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Data Mining in Biomedicine
Editor
Listed:
- Panos M. Pardalos(University of Florida)Vladimir L. Boginski(Florida State University)Alkis Vazacopoulos(Dash Optimization)
Abstract
No abstract is available for this item.Individual chapters are listed in the "Chapters" tab
Suggested Citation
- Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), 2007. "Data Mining in Biomedicine," Springer Optimization and Its Applications, Springer, number 978-0-387-69319-4, December.
Handle: RePEc:spr:spopap:978-0-387-69319-4
DOI: 10.1007/978-0-387-69319-4
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Book Chapters
The following chapters of this book are listed in IDEAS- Sorin Alexe & Peter L. Hammer, 2007. "Pattern-Based Discriminants in the Logical Analysis of Data," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 3-23, Springer.
- Stanislav Busygin & Panos M. Pardalos, 2007. "Exploring Microarray Data with Correspondence Analysis," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 25-37, Springer.
- Dechang Chen & Zhe Zhang & Zhenqiu Liu & Xiuzhen Cheng, 2007. "An Ensemble Method of Discovering Sample Classes Using Gene Expression Profiling," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 39-46, Springer.
- Zhenqiu Liu & Dechang Chen & Xue-wen Chen, 2007. "CpG Island Identification with Higher Order and Variable Order Markov Models," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 47-57, Springer.
- Mukund Deshpande & Michihiro Kuramochi & George Karypis, 2007. "Data Mining Algorithms for Virtual Screening of Bioactive Compounds," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 59-90, Springer.
- Pando Georgiev & Fabian Theis & Andrzej Cichocki & Hovagim Bakardjian, 2007. "Sparse Component Analysis: a New Tool for Data Mining," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 91-116, Springer.
- Anthony Okafor & Panos Pardalos & Michelle Ragle, 2007. "Data Mining Via Entropy and Graph Clustering," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 117-131, Springer.
- Weili Wu & Yingshu Li & Chih-hao Huang & Ding-Zhu Du, 2007. "Molecular Biology and Pooling Design," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 133-139, Springer.
- Musa Mammadov & Alex Rubinov & John Yearwood, 2007. "An Optimization Approach to Identify the Relationship between Features and Output of a Multi-label Classifier," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 141-167, Springer.
- Liang Chen & Jia Zeng & Jian Pei, 2007. "Classifying Noisy and Incomplete Medical Data by a Differential Latent Semantic Indexing Approach," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 169-176, Springer.
- Hyunki Kim & Su-Shing Chen, 2007. "Ontology Search and Text Mining of MEDLINE Database," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 177-189, Springer.
- M. W. Brauner & N. Brauner & P. L. Hammer & I. Lozina & D. Valeyre, 2007. "Logical Analysis of Computed Tomography Data to Differentiate Entities of Idiopathic Interstitial Pneumonias," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 193-208, Springer.
- Giacomo Patrizi & Gabriella Addonisio & Costas Giannakakis & Andrea Onetti Muda & Gregorio Patrizi & Tullio Faraggiana, 2007. "Diagnosis of Alport Syndrome by Pattern Recognition Techniques," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 209-230, Springer.
- Giacomo Patrizi & Gregorio Patrizi & Luigi Cioccio & Claudia Bauco, 2007. "Clinical Analysis of the Diagnostic Classification of Geriatric Disorders," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 231-258, Springer.
- Budi Santosa & Tyrrell Conway & Theodore Trafalis, 2007. "A Hybrid Knowledge Based-Clustering Multi-Class SVM Approach for Genes Expression Analysis," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 261-274, Springer.
- Cláudio N. Meneses & Carlos A. S. Oliveira & Panos M. Pardalos, 2007. "Mathematical Programming Formulations for Problems in Genomics and Proteomics," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 275-290, Springer.
- Maria Luisa Chiusano & Luigi Frusciante & Gerardo Toraldo, 2007. "Inferring the Origin of the Genetic Code," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 291-320, Springer.
- Jian-Bo Gao & Yinhe Cao & Wen-wen Tung, 2007. "Deciphering the Structures of Genomic DNA Sequences Using Recurrence Time Statistics," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 321-337, Springer.
- Halima Bensmail & O. John Semmes & Abdelali Haoudi, 2007. "Clustering Proteomics Data Using Bayesian Principal Component Analysis," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 339-362, Springer.
- Su-Shing Chen & William E. Haskins & Andrew K. Ottens & Ronald L. Hayes & Nancy Denslow & Kevin K. W. Wang, 2007. "Bioinformatics for Traumatic Brain Injury: Proteomic Data Mining," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 363-387, Springer.
- G. Ceci & A. Mucherino & M. D’Apuzzo & D. Serafino & S. Costantini & A. Facchiano & G. Colonna, 2007. "Computational Methods for Protein Fold Prediction: an Ab-initio Topological Approach," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 391-429, Springer.
- Bala Krishnamoorthy & Scott Provan & Alexander Tropsha, 2007. "A Topological Characterization of Protein Structure," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 431-455, Springer.
- W. Chaovalitwongse & P. M. Pardalos & L. D. Iasemidis & W. Suharitdamrong & D. -S. Shiau & L. K. Dance & O. A. Prokopyev & V. L. Boginski & P. R. Carney & J. C. Sackellares, 2007. "Data Mining in EEG: Application to Epileptic Brain Disorders," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 459-481, Springer.
- S. Sabesan & K. Narayanan & A. Prasad & L. D. Iasemidis & A. Spanias & K. Tsakalis, 2007. "Information Flow in Coupled Nonlinear Systems: Application to the Epileptic Human Brain," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 483-503, Springer.
- Panos M. Pardalos & Vitaliy A. Yatsenko, 2007. "Reconstruction of Epileptic Brain Dynamics Using Data Mining Techniques," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 505-515, Springer.
- D. -S. Shiau & L. D. Iasemidis & M. C. K. Yang & P. M. Pardalos & P. R. Carney & L. K. Dance & W. Chaovalitwongse & J. C. Sackellares, 2007. "Automated Seizure Prediction Algorithm and its Statistical Assessment: A Report from Ten Patients," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 517-533, Springer.
- S. P. Nair & D. -S. Shiau & L. D. Iasemidis & W. M. Norman & P. M. Pardalos & J. C. Sackellares & P. R. Carney, 2007. "Seizure Predictability in an Experimental Model of Epilepsy," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 535-558, Springer.
- Oleg A. Prokopyev & Vladimir L. Boginski & Wanpracha Chaovalitwongse & Panos M. Pardalos & J. Chris Sackellares & Paul R. Carney, 2007. "Network-Based Techniques in EEG Data Analysis and Epileptic Brain Modeling," Springer Optimization and Its Applications, in: Panos M. Pardalos & Vladimir L. Boginski & Alkis Vazacopoulos (ed.), Data Mining in Biomedicine, pages 559-573, Springer.
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