List of Books in Keyword #Machine Learning

Linear Algebra and Optimization for Machine Learning: A Textbook
Published on: 2020
Beginner Unordered English

This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout this …

Linear Algebra Optimization Machine Learning Mathematics Algorithms
Accelerated Optimization for Machine Learning: First-Order Algorithms
Published on: 2020
Beginner Unordered English

This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on …

Optimization Machine Learning Algorithms First-Order Acceleration
Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities: Designing for Sustainability (Springer Optimization and Its Applications, 186)
Published on: 2022
Beginner Unordered English

This volume offers a wealth of interdisciplinary approaches to artificial intelligence, machine learning and optimization tools, which contribute to the …

Artificial Intelligence Machine Learning Optimization Smart Cities Sustainability
Machine Learning and Optimization Models for Optimization in Cloud
Published on: 2022
Beginner Unordered English

Machine Learning and Models for Optimization in Cloud’s main aim is to meet the user requirement with high quality of …

Machine Learning Optimization Cloud Computing Algorithms Data Analysis
Optimization and Machine Learning: Optimization for Machine Learning and Machine Learning for Optimization
Published on: 2022
Beginner Unordered English

Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in …

Optimization Machine Learning Algorithms Models Applications
Semi-Supervised and Unsupervised Machine Learning: Novel Strategies
Published on: 2010
Beginner Natural Language Processing English

This book provides a detailed and up-to-date overview on classification and data mining methods. The first part is focused on …

Machine Learning Semi-Supervised Unsupervised Strategies Algorithms
Introduction to semi-supervised learning
Published on: 2009
Beginner Unordered English

Semi-supervised Machine Learning Algorithms Classification Clustering
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
Published on: 2013
Beginner Natural Language Processing English

This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these …

Semi-Supervised Domain Adaptation NLP Machine Learning Algorithms
Continual Semi-Supervised Learning: First International Workshop, CSSL 2021, Virtual Event, August 19–20, 2021, Revised Selected Papers (Lecture Notes in Artificial Intelligence)
Published on: 2022
Beginner Natural Language Processing English

This book constitutes the proceedings of the First International Workshop on Continual Semi-Supervised Learning, CSSL 2021, which took place as …

Continual Learning Semi-Supervised Artificial Intelligence Machine Learning CSSL 2021
Practical Bioinformatics for Beginners: From Raw Sequence Analysis to Machine Learning Applications
Published on: 2023
Beginner Unordered English

Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, …

Bioinformatics Beginners Sequence Machine Learning Analysis
Sentiment Analysis in Social Networks
Published on: 2017
Beginner Natural Language Processing English

The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, …

Sentiment Analysis Social Networks Machine Learning Opinion Mining Data Analysis
Text Mining with Machine Learning: Principles and Techniques
Published on: 2020
Beginner Unordered English

This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By …

Text Mining Machine Learning Principles Techniques Data Analysis
Practical Guide to Machine Learning, NLP, and Generative AI: Libraries, Algorithms, and Applications First Edition
Published on: 2024
Beginner Unordered English

This is an essential resource for beginners and experienced practitioners in machine learning. This comprehensive guide covers a broad spectrum …

Machine Learning NLP Generative AI Algorithms Applications
Advanced Data Mining Techniques
Published on: 2008
Unordered Machine Learning English

Data Mining Machine Learning Algorithms Predictive Models Knowledge Discovery
Advanced Techniques in Knowledge Discovery and Data Mining
Published on: 2004
Unordered Machine Learning English

Information and knowledge in databases is usually hidden & our ability to extract it is limited. The development of techniques …

Data Mining Knowledge Discovery Machine Learning Pattern Recognition Algorithms
Applied Machine Learning and AI for Engineers: Solve Business Problems That Can't Be Solved Algorithmically
Published on: 2022
Beginner Unordered English

While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff …

Machine Learning AI Engineers Business Problem-Solving
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Published on:
Beginner Machine Learning English

Explainability Interpretability Machine Learning AI Transparency
Adversarial Machine Learning: Attack Surfaces, Defence Mechanisms, Learning Theories in Artificial Intelligence
Published on: 2023
Beginner Machine Learning English

A critical challenge in deep learning is the vulnerability of deep learning networks to security attacks from intelligent cyber adversaries. …

Adversarial Machine Learning Attacks Defenses Theories
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published on: 2022
Beginner Machine Learning English

This book is open access under a CC BY 4.0 licenseThis open access book brings together the latest genome base …

Genomics Machine Learning Prediction Statistics Multivariate
Machine Learning and Data Mining for Sports Analytics: 5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings
Published on: 2019
Beginner Unordered English

This book constitutes the refereed post-conference proceedings of the 5th International Workshop on Machine Learning and Data Mining for Sports …

Machine Learning Data Mining Sports Analytics MLSA 2018 ECMLPKDD
Machine Learning and Data Mining for Sports Analytics: 7th International Workshop, MLSA 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings
Published on: 2020
Beginner Unordered English

This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Machine Learning and Data Mining for Sports …

Machine Learning Data Mining Sports Analytics Workshop Proceedings
Machine Learning and Data Mining for Sports Analytics: 9th International Workshop, MLSA 2022, Grenoble, France, September 19, 2022, Revised Selected Papers
Published on: 2023
Beginner Machine Learning English

This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, …

Machine Learning Data Mining Sports Analytics Workshop MLSA 2022
Machine Learning and Data Mining for Sports Analytics: 8th International Workshop, MLSA 2021, Virtual Event, September 13, 2021, Revised Selected ... in Computer and Information Science)
Published on: 2022
Beginner Machine Learning English

This book constitutes the refereed post-conference proceedings of the 8th International Workshop on Machine Learning and Data Mining for Sports …

Machine Learning Data Mining Sports Analytics MLSA 2021 Computer Science
Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Turin, Italy, September 18, 2023, Revised Selected Papers
Published on:
Beginner Machine Learning English

Machine Learning Data Mining Sports Analytics MLSA 2023 Turin

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