Information Retrieval In Bioinformatics

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Information Retrieval in Bioinformatics

Soumi Dutta,Saikat Gochhait
Information Retrieval in Bioinformatics Book PDF

Author : Soumi Dutta,Saikat Gochhait
Publisher : Springer Nature
Page : 167 pages
File Size : 44,6 Mb
Release : 2022-12-01
Category : Computers
ISBN : 9789811965067

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Information Retrieval in Bioinformatics by Soumi Dutta,Saikat Gochhait Pdf

The book presents the results of studies on selected problems (such as predictive model of transcription initiation and termination, protein recognition codes, protein structure prediction, feature selection for disease prediction, information retrieval from medical imaging) of Bioinformatics and Information Retrieval. Information Retrieval is one of the contemporary answers to new challenges in threat evaluation of composite systems. This book provides a practical course in computational data analysis suitable for students or researchers with no previous exposure to computer programming. It describes in detail the theoretical basis for statistical analysis techniques used throughout the textbook, from basic principles. It presents walk-throughs of data analysis tasks using different tools to help in taking decisions in healthcare management.

Biomedical Data Mining for Information Retrieval

Sujata Dash,Subhendu Kumar Pani,S. Balamurugan,Ajith Abraham
Biomedical Data Mining for Information Retrieval Book PDF

Author : Sujata Dash,Subhendu Kumar Pani,S. Balamurugan,Ajith Abraham
Publisher : John Wiley & Sons
Page : 450 pages
File Size : 51,8 Mb
Release : 2021-08-24
Category : Computers
ISBN : 9781119711247

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Biomedical Data Mining for Information Retrieval by Sujata Dash,Subhendu Kumar Pani,S. Balamurugan,Ajith Abraham Pdf

BIOMEDICAL DATA MINING FOR INFORMATION RETRIEVAL This book not only emphasizes traditional computational techniques, but discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications. Biomedical Data Mining for Information Retrieval comprehensively covers the topic of mining biomedical text, images and visual features towards information retrieval. Biomedical and health informatics is an emerging field of research at the intersection of information science, computer science, and healthcare and brings tremendous opportunities and challenges due to easily available and abundant biomedical data for further analysis. The aim of healthcare informatics is to ensure the high-quality, efficient healthcare, better treatment and quality of life by analyzing biomedical and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. Previously, it was a common requirement to have a domain expert to develop a model for biomedical or healthcare; however, recent advancements in representation learning algorithms allows us to automatically to develop the model. Biomedical image mining, a novel research area, due to the vast amount of available biomedical images, increasingly generates and stores digitally. These images are mainly in the form of computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions relating to healthcare. Image mining in medicine can help to uncover new relationships between data and reveal new useful information that can be helpful for doctors in treating their patients. Audience Researchers in various fields including computer science, medical informatics, healthcare IOT, artificial intelligence, machine learning, image processing, clinical big data analytics.

Information Retrieval: A Biomedical and Health Perspective

William Hersh
Information Retrieval A Biomedical and Health Perspective Book PDF

Author : William Hersh
Publisher : Springer Nature
Page : 420 pages
File Size : 53,6 Mb
Release : 2020-07-22
Category : Medical
ISBN : 9783030476861

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Information Retrieval: A Biomedical and Health Perspective by William Hersh Pdf

This extensively revised 4th edition comprehensively covers information retrieval from a biomedical and health perspective, providing an understanding of the theory, implementation, and evaluation of information retrieval systems in the biomedical and health domain. It features revised chapters covering the theory, practical applications, evaluation and research directions of biomedical and health information retrieval systems. Emphasis is placed on defining where current applications and research systems are heading in a range of areas, including their use by clinicians, consumers, researchers, and others. Information Retrieval: A Biomedical and Health Perspective provides a practically applicable guide to range of techniques for information retrieval and is ideal for use by both the trainee and experienced biomedical informatician seeking an up-to-date resource on the topic.

Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration

Prince, Violaine,Roche, Mathieu
Information Retrieval in Biomedicine Natural Language Processing for Knowledge Integration Book PDF

Author : Prince, Violaine,Roche, Mathieu
Publisher : IGI Global
Page : 460 pages
File Size : 49,8 Mb
Release : 2009-03-31
Category : Computers
ISBN : 9781605662756

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Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration by Prince, Violaine,Roche, Mathieu Pdf

"This book provides relevant theoretical frameworks and the latest empirical research findings in biomedicine information retrieval as it pertains to linguistic granularity"--Provided by publisher.

