Introduction to Machine Learning and Bioinformatics

Written By Sushmita Mitra
Introduction to Machine Learning and Bioinformatics
  • Publsiher : CRC Press
  • Release : 05 June 2008
  • ISBN : 1420011782
  • Pages : 384 pages
  • Rating : /5 from reviews
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Download or read book entitled Introduction to Machine Learning and Bioinformatics by author: Sushmita Mitra which was release on 05 June 2008 and published by CRC Press with total page 384 pages . This book available in PDF, EPUB and Kindle Format. Lucidly Integrates Current Activities Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other. Examines Connections between Machine Learning & Bioinformatics The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website. Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today’s biological experiments.

Introduction to Machine Learning and Bioinformatics

Introduction to Machine Learning and Bioinformatics
  • Author : Sushmita Mitra,Sujay Datta,Theodore Perkins,George Michailidis
  • Publisher : CRC Press
  • Release Date : 2008-06-05
  • Total pages : 384
  • ISBN : 1420011782
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Summary : Lucidly Integrates Current Activities Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other. Examines Connections between Machine Learning & Bioinformatics The book begins with a brief historical ...

Machine Learning in Bioinformatics

Machine Learning in Bioinformatics
  • Author : Yanqing Zhang,Jagath C. Rajapakse
  • Publisher : John Wiley & Sons
  • Release Date : 2009-02-23
  • Total pages : 400
  • ISBN : 1420011782
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Summary : An introduction to machine learning methods and their applications to problems in bioinformatics Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming ...

Artificial Intelligence in Bioinformatics

Artificial Intelligence in Bioinformatics
  • Author : Mario Cannataro,Pietro Hiram Guzzi,Giuseppe Agapito,Chiara Zucco,Marianna Milano
  • Publisher : Elsevier
  • Release Date : 2021-04-01
  • Total pages : 250
  • ISBN : 1420011782
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Summary : Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it ...

Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics

Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics
  • Author : Yi Pan,Jianxin Wang,Min Li
  • Publisher : John Wiley & Sons
  • Release Date : 2013-10-07
  • Total pages : 536
  • ISBN : 1420011782
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Summary : An in-depth look at the latest research, methods, and applications in the field of protein bioinformatics This book presents the latest developments in protein bioinformatics, introducing for the first time cutting-edge research results alongside novel algorithmic and AI methods for the analysis of protein data. In one complete, self-contained volume, ...

Intelligent Bioinformatics

Intelligent Bioinformatics
  • Author : Edward Keedwell,Ajit Narayanan
  • Publisher : John Wiley & Sons
  • Release Date : 2005-12-13
  • Total pages : 294
  • ISBN : 1420011782
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Summary : Bioinformatics is contributing to some of the most important advances in medicine and biology. At the forefront of this exciting new subject are techniques known as artificial intelligence which are inspired by the way in which nature solves the problems it faces. This book provides a unique insight into the ...

Artificial Intelligence and Heuristic Methods in Bioinformatics

Artificial Intelligence and Heuristic Methods in Bioinformatics
  • Author : Paolo Frasconi,Ron Shamir
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 243
  • ISBN : 1420011782
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Summary : Read online Artificial Intelligence and Heuristic Methods in Bioinformatics written by Paolo Frasconi,Ron Shamir, published by which was released on 2003. Download full Artificial Intelligence and Heuristic Methods in Bioinformatics Books now! Available in PDF, ePub and Kindle....

Bioinformatics

Bioinformatics
  • Author : Pierre Baldi,Professor Pierre Baldi,Søren Brunak,Francis Bach
  • Publisher : MIT Press
  • Release Date : 2001
  • Total pages : 452
  • ISBN : 1420011782
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Summary : Pierre Baldi and Soren Brunak present the key machine learning approaches and apply them to the computational problems encountered in the analysis of biological data. The book is aimed at two types of researchers and students. First are the biologists and biochemists who need to understand new data-driven algorithms, such ...

