Holdings: Data mining in biomedicine

Data mining in biomedicine:

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Bibliographic Details
Format:	Book
Language:	English
Published:	New York, NY Springer 2007
Series:	Springer optimization and its applications 7
Subjects:	Datenverarbeitung Medizin Biology > Data processing Computational Biology > methods Data Interpretation, Statistical Data mining Medicine > Data processing Statistics as Topic > methods Data Mining Biologie Aufsatzsammlung
Online Access:	Inhaltstext Inhaltsverzeichnis
Physical Description:	XVII, 579 S. Ill., graph. Darst.
ISBN:	9780387693187 0387693181

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adam_text	Contents Preface List of Contributors Part I Recent Methodological Developments for Data Mining Problems in Pattern-Based Discriminants in the Logical Analysis of Data Sorin Exploring Microarray Data with Correspondence Analysis Stanislav An Ensemble Method of Discovering Sample Classes Using Gene Expression Profiling Dechang Chen, Zhe Zhang, Zhenqiu Liu, Xiuzhen Cheng CpG Island Identification with Higher Order and Variable Order Markov Models Zhenqiu Liu, Dechang Chen, Xue-wen Chen Data Mining Algorithms for Virtual Screening of Bioactive Compounds Mukund Deshpande, Michihiro Kuramochi, George Karypis Sparse Component Analysis: a New Tool for Data Mining Pando Data Mining Via Entropy and Graph Clustering Anthony Okafor, vi Molecular Weili Wu, Yingshu Li, Chih-hao Huang, An Optimization Approach to Identify the Relationship between Features and Output of a Multi-label Classifier Musa Classifying Noisy and Incomplete Medical Data by a Differential Latent Semantic Indexing Approach Liang Chen, Jia Ontology Search and Text Mining of MEDLINE Database Hyunki Kim, Su-Shing Chen Part II Data Mining Techniques in Disease Diagnosis Logical Analysis of Computed Tomography Data to Differentiate Entities of Idiopathic Interstitial Pneumonias M. W. Diagnosis of Techniques Giacomo Patrizi, Onetti Clinical Analysis of the Diagnostic Classification of Geriatric Disorders Giacomo Patrizi, Part III A Approach for Genes Expression Analysis Budi Mathematical Programming Formulations for Problems in Genomics and Proteomics Claudio N. Inferring the Origin of the Genetic Code Maria Deciphering the Structures of Genomic Using Recurrence Time Statistics Лап Contents Clustering Proteomics Data Using Bayesian Principal Component Analysis Halima Bioinformatics for Traumatic Brain Injury: Proteomic Data Mining Su-Sking Chen, William E. Hayes, Nancy Denslow, Kevin K. W. Wang Part IV Characterization and Prediction of Protein Structure Computational Methods for Protein Fold Prediction: an Ab-initio Topological Approach G. Ceci, A. Facchiano, A Topological Bala Part V Applications of Data Mining Techniques to Brain Dynamics Studies Data Mining in Disorders W. Chaovalitwongse, P.M. Suharitdamrong, D.-S. Shiau, L.K. Dance, Boginski, P.R. Carney, J. C. Sackellares Information Flow in Coupled Nonlinear Systems: Application to the Epileptic Human Brain S. Sabesan, K. Narayanan, Tsakalís Reconstruction of Epileptic Brain Dynamics Using Data Mining Techniques Panos Automated Seizure Prediction Algorithm and its Statistical Assessment: A Report from Ten Patients D.-S. Shiau, L.D. Iasemidis, M.C.K. Yang, P.M. Carney, L.K. Dance, W. Chaovalitwongse, Seizure Predictability in an Experimental Model of Epilepsy S.P. Nair, D.-S. Shiau, L.D. Iasemidis, W.M. Norman, P.M. J.C. Sackellares, P.R. Carney viii Contents Network-Based Techniques in Epileptic Brain Modeling Oleg Panos Index
