with parametric modeling -- ch. 6. Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification -- ch. 7. An evaluation of over-the-counter medication sales for syndromic surveillance -- ch. 8. Collaborative health sentinel -- ch. 9. A multi-modal system approach for drug abuse research and treatment evaluation: information system needs and challenges -- ch. 10. Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology -- ch. 11. Ensemble classification system implementation for biomedical microarray data -- ch. 12. An automated method for cell phase identification in high throughput time-lapse screens -- ch. 13. Inference of transcriptional regulatory networks based on cancer microarray data -- ch. 14. Data mining in biomedicine -- ch. 15. Mining multilevel association rules from gene ontology and microarray data -- ch. 16. A proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors.
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series	Science, engineering, and biology informatics ;
series2	Science, engineering, and biology informatics ;
spelling	Life science data mining / editors, Stephen Wong, Chung-Sheng Li. Singapore ; Hackensack, N.J. : World Scientific, ©2006. 1 online resource (xviii, 370 pages :) text txt rdacontent computer c rdamedia online resource cr rdacarrier data file rda Bibliography Science, engineering, and biology informatics ; v. 2 Includes bibliographical references and index. Print version record. Ch. 1. Survey of early warning systems for environmental and public health applications -- ch. 2. Time-lapse cell cycle quantitative data analysis using gaussian mixture models -- ch. 3. Diversity and accuracy of data mining ensemble -- ch. 4. Integrated clustering for microarray data -- ch. 5. Complexity and synchronization of EEG with parametric modeling -- ch. 6. Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification -- ch. 7. An evaluation of over-the-counter medication sales for syndromic surveillance -- ch. 8. Collaborative health sentinel -- ch. 9. A multi-modal system approach for drug abuse research and treatment evaluation: information system needs and challenges -- ch. 10. Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology -- ch. 11. Ensemble classification system implementation for biomedical microarray data -- ch. 12. An automated method for cell phase identification in high throughput time-lapse screens -- ch. 13. Inference of transcriptional regulatory networks based on cancer microarray data -- ch. 14. Data mining in biomedicine -- ch. 15. Mining multilevel association rules from gene ontology and microarray data -- ch. 16. A proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors. This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science. The cutting-edge topics presented include bio-surveillance, disease outbreak detection, high throughput bioimaging, drug screening, predictive toxicology, biosensors, and the integration of macro-scale bio-surveillance and environmental data with micro-scale biological data for personalized medicine. This collection of works from leading researchers in the. Computational biology Methods. Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Information organization. http://id.loc.gov/authorities/subjects/sh99001059 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computational Biology https://id.nlm.nih.gov/mesh/D019295 Information Storage and Retrieval https://id.nlm.nih.gov/mesh/D016247 Bio-informatique. Organisation de l'information. SCIENCE Life Sciences Biochemistry. bisacsh Bioinformatics fast Computational biology fast Electronic data processing fast Information organization fast Methods (Music) fast Wong, Stephen T. C. Li, Chung-Sheng, 1962- https://id.oclc.org/worldcat/entity/E39PCjBXTJxTfG8qMBJMhj6jbq http://id.loc.gov/authorities/names/n2002159416 World Scientific (Firm) http://id.loc.gov/authorities/names/no2001005546 has work: Life science data mining (Text) https://id.oclc.org/worldcat/entity/E39PCGtg63p66GjHTjyRwJkQ7b https://id.oclc.org/worldcat/ontology/hasWork Print version: 9789812700643 Science, engineering, and biology informatics ; v. 2. http://id.loc.gov/authorities/names/no2007052160 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514834 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514834 Volltext
spellingShingle	Life science data mining / Science, engineering, and biology informatics ; Ch. 1. Survey of early warning systems for environmental and public health applications -- ch. 2. Time-lapse cell cycle quantitative data analysis using gaussian mixture models -- ch. 3. Diversity and accuracy of data mining ensemble -- ch. 4. Integrated clustering for microarray data -- ch. 5. Complexity and synchronization of EEG with parametric modeling -- ch. 6. Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification -- ch. 7. An evaluation of over-the-counter medication sales for syndromic surveillance -- ch. 8. Collaborative health sentinel -- ch. 9. A multi-modal system approach for drug abuse research and treatment evaluation: information system needs and challenges -- ch. 10. Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology -- ch. 11. Ensemble classification system implementation for biomedical microarray data -- ch. 12. An automated method for cell phase identification in high throughput time-lapse screens -- ch. 13. Inference of transcriptional regulatory networks based on cancer microarray data -- ch. 14. Data mining in biomedicine -- ch. 15. Mining multilevel association rules from gene ontology and microarray data -- ch. 16. A proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors. Computational biology Methods. Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Information organization. http://id.loc.gov/authorities/subjects/sh99001059 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computational Biology https://id.nlm.nih.gov/mesh/D019295 Information Storage and Retrieval https://id.nlm.nih.gov/mesh/D016247 Bio-informatique. Organisation de l'information. SCIENCE Life Sciences Biochemistry. bisacsh Bioinformatics fast Computational biology fast Electronic data processing fast Information organization fast
subject_GND	http://id.loc.gov/authorities/subjects/sh00003585 http://id.loc.gov/authorities/subjects/sh99001059 http://id.loc.gov/authorities/subjects/sh85042288 https://id.nlm.nih.gov/mesh/D019295 https://id.nlm.nih.gov/mesh/D016247
title	Life science data mining /
title_auth	Life science data mining /
title_exact_search	Life science data mining /
title_full	Life science data mining / editors, Stephen Wong, Chung-Sheng Li.
title_fullStr	Life science data mining / editors, Stephen Wong, Chung-Sheng Li.
title_full_unstemmed	Life science data mining / editors, Stephen Wong, Chung-Sheng Li.
title_short	Life science data mining /
title_sort	life science data mining
topic	Computational biology Methods. Bioinformatics. http://id.loc.gov/authorities/subjects/sh00003585 Information organization. http://id.loc.gov/authorities/subjects/sh99001059 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computational Biology https://id.nlm.nih.gov/mesh/D019295 Information Storage and Retrieval https://id.nlm.nih.gov/mesh/D016247 Bio-informatique. Organisation de l'information. SCIENCE Life Sciences Biochemistry. bisacsh Bioinformatics fast Computational biology fast Electronic data processing fast Information organization fast
topic_facet	Computational biology Methods. Bioinformatics. Information organization. Electronic data processing. Computational Biology Information Storage and Retrieval Bio-informatique. Organisation de l'information. SCIENCE Life Sciences Biochemistry. Bioinformatics Computational biology Electronic data processing Information organization Methods (Music)
url	https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=514834
work_keys_str_mv	AT wongstephentc lifesciencedatamining AT lichungsheng lifesciencedatamining AT worldscientificfirm lifesciencedatamining

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