Data Mining for Bioinformatics Applications

Written By He Zengyou
Data Mining for Bioinformatics Applications
  • Publsiher : Woodhead Publishing
  • Release : 09 June 2015
  • ISBN : 008100107X
  • Pages : 100 pages
  • Rating : /5 from reviews
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Download or read book entitled Data Mining for Bioinformatics Applications by author: He Zengyou which was release on 09 June 2015 and published by Woodhead Publishing with total page 100 pages . This book available in PDF, EPUB and Kindle Format. Data Mining for Bioinformatics Applications provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems, including problem definition, data collection, data preprocessing, modeling, and validation. The text uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics problems, containing 45 bioinformatics problems that have been investigated in recent research. For each example, the entire data mining process is described, ranging from data preprocessing to modeling and result validation. Provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems Uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics problems Contains 45 bioinformatics problems that have been investigated in recent research

Data Mining for Bioinformatics Applications

Data Mining for Bioinformatics Applications
  • Author : He Zengyou
  • Publisher : Woodhead Publishing
  • Release Date : 2015-06-09
  • Total pages : 100
  • ISBN : 008100107X
GET BOOK

Summary : Data Mining for Bioinformatics Applications provides valuable information on the data mining methods have been widely used for solving real bioinformatics problems, including problem definition, data collection, data preprocessing, modeling, and validation. The text uses an example-based method to illustrate how to apply data mining techniques to solve real bioinformatics ...

Textbook of Machine Learning and Data Mining

Textbook of Machine Learning and Data Mining
  • Author : Hiroshi Mamitsuka
  • Publisher : Unknown
  • Release Date : 2018-09-12
  • Total pages : 388
  • ISBN : 008100107X
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Summary : Data-driven approaches, particularly machine learning and data mining, are the main driving force of the current artificial intelligence technology. This book covers a wide variety of methods in machine learning and data mining, dividing them from a viewpoint of data types, which begin with rather simple vectors and end by ...

Data Mining in Bioinformatics

Data Mining in Bioinformatics
  • Author : Xindong Wu,Jason T. L. Wang,Lakhmi Jain,Mohammed J. Zaki,Dennis Shasha,Hannu Toivonen,Professor of Computer Science Dennis Shasha
  • Publisher : Springer Science & Business Media
  • Release Date : 2005
  • Total pages : 340
  • ISBN : 008100107X
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Summary : Written especially for computer scientists, all necessary biology is explained. Presents new techniques on gene expression data mining, gene mapping for disease detection, and phylogenetic knowledge discovery....

Data Mining for Bioinformatics

Data Mining for Bioinformatics
  • Author : Sumeet Dua,Pradeep Chowriappa
  • Publisher : CRC Press
  • Release Date : 2012-11-06
  • Total pages : 348
  • ISBN : 008100107X
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Summary : Covering theory, algorithms, and methodologies, as well as data mining technologies, Data Mining for Bioinformatics provides a comprehensive discussion of data-intensive computations used in data mining with applications in bioinformatics. It supplies a broad, yet in-depth, overview of the application domains of data mining for bioinformatics to he...

Bioinformatics

Bioinformatics
  • Author : M. H. Fulekar
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-03-24
  • Total pages : 247
  • ISBN : 008100107X
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Summary : Bioinformatics, computational biology, is a relatively new field that applies computer science and information technology to biology. In recent years, the discipline of bioinformatics has allowed biologists to make full use of the advances in Computer sciences and Computational statistics for advancing the biological data. Researchers in life sciences generate, ...

Multiobjective Genetic Algorithms for Clustering

Multiobjective Genetic Algorithms for Clustering
  • Author : Ujjwal Maulik,Sanghamitra Bandyopadhyay,Anirban Mukhopadhyay
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-09-01
  • Total pages : 281
  • ISBN : 008100107X
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Summary : This is the first book primarily dedicated to clustering using multiobjective genetic algorithms with extensive real-life applications in data mining and bioinformatics. The authors first offer detailed introductions to the relevant techniques – genetic algorithms, multiobjective optimization, soft computing, data mining and bioinformatics. They then demonstrate systematic applications of these techniques ...