Data Analytics in Bioinformatics

Data Analytics in Bioinformatics
  • Author : Rabi Narayan Satapathy,Tanupriya Choudury,Suneeta Satapathy,Sachi Nandan Mohanty,Xiaobo Zhang
  • Publisher : Wiley-Scrivener
  • Release Date : 2021-02-17
  • Total pages : 400
  • ISBN : 1420011782
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Summary : Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques ...

Distributed Computing Artificial Intelligence Bioinformatics Soft Computing and Ambient Assisted Living

Distributed Computing  Artificial Intelligence  Bioinformatics  Soft Computing  and Ambient Assisted Living
  • Author : Sigeru Omatu,Miguel P. Rocha,Jose Bravo,Florentino Fdez Riverola,Emilio Corchado,Andrés Bustillo,Juan Manuel Corchado Rodríguez
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-06-08
  • Total pages : 1305
  • ISBN : 1420011782
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Summary : This book constitutes the refereed proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, held in Salamanca, Spain in June 2009. The 167 revised full papers presented together with 3 invited lectures were carefully reviewed and selected from over 230 submissions. The papers are organized in thematic sections on theoretical foundations and ...

Application Of Omics Ai And Blockchain In Bioinformatics Research

Application Of Omics  Ai And Blockchain In Bioinformatics Research
  • Author : Tsai Jeffrey J P,Ng Ka-lok
  • Publisher : World Scientific
  • Release Date : 2019-10-14
  • Total pages : 208
  • ISBN : 1420011782
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Summary : With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare.Two such ...

Machine Learning Approaches to Bioinformatics

Machine Learning Approaches to Bioinformatics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-04-22
  • Total pages : 212
  • ISBN : 1420011782
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Summary : Read online Machine Learning Approaches to Bioinformatics written by , published by which was released on . Download full Machine Learning Approaches to Bioinformatics Books now! Available in PDF, ePub and Kindle....

Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques Tools and Applications

Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques  Tools  and Applications
  • Author : K. G. Srinivasa,G. M. Siddesh,S. R. Manisekhar
  • Publisher : Springer Nature
  • Release Date : 2020-01-30
  • Total pages : 317
  • ISBN : 1420011782
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Summary : This book discusses topics related to bioinformatics, statistics, and machine learning, presenting the latest research in various areas of bioinformatics. It also highlights the role of computing and machine learning in knowledge extraction from biological data, and how this knowledge can be applied in fields such as drug design, health ...

Artificial Intelligence and Molecular Biology

Artificial Intelligence and Molecular Biology
  • Author : Lawrence Hunter
  • Publisher : Aaai Press
  • Release Date : 1993
  • Total pages : 470
  • ISBN : 1420011782
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Summary : These original contributions provide a current sampling of AI approaches to problems of biological significance; they are the first to treat the computational needs of the biology community hand-in-hand with appropriate advances in artificial intelligence. The enormous amount of data generated by the Human Genome Project and other large-scale biological ...

Evolutionary Computation Machine Learning and Data Mining in Bioinformatics

Evolutionary Computation  Machine Learning and Data Mining in Bioinformatics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 247
  • ISBN : 1420011782
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Summary : Read online Evolutionary Computation Machine Learning and Data Mining in Bioinformatics written by , published by which was released on 2010. Download full Evolutionary Computation Machine Learning and Data Mining in Bioinformatics Books now! Available in PDF, ePub and Kindle....

https www frontiersin org research topics 9029 artificial intelligence bioinformatics development and application of tools for omics and inter omic

https   www frontiersin org research topics 9029 artificial intelligence bioinformatics development and application of tools for omics and inter omic
  • Author : Angelo Facchiano,Dominik Heider,Davide Chicco
  • Publisher : Frontiers Media SA
  • Release Date : 2020-06-18
  • Total pages : 175
  • ISBN : 1420011782
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Summary : Read online https www frontiersin org research topics 9029 artificial intelligence bioinformatics development and application of tools for omics and inter omic written by Angelo Facchiano,Dominik Heider,Davide Chicco, published by Frontiers Media SA which was released on 2020-06-18. Download full https www frontiersin org research topics 9029 artificial intelligence ...