Editors: Biswadip Basu Mallik, Kirti Verma, Rahul Kar, Ashok Kumar Shaw, Sardar M. N. Islam (Naz)

Advanced Mathematical Applications in Data Science

eBook: US $59 Special Offer (PDF + Printed Copy): US $101
Printed Copy: US $71
Library License: US $236
ISBN: 978-981-5124-85-9 (Print)
ISBN: 978-981-5124-84-2 (Online)
Year of Publication: 2023
DOI: 10.2174/97898151248421230101

Introduction

Advanced Mathematical Applications in Data Science comprehensively explores the crucial role mathematics plays in the field of data science. Each chapter is contributed by scientists, researchers, and academicians. The 13 chapters cover a range of mathematical concepts utilized in data science, enabling readers to understand the intricate connection between mathematics and data analysis. The book covers diverse topics, including, machine learning models, the Kalman filter, data modeling, artificial neural networks, clustering techniques, and more, showcasing the application of advanced mathematical tools for effective data processing and analysis. With a strong emphasis on real-world applications, the book offers a deeper understanding of the foundational principles behind data analysis and its numerous interdisciplinary applications. This reference is an invaluable resource for graduate students, researchers, academicians, and learners pursuing a research career in mathematical computing or completing advanced data science courses.

Key features:

  • - Comprehensive coverage of advanced mathematical concepts and techniques in data science
  • - Contributions from established scientists, researchers, and academicians
  • - Real-world case studies and practical applications of mathematical methods
  • - Focus on diverse areas, such as image classification, carbon emission assessment, customer churn prediction, and healthcare data analysis
  • - In-depth exploration of data science's connection with mathematics, computer science, and artificial intelligence
  • - Scholarly references for each chapter
  • - Suitable for readers with high school-level mathematical knowledge, making it accessible to a broad audience in academia and industry.

Contributors

Editor(s):
Biswadip Basu Mallik
Department of Basic Science & Humanities
Institute of Engineering & Management
Kolkata, West Bengal
India


Kirti Verma
Department of Engineering Mathematics
Lakshmi Narain College of Technology
Jabalpur Madhya Pradesh
India


Rahul Kar
Department of Mathematics
Kalyani Mahavidyalaya, Kalyani
West Bengal, India



Ashok Kumar Shaw
Department of Basic Sciences and Humanities
Budge Budge Institute of Technology, Budge Budge
Kolkata, West Bengal
India


Sardar M. N. Islam (Naz)
ISILC, Victoria University
Melbourne, Australia





Contributor(s):
Armel Djangone
Dakota State University
Business Analytics and Decision Support
Washington Ave N, Madison
United States


Arnob Sarkar
National Atmospheric Research Laboratory, Department of Space
Andhra Pradesh
Government of India


Agus Tri Wibowo
Department of Consumer Service
PT Telekomunikasi Indonesia
Jakarta
Indonesia


Andi Chaerunisa Utami Putri
Department of Consumer Service
PT Telekomunikasi Indonesia
Jakarta
Indonesia


Bhim Singh
Department of Basic Science
Sardar Vallabh Bhai Patel University of Agriculture and Technology
Meerut (U.P.), India


Charanarur Panem
Department of Cyber Security and Digital Forensics
National Forensic Sciences University Tripura Campus
Tripura
India


J. Vijaylaxmi
PVKK Degree & PG College
Anantapur
Andhra Pradesh, India


Jayaraj Ramasamy
Department of IT
Botho University
Gaborone
Botswana


M. Varalakshmi
Marudhar Kesari Jain College for Women, Vaniyambadi
Tirupattur(dt), Tamilnadu, India


Meetu Luthra
Department of Physics
Bhaskaracharya College of Applied Sciences, University of Delhi
Delhi
India


Maheswari
Department of Computer Applications
Fatima College
Madurai
India


Muhammad Reza Tribosnia
Department of Consumer Service
PT Telekomunikasi Indonesia
Jakarta
Indonesia


M. Mujiya Ulkhaq
Department of Industrial Engineering, Diponegoro University, Kota Semarang
Indonesia
/
Department of Economics and Management
University of Brescia, Brescia BS, Italy


Neha Bhardwaj
Department of Mathematics, School of Basic Sciences and Research
Sharda University
Noida, Uttar Pradesh
India


Nitin Jaglal Untwal
Maharashtra Institute of Technology
Aurangabad
India


I. P. Thulasi
Marudhar Kesari Jain College for Women, Vaniyambadi
Tirupattur(dt), Tamilnadu, India


Priya Panneer
Department of Mathematics, Mathematics Marudhar Kesari Jain College for Women
Vaniyambadi, Tirupattur, Tamilnadu
India


Prerna Sharma
Department of Basic Science
Sardar Vallabh Bhai Patel University of Agriculture and Technology
Meerut (U.P.)
India


Rashmi Singh
Amity Institute of Applied Sciences, Amity University
Noida, Uttar Pradesh
India


R. N. Ravikumar
Department of Computer Engineering
Marwadi University
Gujarat
India


Revalda Putawara
Department of Consumer Service
PT Telekomunikasi Indonesia
Jakarta
Indonesia


Sardar M. N. Islam (Naz)
ISILC, Victoria University
Melbourne, Australia


Sathiyapriya Murali
Department of Mathematics, Mathematics Marudhar Kesari Jain College for Women
Vaniyambadi, Tirupattur, Tamilnadu
India


Srinivasa Rao Gundu
Department of Digital Forensics
Malla Reddy University, Dhulapally, Hyderabad
Telangana
India


S. Shitharth
Department of Computer Science
Kebri Dehar University
Kebri Dehar
Ethiopia


Soma Das
B.Ed. Department, Syamaprasad Institute of Education and Training, Kolkata, India. Honorary Guest Faculty, Sports Science Department
University of Calcutta
Kolkata
India