ABSTRACT

This book focuses on the theory, practice, and concepts of process mining techniques in detail, especially pattern recognition in diverse society, science, medicine, engineering, and business. The book deliberates several perspectives on process mining techniques in the broader context of data science and big data approaches. 

Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice provides an introduction to process mining techniques and pattern recognition. After that, it delivers the fundamentals of process modelling and mining essential to comprehend the book. The text emphasizes discovery as an important process mining task and includes case studies as well as real-life examples to guide users in successfully applying process mining techniques for pattern recognition in practice.

Intended to be an introduction to process mining and pattern recognition for students, academics, and practitioners, this book is perfect for those who want to learn the basics, and also gain an understanding of the concepts on a deeper level.

chapter 1|17 pages

Concepts of Data Mining and Process Mining

ByVineeta Singh, Vandana Dixit Kaushik

chapter 2|16 pages

Optimizing Web Page Ranks Using Query Independent Indexing Algorithm

ByShivi Panwar, Vimal Kumar

chapter 3|11 pages

Design and Implementation of Novel Techniques for Content-Based Ranking of Web Documents

ByAyushi Prakash, Sandeep Kumar Gupta, Mukesh Rawat

chapter 4|10 pages

Web-Based Credit Card Allocation System Using Machine Learning

ByVipul Shahi, Yashasvi Srivastava, Utkarsh Sangam, Akarshit Rai, Mala Saraswat

chapter 5|12 pages

Pattern Recognition

ByAkanksha Toshniwal

chapter 6|14 pages

Automated Pattern Analysis and Curated Sack Count Leveraging Video Analysis on Moving Objects

ByRitin Behl, Harsh Khatter, Prabhat Singh

chapter 7|14 pages

DBSU

A New Fusion Algorithm for Clustering of Diabetic Retinopathy Disease
BySanjay Kumar Dubey, Tanvi Anand, Rekha Pal

chapter 8|10 pages

Dynamic Simulation Model to Increase the Use of Public Transportation Using Transit-Oriented Development

ByRizki Wahyunuari Ningrum, Erma Suryani, Rully Agus Hendrawan

chapter 9|13 pages

Text Summarization Using Extractive Techniques

ByMukesh Rawat, Mohd Hamzah Siddiqui, Mohd Anas Maan, Shashaank Dhiman, Mohd Asad

chapter 11|13 pages

Diet Recommendation Model of Quality Nutrition for Cardiovascular Patients

BySurbhi Vijh, Sanjay Kumar Dubey

chapter 12|12 pages

Dynamic Simulation Model to Improve Travel Time Efficiency (Case Study: Surabaya City)

ByShabrina Luthfiani Khanza, Erma Suryani, Rully Agus Hendrawan