Editors:
Describes the theoretical basis for statistical analysis techniques
Presents walk-throughs of data analysis tasks using different tools to help in taking decisions in healthcare management
Solves the basic and advance requirements of Bioinformatics in Interactive medium as well as future research
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Table of contents (8 chapters)
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Front Matter
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Back Matter
About this book
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.
Keywords
- Information Retrieval
- pattern recognition field
- Bio-Informatics
- Deep Learning
- clustering and classification algorithms
Editors and Affiliations
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Institute of Engineering & Management, Kolkata, India
Soumi Dutta
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Symbiosis Institute of Digital and Telecom Management, Symbiosis International (Deemed University), Pune, India
Saikat Gochhait
About the editors
Saikat Gochhait teaches at Symbiosis Institute of Digital & Telecom Management, Symbiosis International Deemed University Pune, India. He is Ph.D and Post-Doctoral Fellow from the UEx, Spain. He was Awarded DITA and MOFA Fellowship in 2017 and 2018. He is an IEEE member. His latest publication is Digital Entertainment: The Next Evolution in Service Sector (2021, Palgrave Macmillan).
Bibliographic Information
Book Title: Information Retrieval in Bioinformatics
Book Subtitle: A Practical Approach
Editors: Soumi Dutta, Saikat Gochhait
DOI: https://doi.org/10.1007/978-981-19-6506-7
Publisher: Palgrave Macmillan Singapore
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
Hardcover ISBN: 978-981-19-6505-0Published: 02 December 2022
eBook ISBN: 978-981-19-6506-7Published: 01 December 2022
Edition Number: 1
Number of Pages: XIII, 157
Number of Illustrations: 4 b/w illustrations, 5 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Information Storage and Retrieval, Statistics, general, Database Management, Artificial Intelligence