Introduction to Information Retrieval

Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze
Introduction to Information Retrieval Book PDF

Author : Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze
Publisher : Cambridge University Press
Page : 128 pages
File Size : 54,5 Mb
Release : 2008-07-07
Category : Computers
ISBN : 9781139472104

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Introduction to Information Retrieval by Christopher D. Manning,Prabhakar Raghavan,Hinrich Schütze Pdf

Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Information Retrieval

William Hersh
Information Retrieval Book PDF

Author : William Hersh
Publisher : Springer Science & Business Media
Page : 524 pages
File Size : 40,7 Mb
Release : 2006-05-04
Category : Medical
ISBN : 9780387226781

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Information Retrieval by William Hersh Pdf

Coupled with the growth of the World Wide Web, the topic of health information retrieval has had a tremendous impact on consumer health information. With the aid of newly added questions and discussions at the end of each chapter, this Second Edition covers theory practical applications, evaluation, and research directions of all aspects of medical information retireval systems.

Data Mining in Bioinformatics

Jason T. L. Wang
Data Mining in Bioinformatics Book PDF

Author : Jason T. L. Wang
Publisher : Springer Science & Business Media
Page : 356 pages
File Size : 55,9 Mb
Release : 2005
Category : Computers
ISBN : 1852336714

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Data Mining in Bioinformatics by Jason T. L. Wang Pdf

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.

String Processing and Information Retrieval

Nieves R. Brisaboa,Simon J. Puglisi
String Processing and Information Retrieval Book PDF

Author : Nieves R. Brisaboa,Simon J. Puglisi
Publisher : Springer Nature
Page : 537 pages
File Size : 52,8 Mb
Release : 2019-10-05
Category : Computers
ISBN : 9783030326869

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String Processing and Information Retrieval by Nieves R. Brisaboa,Simon J. Puglisi Pdf

This volume constitutes the refereed proceedings of the 26th International Symposium on String Processing and Information Retrieval, SPIRE 2019, held in Segovia, Spain, in October 2019. The 28 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 59 submissions. They cover topics such as: data compression; information retrieval; string algorithms; algorithms; computational biology; indexing and compression; and compressed data structures.

Bioinformatics

Mahmood A. Mahdavi
Bioinformatics Book PDF

Author : Mahmood A. Mahdavi
Publisher : BoD – Books on Demand
Page : 740 pages
File Size : 45,9 Mb
Release : 2011-11-02
Category : Computers
ISBN : 9789533072821

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Bioinformatics by Mahmood A. Mahdavi Pdf

Bioinformatics - Trends and Methodologies is a collection of different views on most recent topics and basic concepts in bioinformatics. This book suits young researchers who seek basic fundamentals of bioinformatic skills such as data mining, data integration, sequence analysis and gene expression analysis as well as scientists who are interested in current research in computational biology and bioinformatics including next generation sequencing, transcriptional analysis and drug design. Because of the rapid development of new technologies in molecular biology, new bioinformatic techniques emerge accordingly to keep the pace of in silico development of life science. This book focuses partly on such new techniques and their applications in biomedical science. These techniques maybe useful in identification of some diseases and cellular disorders and narrow down the number of experiments required for medical diagnostic.

Information Retrieval for Music and Motion

Meinard Müller
Information Retrieval for Music and Motion Book PDF

Author : Meinard Müller
Publisher : Springer Science & Business Media
Page : 319 pages
File Size : 41,5 Mb
Release : 2007-09-09
Category : Computers
ISBN : 9783540740483

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Information Retrieval for Music and Motion by Meinard Müller Pdf

Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization.

String Processing and Information Retrieval

Liliana Calderon-Benavides,Cristina Gonzalez-Caro,Edgar Chavez,Nivio Ziviani
String Processing and Information Retrieval Book PDF

Author : Liliana Calderon-Benavides,Cristina Gonzalez-Caro,Edgar Chavez,Nivio Ziviani
Publisher : Springer
Page : 0 pages
File Size : 42,9 Mb
Release : 2012-09-07
Category : Computers
ISBN : 364234108X

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String Processing and Information Retrieval by Liliana Calderon-Benavides,Cristina Gonzalez-Caro,Edgar Chavez,Nivio Ziviani Pdf

This book constitutes the refereed proceedings of the 19th International Symposium on String Processing and Information Retrieval, SPIRE 2012, held in Cartagena de Indias, Colombia, in October 2012. The 26 full papers, 13 short papers, and 3 keynote speeches were carefully reviewed and selected from 81 submissions. The following topics are covered: fundamentals algorithms in string processing and information retrieval; SP and IR techniques as applied to areas such as computational biology, DNA sequencing, and Web mining.