Advanced Data Mining Technologies in Bioinformatics

Advanced Data Mining Technologies in Bioinformatics
  • Author : Hui-Huang Hsu
  • Publisher : IGI Global
  • Release Date : 2006-01-01
  • Total pages : 329
  • ISBN : 008100107X
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Summary : "This book covers research topics of data mining on bioinformatics presenting the basics and problems of bioinformatics and applications of data mining technologies pertaining to the field"--Provided by publisher....

Bioinformatics Technologies

Bioinformatics Technologies
  • Author : Yi-Ping Phoebe Chen
  • Publisher : Springer Science & Business Media
  • Release Date : 2005-01-18
  • Total pages : 396
  • ISBN : 008100107X
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Summary : Introductio to bioinformatics. Overview of structural bioinformatics. Database warehousing in bioinformatics. Modeling for bioinformatics. Pattern matching for motifs. Visualization and fractal analysis of biological sequences. Microarray data analysis....

Data Mining for Scientific and Engineering Applications

Data Mining for Scientific and Engineering Applications
  • Author : R.L. Grossman,C. Kamath,P. Kegelmeyer,V. Kumar,R. Namburu
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-12-01
  • Total pages : 605
  • ISBN : 008100107X
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Summary : Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based ...

Bioinformatics

Bioinformatics
  • Author : David Edwards,Jason Stajich,David Hansen
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-09-03
  • Total pages : 451
  • ISBN : 008100107X
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Summary : Bioinformatics is a relatively new field of research. It evolved from the requirement to process, characterize, and apply the information being produced by DNA sequencing technology. The production of DNA sequence data continues to grow exponentially. At the same time, improved bioinformatics such as faster DNA sequence search methods have ...

Contrast Data Mining

Contrast Data Mining
  • Author : Guozhu Dong,James Bailey
  • Publisher : CRC Press
  • Release Date : 2016-04-19
  • Total pages : 434
  • ISBN : 008100107X
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Summary : A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life Problems Contrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining and ...

Bioinformatics

Bioinformatics
  • Author : Information Resources Management Association
  • Publisher : IGI Global
  • Release Date : 2013-03-31
  • Total pages : 1246
  • ISBN : 008100107X
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Summary : "Bioinformatics: Concepts, Methodologies, Tools, and Applications highlights the area of bioinformatics and its impact over the medical community with its innovations that change how we recognize and care for illnesses"--Provided by publisher....

Translational Bioinformatics Applications in Healthcare

Translational Bioinformatics Applications in Healthcare
  • Author : Khalid Raza,Nilanjan Dey
  • Publisher : CRC Press
  • Release Date : 2021-04-20
  • Total pages : 224
  • ISBN : 008100107X
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Summary : Translational bioinformatics (TBI) involves development of storage, analytics, and advanced computational methods to harvest knowledge from voluminous biomedical and genomic data into 4P healthcare (proactive, predictive, preventive, and participatory). Translational Bioinformatics Applications in Healthcare offers a detailed overview on concepts of TBI, biological and clinical databases, clinical informatics, and pertinent ...

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 : 008100107X
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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 ...

Data Mining in Biomedical Imaging Signaling and Systems

Data Mining in Biomedical Imaging  Signaling  and Systems
  • Author : Sumeet Dua,Rajendra Acharya U
  • Publisher : CRC Press
  • Release Date : 2016-04-19
  • Total pages : 440
  • ISBN : 008100107X
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Summary : Data mining can help pinpoint hidden information in medical data and accurately differentiate pathological from normal data. It can help to extract hidden features from patient groups and disease states and can aid in automated decision making. Data Mining in Biomedical Imaging, Signaling, and Systems provides an in-depth examination of ...