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001 978-0-387-69319-4
003 DE-He213
005 20250710084010.0
007 cr nn 008mamaa
008 100301s2007 xxu| s |||| 0|eng d
020 _a9780387693194
_a99780387693194
024 7 _a10.1007/978-0-387-69319-4
_2doi
082 0 4 _a610
_223
100 1 _aPardalos, Panos M.
_eeditor.
245 1 0 _aData Mining in Biomedicine
_h[recurso electrónico] /
_cedited by Panos M. Pardalos, Vladimir L. Boginski, Alkis Vazacopoulos.
264 1 _aBoston, MA :
_bSpringer US,
_c2007.
300 _aXVII, 579 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Optimization and Its Applications,
_x1931-6828 ;
_v7
505 0 _aRecent Methodological Developments for Data Mining Problems in Biomedicine -- Pattern-Based Discriminants in the Logical Analysis of Data -- Exploring Microarray Data with Correspondence Analysis -- An Ensemble Method of Discovering Sample Classes Using Gene Expression Profiling -- CpG Island Identification with Higher Order and Variable Order Markov Models -- Data Mining Algorithms for Virtual Screening of Bioactive Compounds -- Sparse Component Analysis: a New Tool for Data Mining -- Data Mining Via Entropy and Graph Clustering -- Molecular Biology and Pooling Design -- An Optimization Approach to Identify the Relationship between Features and Output of a Multi-label Classifier -- Classifying Noisy and Incomplete Medical Data by a Differential Latent Semantic Indexing Approach -- Ontology Search and Text Mining of MEDLINE Database -- Data Mining Techniques in Disease Diagnosis -- Logical Analysis of Computed Tomography Data to Differentiate Entities of Idiopathic Interstitial Pneumonias -- Diagnosis of Alport Syndrome by Pattern Recognition Techniques -- Clinical Analysis of the Diagnostic Classification of Geriatric Disorders -- Data Mining Studies in Genomics and Proteomics -- A Hybrid Knowledge Based-Clustering Multi-Class SVM Approach for Genes Expression Analysis -- Mathematical Programming Formulations for Problems in Genomics and Proteomics -- Inferring the Origin of the Genetic Code -- Deciphering the Structures of Genomic DNA Sequences Using Recurrence Time Statistics -- Clustering Proteomics Data Using Bayesian Principal Component Analysis -- Bioinformatics for Traumatic Brain Injury: Proteomic Data Mining -- Characterization and Prediction of Protein Structure -- Computational Methods for Protein Fold Prediction: an Ab-initio Topological Approach -- A Topological Characterization of Protein Structure -- Applications of Data Mining Techniques to Brain Dynamics Studies -- Data Mining in EEG: Application to Epileptic Brain Disorders -- Information Flow in Coupled Nonlinear Systems: Application to the Epileptic Human Brain -- Reconstruction of Epileptic Brain Dynamics Using Data Mining Techniques -- Automated Seizure Prediction Algorithm and its Statistical Assessment: A Report from Ten Patients -- Seizure Predictability in an Experimental Model of Epilepsy -- Network-Based Techniques in EEG Data Analysis and Epileptic Brain Modeling.
520 _aThis volume presents an extensive collection of chapters covering various aspects of the exciting and important research area of data mining techniques in biomedicine. The topics include: - new approaches for the analysis of biomedical data, - applications of data mining techniques to real-life problems in medical practice, - comprehensive reviews of recent trends in the field. The book addresses the problems arising in fundamental areas of biomedical research, such as genomics, proteomics, protein characterization, and neuroscience. This volume would be of interest to scientists and practitioners working in the field of biomedicine, as well as related areas of engineering, mathematics, and computer science. It can also be helpful to graduate students and young researchers looking for new exciting directions in their work. Since each chapter can be read independently, readers interested in specific problems and applications may find the material of certain chapters useful.
650 0 _aMEDICINE.
650 0 _aMATHEMATICS.
650 0 _aOPERATIONS RESEARCH.
650 0 _aSTATISTICS.
650 0 _aBIOMEDICAL ENGINEERING.
650 1 4 _aBIOMEDICINE.
650 2 4 _aBIOMEDICINE GENERAL.
650 2 4 _aAPPLICATIONS OF MATHEMATICS.
650 2 4 _aOPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING.
650 2 4 _aBIOMEDICAL ENGINEERING.
650 2 4 _aSTATISTICS FOR LIFE SCIENCES, MEDICINE, HEALTH SCIENCES.
700 1 _aBoginski, Vladimir L.
_eeditor.
700 1 _aVazacopoulos, Alkis.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387693187
830 0 _aSpringer Optimization and Its Applications,
_x1931-6828 ;
_v7
856 4 0 _uhttp://dx.doi.org/10.1007/978-0-387-69319-4
_zVer el texto completo en las instalaciones del CICY
912 _aZDB-2-SBL
942 _2ddc
_cER
999 _c58119
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