Information Retrieval in Bioinformatics

A Practical Approach

Soumi Dutta, Saikat Gochhait (Herausgeber)

Buch | Hardcover

157 Seiten

2022 | 1st ed. 2022
Palgrave Macmillan (Verlag)
978-981-19-6505-0 (ISBN)

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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.

Soumi Dutta is Associate Professor at Institute of Engineering & Management (IEM), West Bengal, India. 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).

Chapter 1. Bioinformatics Overviews.- chapter 2. Artificial Intelligence in Biological Sciences: A Brief Overview.- chapter 3. A Review of Recent Advances in Translational Bioinformatics and Systems Biomedicine.- chapter 4. Application of Bioinformatics in Agricultural Pest Management: An Overview of the Evolving Technologies.- Chapter 5. Application of Bioinformatics in Healthcare and Medicine.- Chapter 6. Information Retrieval in Bioinformatics: State of the Art and Challenges.- Chapter 7. hybrid support vector machine with gray wolf optimization for classifying multivariate data.- Chapter 8. Bioinformatics and Its Application in Computing Biological Data.

Erscheinungsdatum	06.12.2022
Zusatzinfo	5 Illustrations, color; 4 Illustrations, black and white; XIII, 157 p. 9 illus., 5 illus. in color.
Sprache	englisch
Maße	148 x 210 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik
Schlagworte	bio-informatics • clustering and classification algorithms • Deep learning • Information Retrieval • pattern recognition field
ISBN-10	981-19-6505-6 / 9811965056
ISBN-13	978-981-19-6505-0 / 9789811965050
Zustand	Neuware