adam_txt	Contents Preface List of Contributors Part I Recent Methodological Developments for Data Mining Problems in Pattern-Based Discriminants in the Logical Analysis of Data Sorin Exploring Microarray Data with Correspondence Analysis Stanislav An Ensemble Method of Discovering Sample Classes Using Gene Expression Profiling Dechang Chen, Zhe Zhang, Zhenqiu Liu, Xiuzhen Cheng CpG Island Identification with Higher Order and Variable Order Markov Models Zhenqiu Liu, Dechang Chen, Xue-wen Chen Data Mining Algorithms for Virtual Screening of Bioactive Compounds Mukund Deshpande, Michihiro Kuramochi, George Karypis Sparse Component Analysis: a New Tool for Data Mining Pando Data Mining Via Entropy and Graph Clustering Anthony Okafor, vi Molecular Weili Wu, Yingshu Li, Chih-hao Huang, An Optimization Approach to Identify the Relationship between Features and Output of a Multi-label Classifier Musa Classifying Noisy and Incomplete Medical Data by a Differential Latent Semantic Indexing Approach Liang Chen, Jia Ontology Search and Text Mining of MEDLINE Database Hyunki Kim, Su-Shing Chen Part II Data Mining Techniques in Disease Diagnosis Logical Analysis of Computed Tomography Data to Differentiate Entities of Idiopathic Interstitial Pneumonias M. W. Diagnosis of Techniques Giacomo Patrizi, Onetti Clinical Analysis of the Diagnostic Classification of Geriatric Disorders Giacomo Patrizi, Part III A Approach for Genes Expression Analysis Budi Mathematical Programming Formulations for Problems in Genomics and Proteomics Claudio N. Inferring the Origin of the Genetic Code Maria Deciphering the Structures of Genomic Using Recurrence Time Statistics Лап Contents Clustering Proteomics Data Using Bayesian Principal Component Analysis Halima Bioinformatics for Traumatic Brain Injury: Proteomic Data Mining Su-Sking Chen, William E. Hayes, Nancy Denslow, Kevin K. W. Wang Part IV Characterization and Prediction of Protein Structure Computational Methods for Protein Fold Prediction: an Ab-initio Topological Approach G. Ceci, A. Facchiano, A Topological Bala Part V Applications of Data Mining Techniques to Brain Dynamics Studies Data Mining in Disorders W. Chaovalitwongse, P.M. Suharitdamrong, D.-S. Shiau, L.K. Dance, Boginski, P.R. Carney, J. C. Sackellares Information Flow in Coupled Nonlinear Systems: Application to the Epileptic Human Brain S. Sabesan, K. Narayanan, Tsakalís Reconstruction of Epileptic Brain Dynamics Using Data Mining Techniques Panos Automated Seizure Prediction Algorithm and its Statistical Assessment: A Report from Ten Patients D.-S. Shiau, L.D. Iasemidis, M.C.K. Yang, P.M. Carney, L.K. Dance, W. Chaovalitwongse, Seizure Predictability in an Experimental Model of Epilepsy S.P. Nair, D.-S. Shiau, L.D. Iasemidis, W.M. Norman, P.M. J.C. Sackellares, P.R. Carney viii Contents Network-Based Techniques in Epileptic Brain Modeling Oleg Panos Index
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spellingShingle	Data mining in biomedicine Springer optimization and its applications Datenverarbeitung Medizin Biology Data processing Computational Biology methods Data Interpretation, Statistical Data mining Medicine Data processing Statistics as Topic methods Medizin (DE-588)4038243-6 gnd Data Mining (DE-588)4428654-5 gnd Biologie (DE-588)4006851-1 gnd
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title	Data mining in biomedicine
title_auth	Data mining in biomedicine
title_exact_search	Data mining in biomedicine
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title_full	Data mining in biomedicine ed. by Panos M. Pardalos ...
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title_full_unstemmed	Data mining in biomedicine ed. by Panos M. Pardalos ...
title_short	Data mining in biomedicine
title_sort	data mining in biomedicine
topic	Datenverarbeitung Medizin Biology Data processing Computational Biology methods Data Interpretation, Statistical Data mining Medicine Data processing Statistics as Topic methods Medizin (DE-588)4038243-6 gnd Data Mining (DE-588)4428654-5 gnd Biologie (DE-588)4006851-1 gnd
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