DMCA. Copyrighted Work that you can Claim.
Base have 223 081 books.
Search: 


📙 Data Mining and Applications in Genomics by Sio-Iong Ao (auth.) — free download


Data Mining and Applications in Genomics contains the data mining algorithms and their applications in genomics, with frontier case studies based on the recent and current works at the University of Hong Kong and the Oxford University Computing Laboratory, University of Oxford. It provides a systematic introduction to the use of data mining algorithms as an investigative tool for applications in genomics. Topics covered include Genomic Techniques, Single Nucleotide Polymorphisms, Disease Studies, HapMap Project, Haplotypes, Tag-SNP Selection, Linkage Disequilibrium Map, Gene Regulatory Networks, Dimension Reduction, Feature Selection, Feature Extraction, Principal Component Analysis, Independent Component Analysis, Machine Learning Algorithms, Hybrid Intelligent Techniques, Clustering Algorithms, Graph Algorithms, Numerical Optimization Algorithms, Data Mining Software Comparison, Medical Case Studies, Bioinformatics Projects, and Medical Applications.

Data Mining and Applications in Genomics offers state of the art of tremendous advances in data mining algorithms and applications in genomics and also serve as an excellent reference work for researchers and graduate students working on data mining algorithms and applications in genomics.



About book:

About file:

  • File size: 2 331 613
  • Format: pdf


Security code:
Download button

Similar books results


Soft Computing for Data Mining Applications
Soft Computing for Data Mining Applications free download by K. R. Venugopal, K. G. Srinivasa, L. M. Patnaik (auth.)

The authors have consolidated their research work in this volume titled Soft Computing for Data Mining Applications. The monograph gives an insight into the research in the fields of Data Mining in combination with Soft Computing methodologies. In these d...

Genome Exploitation: Data Mining the Genome
Genome Exploitation: Data Mining the Genome free epub by J. Perry Gustafson, Randy Shoemaker, John W. Snape

Genome Exploitation: Data Mining the Genome is developed from the 23rd Stadler Genetic Symposium. This volume discusses and illustrates how scientists are going to characterize and make use of the massive amount of information being accumulated about the...

Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4 -7, 2004, Revised Selected Papers
Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4 -7, 2004, Revised Selected Papers free download by Juan M. Corchado, M. Lourdes Borrajo, María A. Pellicer, J. Carlos Yáñez (auth.), Petra Perner (eds.)

The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference i...

Recent Advances In Data Mining Of Enterprise Data: Algorithms and Applications (Series on Computers and Operations Research) (Series on Computers and Operations ... on Computers and Operations Research)
Recent Advances In Data Mining Of Enterprise Data: Algorithms and Applications (Series on Computers and Operations Research) (Series on Computers and Operations ... on Computers and Operations Research) epub download by T. Warren Liao, Evangelos Triantaphyllou

The main goal of the new field of data mining is the analysis of large and complex datasets. Some very important datasets may be derived from business and industrial activities. This kind of data is known as enterprise data . The common characteristic of ...

Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4 -7, 2004, Revised Selected Papers
Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4 -7, 2004, Revised Selected Papers free pdf by Juan M. Corchado, M. Lourdes Borrajo, María A. Pellicer, J. Carlos Yáñez (auth.), Petra Perner (eds.)

The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference i...

Benchmarking Attribute Selection Techniques for Data Mining
Benchmarking Attribute Selection Techniques for Data Mining free pdf by Hall M.A., Holmes J.

Data engineering is generally considered to be a central issue in the development of data mining applications. The success of many learning schemes, in their attempts to construct models of data, hinges on the reliable identification of a small set of hig...

Optimizing the parSOM Neural Network Implementation for Data Mining with Distributed Memory Systems and Cluster Computing
Optimizing the parSOM Neural Network Implementation for Data Mining with Distributed Memory Systems and Cluster Computing pdf free by Tomsich P., Rauber A., Merkl D.

The self-organizing map is a prominent unsupervised neural network model which lends itself to the analysis of high-dimensional input data and data mining applications. However, the high execution times required to train the map put a limit to its applica...

Mathematical Methods for Knowledge Discovery and Data Mining
Mathematical Methods for Knowledge Discovery and Data Mining pdf free by Giovanni Felici, Giovanni Felici, Carlo Vercellis

The field of data mining has seen a demand in recent years for the development of ideas and results in an integrated structure. Mathematical Methods for Knowledge Discovery & Data Mining focuses on the mathematical models and methods that support most dat...

