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Practical Data Mining Techniques and Applications book cover

1st Edition

Practical Data Mining Techniques and Applications

Edited By Ketan Shah, Neepa Shah, Vinaya Sawant, Neeraj Parolia Copyright 2023
214 Pages 80 B/W Illustrations
by Auerbach Publications

214 Pages 80 B/W Illustrations
by Auerbach Publications

214 Pages 80 B/W Illustrations
by Auerbach Publications
Also available as eBook on:
Data mining techniques and algorithms are extensively used to build real-world applications. A practical approach can be applied to data mining techniques to build applications. Once deployed, an application enables the developers to work on the users’ goals and mold the algorithms with respect to users’ perspectives. Practical Data Mining Techniques and Applications focuses on various... Read more

Preface

Acknowledgments

Contributors

1 Introduction to Data Mining

NEEPA SHAH AND KETAN SHAH

2 Review of Latent Dirichlet Allocation to Understand Motivations to Share Conspiracy Theory: A Case Study of "Plandemic" during COVID 19

SUSHMA KUMBLE, PRATITI DIDDI, AND JEFF CONLIN

3 Near Human-Level Style Transfer

RAHUL PEREIRA, BERYL COUTINHO, JENSLEE DSOUZA, CYRUS FERREIRA, AND VAISHALI JADHAV

4 Semantics-Based Distributed Document Clustering

NEEPA SHAH, SUNITA MAHAJAN, AND KETAN SHAH

5 Application of Machine Learning in Disease Prediction

SANNIDHI RAO, SHREYA KULKARNI, SHIKHA MEHTA, AND NEHA KATRE

6 Federated Machine Learning-Based Bank Customer Churn Prediction

CHIRAG JAGAD, CHIRAG JAIN, DHRUMIL THAKORE, OM NAIK, AND VINAYA SAWANT

7 Challenges and Avenues in the Sophisticated Health-Care System

RAJESH SHARDANAND PRASAD, JAYASHREE RAJESH PRASAD, AND NIHAR M RANJAN

8 Unusual Social Media Behavior Detection Using Distributed Data Stream Mining

AAKASH SANGANI, PRINCY DOSHI, AND VINAYA SAWANT

9 Market Basket Analysis Using Distributed Algorithm

VINAYA SAWANT, KETAN SHAH, AND NEERAJ PAROLIA

10 Identification of Crime Prone-Areas Using Data Mining Techniques

JAINAM RAMBHIA, BHOOMIKA VALANI, SHIVAM VORA, CHAITANYA KUMBAR, AND NEHA KATRE

11 Smart Baby Cradle for Infant Soothing and Monitoring

SAHIL LUNAWAT, ADITYA ADHDUK, VINAYA SAWANT, AND RITIK SANGHVI

12 Word-Level Devanagari Text Recognition

RUTWIK SHAILESH SHAH, HARSHIL SURESH BHORAWAT, HRITIK GANESH SAWANT, AND VINAYA SAWANT

13 Wall Paint Visualizer Using Panoptic Segmentation

MARTIN DEVASIA, SAKSHI SHETTY, SHELDON MOONJELIL, LEANDER PEREIRA, AND VAISHALI JADHAV

14 Fashion Intelligence: An Artificial Intelligence-Based Clothing Fashion Stylist

PAVAN RAVAL, RAJ SHAH, VRUTIK ADANI, LISSA RODRIGUES, AND VAISHALI JADHAV

Index

Biography

Ketan Shah, Neeraj Parolia

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