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Kernel methods in computational biology
"A Bradford book."Modern machine learning techniques are proving to be extremely valuable for the analysis of data in computational biology problems. One branch of machine learning, kernel methods, lends itself particularly well to the difficult aspects of biological data, which include high dimensionality (as in microarray measurements), representation as discrete and structured data (as in DN…
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- ISBN/ISSN
- 0262256924
- Collation
- 1 online resource (ix, 400 pages) :illustrations.
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Video Bioinformatics From Live Imaging to Knowledge
The advances of live cell video imaging and high-throughput technologies for functional and chemical genomics provide unprecedented opportunities to understand how biological processes work in subcellular and multicellular systems. The interdisciplinary research field of Video Bioinformatics is defined by Bir Bhanu as the automated processing, analysis, understanding, data mining, visualizati…
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- ISBN/ISSN
- 978-3-319-23724-4
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- -
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Research in Computational Molecular Biology
This book constitutes the refereed proceedings of the 19th Annual International Conference on Research in Computational Molecular Biology, RECOMB 2015, held in Warsaw, Poland, in April 2015. The 36 extended abstracts were carefully reviewed and selected from 170 submissions. They report on original research in all areas of computational molecular biology and bioinformatics.
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- Ed. 1
- ISBN/ISSN
- 978-3-319-16706-0
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- -
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Translational Biomedical Informatics A Precision Medicine Perspective
This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future transla…
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- ISBN/ISSN
- 978-981-10-1503-8
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The Visual Neuroscience of Robotic Grasping Achieving Sensorimotor Skills th…
This book presents interdisciplinary research that pursues the mutual enrichment of neuroscience and robotics. Building on experimental work, and on the wealth of literature regarding the two cortical pathways of visual processing - the dorsal and ventral streams - we define and implement, computationally and on a real robot, a functional model of the brain areas involved in vision-based graspi…
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- ISBN/ISSN
- 978-3-319-20303-4
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Applications of Intelligent Optimization in Biology and Medicine: Current Tre…
This volume provides updated, in-depth material on the application of intelligent optimization in biology and medicine. The aim of the book is to present solutions to the challenges and problems facing biology and medicine applications. This Volume comprises of 13 chapters, including an overview chapter, providing an up-to-date and state-of-the research on the application of intelligent optimiz…
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- Ed. 1
- ISBN/ISSN
- 978-3-319-21212-8
- Collation
- XIII, 307
- Series Title
- Intelligent Systems Reference Library
- Call Number
- 006.3 APP a
Applications of Dynamical Systems in Biology and Medicine
This volume highlights problems from a range of biological and medical applications that can be interpreted as questions about system behavior or control. Topics include drug resistance in cancer and malaria, biological fluid dynamics, auto-regulation in the kidney, anti-coagulation therapy, evolutionary diversification and photo-transduction. Mathematical techniques used to describe and invest…
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- Ed. 1
- ISBN/ISSN
- 978-1-4939-2782-1
- Collation
- XI, 233
- Series Title
- The IMA Volumes in Mathematics and its Applications
- Call Number
- 519.4 APP a
Numerical Mathematics and Advanced Applications ENUMATH 2015
The European Conference on Numerical Mathematics and Advanced Applications (ENUMATH), held every 2 years, provides a forum for discussing recent advances in and aspects of numerical mathematics and scientific and industrial applications. The previous ENUMATH meetings took place in Paris (1995), Heidelberg (1997), Jyvaskyla (1999), Ischia (2001), Prague (2003), Santiago de Compostela (2005), Gra…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-39927-0
- Collation
- XIV, 643
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- Lecture Notes in Computational Science and Engineering
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- -
Nonlinear Dynamics in Biological Systems
This book presents recent research results relating to applications of nonlinear dynamics, focusing specifically on four topics of wide interest: heart dynamics, DNA/RNA, cell mobility, and proteins. The book derives from the First BCAM Workshop on Nonlinear Dynamics in Biological Systems, held in June 2014 at the Basque Center of Applied Mathematics (BCAM). At this international meeting, resea…
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- 1
- ISBN/ISSN
- Jorge Carballido-Landeira
- Collation
- VII, 128
- Series Title
- SEMA SIMAI Springer Series
- Call Number
- -
Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximat…
Carolin Loos introduces two novel approaches for the analysis of single-cell data. Both approaches can be used to study cellular heterogeneity and therefore advance a holistic understanding of biological processes. The first method, ODE constrained mixture modeling, enables the identification of subpopulation structures and sources of variability in single-cell snapshot data. The second method …
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- Ed. 1
- ISBN/ISSN
- 978-3-658-13234-7
- Collation
- XXI, 92
- Series Title
- BestMasters
- Call Number
- 515.6 LOO a
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