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1.

電子ブック
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1. Data Mining for Biomarker Discovery
edited by Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis
出版情報: Boston, MA : Springer US, 2012
シリーズ名: Springer Optimization and Its Applications ; 65
オンライン: http://dx.doi.org/10.1007/978-1-4614-2107-8
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2.

電子ブック
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2. Optimization and Data Analysis in Biomedical Informatics
edited by Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos
出版情報: New York, NY : Springer New York : Imprint: Springer, 2012
シリーズ名: Fields Institute Communications ; 63
オンライン: http://dx.doi.org/10.1007/978-1-4614-4133-5
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目次情報: 続きを見る
Preface
Novel Biclustering Methods for Re-Ordering Data Matrices (P.A. DiMaggio Jr., A. Subramani, C.A. Floudas)
Clustering Time Series Data with Distance Matrices (O. Şeref, W.A. Chaovalitwongse)
Mathematical Models of Supervised Learning and Application to Medical Diagnosis (R. De Asmundis, M.R. Guarracino)
Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer’s Disease (E.K. Lee, T.-L. Wu, F. Goldstein, A. Levey)
Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random (B. Chen, R.J. Cook)
Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis (I.A. Kakadiaris, E.G.M. Ruiz)
An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data (G. Gazzola, C.-A. Chou, M.K. Jeong, W.A. Chaovalitwongse)
Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System (F. Panetsos, A. Sanchez-Jimenez, C. Herrera-Rincon)
EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism (V. Sakkalis, K. Marias)
Maximal Connectivity and Constraints in the Human Brain (R.V. Belavkin)
Preface
Novel Biclustering Methods for Re-Ordering Data Matrices (P.A. DiMaggio Jr., A. Subramani, C.A. Floudas)
Clustering Time Series Data with Distance Matrices (O. Şeref, W.A. Chaovalitwongse)
3.

電子ブック
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3. Robust Data Mining
by Petros Xanthopoulos, Panos M. Pardalos, Theodore B. Trafalis
出版情報: New York, NY : Springer New York : Imprint: Springer, 2013
シリーズ名: SpringerBriefs in Optimization ;
オンライン: http://dx.doi.org/10.1007/978-1-4419-9878-1
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目次情報: 続きを見る
1. Introduction
2. Least Squares Problems
3. Principal Component Analysis
4. Linear Discriminant Analysis
5. Support Vector Machines
6. Conclusion
1. Introduction
2. Least Squares Problems
3. Principal Component Analysis
4.

電子ブック
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4. Computational Neuroscience
edited by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos
出版情報: New York, NY : Springer Science+Business Media, LLC, 2010
シリーズ名: Springer Optimization and Its Applications ; 38
オンライン: http://dx.doi.org/10.1007/978-0-387-88630-5
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