June-2025 | ISBN: 978-93-6786-736-5
by: Dr. D. Selvapandian | Dr. Anjani Kumar Shukla | Mrs. A. Angel Sneha | Dr. K. Sivakumar | Prof. Dr. H. Anwer Basha
Overview of the Book
The book Data Mining and Warehousing is a comprehensive and accessible textbook that offers a unified approach to understanding the principles, techniques, and practical applications of data management and analytical processing. This book is designed for students, educators, and professionals seeking to develop a strong foundation in both data warehousing and data mining. It begins with an in-depth exploration of data warehousing concepts, including data modeling, ETL (Extract, Transform, Load) processes, schema design (such as star and snowflake models), OLAP operations, and warehouse architecture. Building upon this foundation, the book delves into the core aspects of data mining, covering essential techniques like classification, clustering, association rule mining, anomaly detection, and predictive modeling. Emphasizing both theory and practice, the text includes algorithmic explanations, real-world examples, and case studies drawn from various industries including business, healthcare, and cybersecurity. Integration with tools such as SQL, Python, and data visualization platforms ensures that readers gain hands-on experience applicable to real-world scenarios. The book also addresses contemporary trends such as big data analytics, cloud-based warehousing, and data-driven decision-making. Rich with exercises and practical insights, Data Mining and Warehousing serves as a vital resource for mastering the art and science of transforming raw data into actionable knowledge in the digital age.
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About the Authors'
Dr. D. Selvapandian is currently working as Assistant professor in the Department of Computer science and engineering at Karpagam Academy of Higher Education, Coimbatore, India, holding a Ph.D in Cloud computing with a strong background in Information and Communication with more than 20 years of experience in teaching. He has authored text books and published more than 40 International journal and Conference papers in Cloud Computing and Wireless Sensor Networks and has seven patent granted. In addition to his academic achievements, he has been involved in training the undergraduate students to be industry ready. His research interests include Cloud Computing, Wireless sensor network (WSN), Mobile adhoc network (MANET) and the Internet of things(IoT).
Dr. Anjani Kumar Shukla is a dedicated academician with over eight years of teaching experience. He currently serves as an Assistant Professor in the Department of Mathematics at the School of Computer Sciences and Engineering, Lovely Professional University, Jalandhar, Punjab, India. Renowned for his commitment to academic excellence, hard work, and passion for teaching, Dr. Shukla has been instrumental in fostering the intellectual growth of his students.His research interests primarily lie in Relativistic Cosmology, Data Analysis, and Convolutional Neural Networks (CNN), particularly in the field of Observational Cosmology. In addition to his teaching responsibilities, Dr. Shukla is actively involved in research, curriculum development, and student mentoring.
Mrs. A. Angel Sneha working as an Assistant Professor in the Department of Artificial Intelligence and Data Science, Stella Mary’s College of Engineering, Azhikkal Rd,Nagercoil has received under graduate degree (B.E-CSE) from Anna University, Chennai in 2014 and Master of Engineering in St. Joseph’s College of Engineering from Anna University in 2016.She has developed a deep Understanding of Data Mining, Deep Learning, Data Science, and Mobile Computing. Explored applications to develop AI models focused on simulative learning, enhancing training methodologies. She has made significant contributions to the field of AI and healthcare diagnostics, developing the innovative Generative Symbolic Neuro-Diagnostic Algorithm (GSNDA) and advancing data processing methodologies for patient records. Her research includes pioneering work in simulative learning models and search-and-rescue technology using AI-driven millibots. Currently pursuing a patent for her unique methods in GSNDA, she is also completing her PhD at Anna University. With experience in research and academia, she has demonstrated a strong commitment to advancing the field and inspiring future professionals.
Dr. K. Sivakumar is a educationalist who creates individualized plans and programs to facilitate a targeted, personalized approach to education while stimulating students’enjoyment and appreciation for the subject. Incorporating college philosophies, regulations, and assessments into lessons while allowing for customizable creativity and flexibility. Continually attending professional development seminars to remain abreast of new technologies and alternative delivery methods; integrating tools such as hand-outs, presentations, videos, online activities, and laboratory offerings into classes. He served as a professor of Mathematics for 24 years before entering administration and he is keenly aware of the state and local standards for curriculum development. He was able to establish best practices skills through continuing state level training in curriculum standards.
Prof. Dr. H. Anwer Basha received his Ph.D. degree in computer science from Annamalai University, Chidambaram. He is currently working as Principal & Professor in the Department of computer science at RAAK Arts and Science College, Perambai. He is a research supervisor in the Saveetha Deemed University, Thandalam, Chennai and CoSupervisor in the Hindustan University, Chennai. His present research includes Ad Hoc Communication, Wireless Networks and Sensor Network. His is an Academician having 22 years of teaching experience in both under-Graduate and post-Graduate. He is having 2 years industry experience. He is a guiding 2 Ph.D. students at Deemed University. He has guided 7 M.Phil scholars. He has guided project work for M.Sc. Computer science students for more than 50 students. He has published 40 papers in Scopus, WES and SCI journals. He Has attended and presented more than 20 papers in the international conference. He is having more than 20 Memberships and Fellowship Recognition. He is an Associate Editorial and Board members in various Computer science and Engineering Journals. He acted as Advisory committee member, recourse person and Chairperson for many International conferences. He has acted as reviewer for 20 International conferences and 12 international journals. He has published 12 patent (both Utility and Grant), 7 Book Chapters and 9 Text books. He has attended more than 30 International and 40 National conference and FDP’s. He has received more than 20 awards in the field of teaching, research and Academic excellences. He has visited 4 international countries and attended conference in the field of education.