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Document Processing Using Machine Learning book cover

1st Edition

Document Processing Using Machine Learning

Edited By Sk Md Obaidullah, KC Santosh, Teresa Goncalves, Nibaran Das, Kaushik Roy Copyright 2020
182 Pages 97 B/W Illustrations
by Chapman & Hall

182 Pages 97 B/W Illustrations
by Chapman & Hall
Also available as eBook on:
Document Processing Using Machine Learning aims at presenting a handful of resources for students and researchers working in the document image analysis (DIA) domain using machine learning since it covers multiple document processing problems. Starting with an explanation of how Artificial Intelligence (AI) plays an important role in this domain, the book further discusses how different machine... Read more

Preface

Editors

Contributors

1. Artificial Intelligence for Document Image Analysis

Himadri Mukherjee, Payel Rakshit, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar and Kaushik Roy

2. An Approach toward Character Recognition of Bangla Handwritten Isolated Characters

Payel Rakshit, Chayan Halder and Kaushik Roy

3. Artistic Multi-Character Script Identification

Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Nibaran Das and Kaushik Roy

4. A Study on the Extreme Learning Machine and Its Applications

Himadri Mukherjee, Sahana Das, Subhashmita Ghosh, Sk Md Obaidullah, KC Santosh, Nibaran Das and Kaushik Roy

5. A Graph-Based Text Classification Model for Web Text Documents

Ankita Dhar, Niladri Sekhar Dash and Kaushik Roy

6. A Study of Distance Metrics in Document Classification

Ankita Dhar, Niladri Sekhar Dash and Kaushik Roy

7. A Study of Proximity of Domains for Text Categorization

Ankita Dhar, Niladri Sekhar Dash and Kaushik Roy

8. Supervised Learning for Aggression Identification and Author Profiling over Twitter Dataset

Kashyap Raiyani and Roy Bayot

9. The Effect of Using Features Computed from Generated Offline Images for Online Bangla Handwritten Character Recognition

Shibaprasad Sen, Ankan Bhattacharyya and Kaushik Roy

10. Handwritten Character Recognition for Palm-Leaf Manuscripts

Papangkorn Inkeaw, Jeerayut Chaijaruwanich and Jakramate Bootkrajang

Index

Biography

Sk Md Obaidullah, KC Santosh, Teresa Goncalves, Nibaran Das, Kaushik Roy

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