Computational Biology and Applied Bioinformatics

Heitor Lopes,Leonardo Magalhães Cruz
Computational Biology and Applied Bioinformatics Book PDF

Author : Heitor Lopes,Leonardo Magalhães Cruz
Publisher : BoD – Books on Demand
Page : 460 pages
File Size : 51,7 Mb
Release : 2011-09-02
Category : Computers
ISBN : 9789533076294

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Computational Biology and Applied Bioinformatics by Heitor Lopes,Leonardo Magalhães Cruz Pdf

Nowadays it is difficult to imagine an area of knowledge that can continue developing without the use of computers and informatics. It is not different with biology, that has seen an unpredictable growth in recent decades, with the rise of a new discipline, bioinformatics, bringing together molecular biology, biotechnology and information technology. More recently, the development of high throughput techniques, such as microarray, mass spectrometry and DNA sequencing, has increased the need of computational support to collect, store, retrieve, analyze, and correlate huge data sets of complex information. On the other hand, the growth of the computational power for processing and storage has also increased the necessity for deeper knowledge in the field. The development of bioinformatics has allowed now the emergence of systems biology, the study of the interactions between the components of a biological system, and how these interactions give rise to the function and behavior of a living being. This book presents some theoretical issues, reviews, and a variety of bioinformatics applications. For better understanding, the chapters were grouped in two parts. In Part I, the chapters are more oriented towards literature review and theoretical issues. Part II consists of application-oriented chapters that report case studies in which a specific biological problem is treated with bioinformatics tools.

Human Interface and the Management of Information. Visual Information and Knowledge Management

Sakae Yamamoto,Hirohiko Mori
Human Interface and the Management of Information Visual Information and Knowledge Management Book PDF

Author : Sakae Yamamoto,Hirohiko Mori
Publisher : Springer
Page : 666 pages
File Size : 49,9 Mb
Release : 2019-07-08
Category : Computers
ISBN : 9783030226602

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Human Interface and the Management of Information. Visual Information and Knowledge Management by Sakae Yamamoto,Hirohiko Mori Pdf

This two-volume set LNCS 11569 and 11570 constitutes the refereed proceedings of the Thematic Area on Human Interface and the Management of Information, HIMI 2019, held as part of HCI International 2019 in Orlando, FL, USA. HCII 2019 received a total of 5029 submissions, of which 1275 papers and 209 posters were accepted for publication after a careful reviewing process. The 91 papers presented in the two volumes were organized in topical sections named: Visual information; Data visualization and analytics; Information, cognition and learning; Information, empathy and persuasion; Knowledge management and sharing; Haptic and tactile interaction; Information in virtual and augmented reality; Machine learning and intelligent systems; Human motion and expression recognition and tracking; Medicine, healthcare and quality of life applications.

Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management

Hamou, Reda Mohamed
Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management Book PDF

Author : Hamou, Reda Mohamed
Publisher : IGI Global
Page : 429 pages
File Size : 41,6 Mb
Release : 2017-12-15
Category : Computers
ISBN : 9781522530053

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Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management by Hamou, Reda Mohamed Pdf

In the digital age, modern society is exposed to high volumes of multimedia information. In efforts to optimize this information, there are new and emerging methods of information retrieval and knowledge management leading to higher efficiency and a deeper understanding of this data. The Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management is a critical scholarly resource that examines bio-inspired classes that solve computer problems. Featuring coverage on a broad range of topics such as big data analytics, bioinformatics, and black hole optimization, this book is geared towards academicians, practitioners, and researchers seeking current research on the use of biomimicry in information and knowledge management.

String Processing and Information Retrieval

Christina Boucher,Sharma V. Thankachan
String Processing and Information Retrieval Book PDF

Author : Christina Boucher,Sharma V. Thankachan
Publisher : Springer
Page : 307 pages
File Size : 48,6 Mb
Release : 2020-09-17
Category : Computers
ISBN : 3030592111

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String Processing and Information Retrieval by Christina Boucher,Sharma V. Thankachan Pdf

This book constitutes the refereed proceedings of the 27th International Symposium on String Processing and Information Retrieval, SPIRE 2020, held in Orlando, FL, USA, in October 2020. The 17 full papers and 4 short papers presented in this volume were carefully reviewed and selected from 32 submissions. They cover topics such as: data structures; algorithms; information retrieval; compression; combinatorics on words; and computational biology.