Foundations of Computational Intelligence Volume 4: Bio-Inspired Data Mining
Foundations of Computational Intelligence Volume 4: Bio-Inspired Data Mining free download by Neal Wagner, Zbigniew Michalewicz (auth.), Ajith Abraham, Aboul-Ella Hassanien, André Ponce de Leon F. de Carvalho (eds.)

Recent advances in the computing and electronics technology, particularly in sensor devices, databases and distributed systems, are leading to an exponential growth in the amount of data stored in databases. It has been estimated that this amount doubles ...

Data Mining with SQL Server 2005
Data Mining with SQL Server 2005 epub download by ZhaoHui Tang, Jamie MacLennan

Your in-depth guide to using the new Microsoft data mining standard to solve today's business problems Concealed inside your data warehouse and data marts is a wealth of valuable information just waiting to be discovered. All you need are the righ...

Space-Time Processing for MIMO Communications
Space-Time Processing for MIMO Communications free pdf by Alex Gershman, Nikos Sidiropoulos

Driven by the desire to boost the quality of service of wireless systems closer to that afforded by wireline systems, space-time processing for multiple-input multiple-output (MIMO) wireless communications research has drawn remarkable interest in recent ...

Workbook on Aspects of Dynamical Meteorology

  Standard Codecs: Image Compression to Advanced Video Coding
Standard Codecs: Image Compression to Advanced Video Coding free epub by M. Ghanbari

This book discusses the growth of digital television technology and the revolution in image and video compression, highlighting the need for standardization in processing static and moving images and their exchange between computer systems....

  Microsoft ASP.NET Coding Strategies with the Microsoft ASP.NET Team
Microsoft ASP.NET Coding Strategies with the Microsoft ASP.NET Team free download by Matthew Gibbs, Rob Howard M.a M.A M.A M.a, Nikhil Kothari

Learn the strategies that developers at Microsoft use to build great ASP.NET applications-and get their sample programs! This in-depth insider's guide shares the hard-won, hard-core coding experience of the Microsoft ASP.NET development team, revealing th...

Fluidization-dynamics: the formulation and applications of a predictive theory for the fluidized state
Fluidization-dynamics: the formulation and applications of a predictive theory for the fluidized state download pdf by L.G. Gibilaro

Fluidization Dynamics has been written for students and engineers who find themselves involved with problems concerning the fluidized state. It presents an analysis that focuses directly on the problem of predicting the fluid dynamic behaviour of a propos...

Basic concepts in biochemistry: a students survival guide
Basic concepts in biochemistry: a students survival guide epub download by Hiram Gilbert

A new addition to the PreTest product line, this review book covers only those topics in biochemistry which, through the author's experience, market research and in-depth reviewing were viewed by medical students as being most difficult to comprehend. The...

  Microsoft Windows Media Resource Kit
Microsoft Windows Media Resource Kit download pdf by Microsoft Corporation, Tricia Gill, Bill Birney

Broadcast live events or stream content on demand with expertise from those who know the technology best-the Microsoft Windows Media Team. This official Resource Kit packs the technical insights and tools you need to capture, encode, distribute, and play ...

Antibiotic Resistance: Methods and Protocols
Antibiotic Resistance: Methods and Protocols free epub by Stephen H. Gillespie

Clinical and diagnostic microbiologists detail molecular and physical methods for studying the growing problem of antibiotic resistance in bacteria, and facilitate new antibiotic research programs to help redress the problem. The techniques range from tho...

DHTML and JavaScript
DHTML and JavaScript free pdf by Gilorien

DHTML & JavaScript offers plenty of instruction on using DHTML features as implemented in Netscape's Navigator 4+ browsers. This book contains a wealth of information about style sheets and other elements of Dynamic HTML; however, readers should be forewa...

  The Art of Photoshop for Digital Photographers
The Art of Photoshop for Digital Photographers epub download by Daniel Giordan

Experience the highly visual format of the Art of Photoshop: Digital Photography Workshop and learn how to take good source photos and transform them into display-quality digital works of art with visual effects used in Adobe Photoshop. Using the beauty o...