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Computational Reconstruction of Missing Data in Biological Research

data. In this book, we introduce different types of biological data missing scenarios and propose machine learning models to improve the data;

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Deep Learning and Missing Data in Engineering Systems

in engineering systems. The missing data estimation processes proposed in the book can be applied in image recognition and reconstruction. To facilitate;

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Computational Systems Bioinformatics - Methods And Biomedical Applications

of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as novel information theoretic data;

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Computational Biology

of the biological sciences. Computational biology and bioinformatics is an interdisciplinary field that develops and applies computational;

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Machine Learning and IoT

This book discusses some of the innumerable ways in which computational methods can be used to facilitate research in biology and medicine;

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Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology

computational simulation techniques to the study of biological and behavioral systems, including applications in cancer research, computational;

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Computational Methods for Molecular Imaging

imaging is an evolving clinical and research discipline enabling the visualization, characterization and quantification of biological processes;

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Clustering Challenges In Biological Networks

research contributions. This book will be a valuable source of material to faculty, students, and researchers in mathematical programming, data;

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Handbook of Statistical Bioinformatics

development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This;

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Handbook of Statistical Bioinformatics

development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This;

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Computational Systems Biology of Cancer

The future of cancer research and the development of new therapeutic strategies rely on our ability to convert biological and clinical;

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Computational Systems Biology of Cancer

The future of cancer research and the development of new therapeutic strategies rely on our ability to convert biological and clinical;

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Predictive Modeling of Drug Sensitivity

mathematical and computational approaches to biological problemsCovers all aspects of drug sensitivity modeling, starting from initial data;

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Practical Guide To Cancer Systems Biology, A

Systems biology combines computational and experimental approaches to analyze complex biological systems and focuses on understanding;

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Research in Computational Topology

Based on the first Workshop for Women in Computational Topology that took place in 2016, this volume assembles new research and;

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Biomolecular Networks

book addresses the important need for a new set of computational tools to reveal essential biological mechanisms from a systems biology;

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Computational Intelligence and Pattern Analysis in Biology Informatics

analyzing biological data in an efficient manner. This book synthesizes current research in the integration of computational intelligence and;

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Biological Data Mining

growth, Biological Data Mining presents comprehensive data mining concepts, theories, and applications in current biological and medical research;

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Biological Data Mining

growth, Biological Data Mining presents comprehensive data mining concepts, theories, and applications in current biological and medical research;

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Computational Chemistry Methodology in Structural Biology and Materials Sciences

Computational Chemistry Methodology in Structural Biology and Materials Sciences provides a selection of new research in theoretical and;

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Computational Chemistry Methodology in Structural Biology and Materials Sciences

Computational Chemistry Methodology in Structural Biology and Materials Sciences provides a selection of new research in theoretical and;

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Devloping Bioinformatics Computer Skills

data. The book covers the Unix file system, building tools and databases for bioinformatics, computational approaches to biological problems;

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Computational Methods in Systems Biology

; frameworks for model verification, validation, analysis, and simulation of biological systems; high-performance computational systems biology and;

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Frontiers in Computational Chemistry: Volume 1

Mechanics Poisson-Boltzmann Surface Area, protein-protein interactions, the use of computational methods on large biological data sets, various;

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Computational Methods for the Analysis of Genomic Data and Biological Processes

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8th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2014)

Biological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and;

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Computational Methods in Systems Biology

; model inference from experimental data; model integration from biological databases; multi-scale modeling and analysis methods; computational;

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