An Evolving Sojourn: Journey to the Pearl and Back
Charu Joshi · ISBN 9781645873013
Julkaistu 2019 Kieli englanti nidottu
1000 tulosta hakusanalla Charu Mohan Marya; Srishti Sarin; Sukhvinder Singh Oberoi.
Every story has a writer; some stories dig deep into your mind and some directly scoop into your heart. The book comprises short tales from different perspectives of life and sh...
Machine Learning for Text
Charu C. Aggarwal · ISBN 9783030088071
Julkaistu 2019 Kieli englanti nidottu
Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently...
Linear Algebra and Optimization for Machine Learning
Charu C. Aggarwal · ISBN 9783030403430
Julkaistu 2020 Kieli englanti sidottu
This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution manual for the e...
Linear Algebra and Optimization for Machine Learning
Charu C. Aggarwal · ISBN 9783030403461
Julkaistu 2021 Kieli englanti nidottu
This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution manual for the e...
Artificial Intelligence
Charu C. Aggarwal · ISBN 9783030723569
Julkaistu 2021 Kieli englanti sidottu
This textbook covers the broader field of artificial intelligence. The chapters for this textbook span within three categories:Deductive reasoning methods: These methods start w...
Artificial Intelligence
Charu C. Aggarwal · ISBN 9783030723590
Julkaistu 2022 Kieli englanti nidottu
This textbook covers the broader field of artificial intelligence. The chapters for this textbook span within three categories:Deductive reasoning methods: These methods start w...
Machine Learning for Text
Charu C. Aggarwal · ISBN 9783030966225
Julkaistu 2022 Kieli englanti sidottu
This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, m...
Machine Learning for Text
Charu C. Aggarwal · ISBN 9783030966256
Julkaistu 2023 Kieli englanti nidottu
This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, m...
Neural Networks and Deep Learning
Charu C. Aggarwal · ISBN 9783031296413
Julkaistu 2023 Kieli englanti sidottu
This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural netwo...
Neural Networks and Deep Learning
Charu C. Aggarwal · ISBN 9783031296444
Julkaistu 2024 Kieli englanti nidottu
This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural netwo...
Probability and Statistics for Machine Learning
Charu C. Aggarwal · ISBN 9783031532818
Julkaistu 2024 Kieli englanti sidottu
This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statist...
Probability and Statistics for Machine Learning
Charu C. Aggarwal · ISBN 9783031532849
Julkaistu 2025 Kieli englanti nidottu
This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statist...
Linear Algebra and Optimization for Machine Learning
Charu C. Aggarwal · ISBN 9783031986185
Julkaistu 2025 Kieli englanti sidottu
This textbook is the second edition of the linear algebra and optimization book that was published in 2020. The exposition in this edition is greatly simplified as compared to t...
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domai...
This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches o...
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domai...
This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and s...
Outlier Ensembles
Charu C. Aggarwal; Saket Sathe · ISBN 9783319547640
Julkaistu 2017 Kieli englanti sidottu
This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. In addition, it cover...
Machine Learning for Text
Charu C. Aggarwal · ISBN 9783319735306
Julkaistu 2018 Kieli englanti sidottu
Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently...