Machine learning

This textbook covers the concepts, theories, and implementations of text mining and natural language processing (NLP).

This edited volume on machine learning and big data analytics (Proceedings of ICDSAI 2023), that was held on April 24-25, 2023 by CSUSB USA, International Association of Academicians (IAASSE), and Lendi Institute of Engineering and Technology, Vizianagaram, India is intended to be used as a reference book for researchers and practitioners in the disciplines of AI and Data Science.

This volume LNCS 14163 constitutes the refereed proceedings of 14th International Conference of the CLEF Association, CLEF 2023, in Thessaloniki, Greece, during September 18-21, 2023.

This 13-volume set LNCS 14862-14874 constitutes - in conjunction with the 6-volume set LNAI 14875-14880 and the two-volume set LNBI 14881-14882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024.

This book constitutes the refereed proceedings of the 6th International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2024, held in conjunction with MICCAI 2024, in Marrakesh, Morocco, on October 6, 2024.

Recently, novel metaheuristic techniques have emerged in response to the limitations of conventional approaches, leading to enhanced outcomes.

This book provides a broad overview of the key results and frameworks for various NSAI tasks as well as discussing important application areas.

This book constitutes the refereed post proceedings of the 22nd International Workshop on Digital Forensics and Watermarking, IWDW 2023, held in Jinan, China,during November 25 26, 2023.

This book stands at the forefront of AI research, offering a comprehensive examination of multimodal generative technologies.

Convolutional Neural Networks for Medical Applications consists of research investigated by the author, containing state-of-the-art knowledge, authored by Dr Teoh Teik Toe, in applying Convolutional Neural Networks (CNNs) to the medical imagery domain.

In a world driven by data and decentralization, blockchain and machine learning are transforming industries at an unprecedented pace.

The 8-volume set, comprising the LNCS books 13801 until 13809, constitutes the refereed proceedings of 38 out of the 60 workshops held at the 17th European Conference on Computer Vision, ECCV 2022.

In a world driven by data and decentralization, blockchain and machine learning are transforming industries at an unprecedented pace.

The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13-15, 2023.

Recently, novel metaheuristic techniques have emerged in response to the limitations of conventional approaches, leading to enhanced outcomes.

The two-volume set LNBIP 547 + LNBIP 548 constitutes the proceedings of the 19th International Conference on Research Challenges in Information Sciences, RCIS 2025, which took place in Seville, Spain, in May 2025.

Community detection in social networks is an important but challenging problem.

This book constitutes the proceedings of the 12th International Conference on Big Data and Artificial Intelligence, BDA 2024, held in Hyderabad, India, during December 17-20, 2024.

Master the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook.

In late 2022, the prominence of Natural Language Generation (NLG) surged with the advent of advanced language models like ChatGPT.

Summary Humans learn best from feedbackwe are encouraged to take actions that lead to positive results while deterred by decisions with negative consequences.

Unlock the groundbreaking advances of deep learning with this extensively revised edition of the bestselling original.

This book is the essential guide for anyone curious about AI's creative power.

This two-volume set of HCIBGO 2024 constitutes the refereed proceedings of the 11h International Conference on HCI in Business, Government and Organizations, held as part of the 26th International Conference, HCI International 2024, which took place in from June 29 - July 4, 2024 in Washington DC, USA.

This two-volume set of HCIBGO 2025 constitutes the refereed proceedings of the 12th International Conference on HCI in Business, Government and Organizations, held as part of the 27th International Conference, HCI International 2025, which took place in Gothenburg, Sweden, during June 22–27, 2025.

In a world where communication is key to human connection, understanding, and learning from one another, the book investigates the rich and intricate world of sign languages, highlighting the fascinating complexities of visual-spatial languages and their unique role in bridging the gap between hearing and deaf communities through information and communication technology.

This volume constitutes the revised selected papers of several workshops which were held in conjunction with the 5th International Conference on Process Mining, ICPM 2023, held in Rome, Italy, in October 23-27, 2023.

The 13-volume set LNCS 14425-14437 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2023, held in Xiamen, China, during October 13-15, 2023.

Enterprises, as well as individuals, are racing to reap the benefits of AI.

Master the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook.

Generative Machine Learning Models in Medical Image Computing"e; provides a comprehensive exploration of generative modeling techniques tailored to the unique demands of medical imaging.

Apply cutting-edge machine learning techniquesfrom crowdsourced relevance and knowledge graph learning, to Large Language Models (LLMs)to enhance the accuracy and relevance of your search results.

Employing off-the-shelf machine learning models is not an innovation.

Voice-controllable devices allow hands-free interactions, offering a modern user experience and helping impaired users.

Image classification is a critical component in computer vision tasks and has numerous applications.

This book introduces the gamma-divergence, a measure of distance between probability distributions that was proposed by Fujisawa and Eguchi in 2008.

When you know the cause of an event, you can affect its outcome.

This two-volume set LNCS 15718-15719 constitutes the refereed proceedings of the 22nd European Semantic Web Conference, ESWC 2025, held in Portoroz, Slovenia, during June 1–5, 2025.

The two-volume set LNBIP 547 + LNBIP 548 constitutes the proceedings of the 19th International Conference on Research Challenges in Information Sciences, RCIS 2025, which took place in Seville, Spain, in May 2025.

The book constitutes the refereed post-conference proceedings of the 18th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2023, held in Padova, Italy, during September 6–8, 2023.

How can we teach machine learning to identify causal patterns in data?

This book introduces cutting-edge methods on security in spectrum management, mobile networks and next-generation wireless networks in the era of artificial intelligence (AI) and machine learning (ML).

This book describes the application of novel signal processing algorithms to improve the diagnostic capability of the blood oxygen saturation signal (SpO2) from nocturnal oximetry in the simplification of pediatric obstructive sleep apnea (OSA) diagnosis.

This book describes the application of novel signal processing algorithms to improve the diagnostic capability of the blood oxygen saturation signal (SpO2) from nocturnal oximetry in the simplification of pediatric obstructive sleep apnea (OSA) diagnosis.

This volume on the latest developments in statistical modelling is a collection of refereed papers presented at the 38th International Workshop on Statistical Modelling, IWSM 2024, held from 14 to 19 July 2024 in Durham, UK.

This graduate textbook on the statistical approach to data science describes the basic ideas, scientific principles and common techniques for the extraction of mathematical models from observed data.

This book focuses on the modelling and optimization aspects of the feature selection problem through computational intelligence methods in complex, high-dimensional supervised machine learning.

This book offers a comprehensive dive into the rapidly evolving world of autonomous vehicles and their pivotal role in modern data collection and mission-critical operations.

This graduate textbook on the statistical approach to data science describes the basic ideas, scientific principles and common techniques for the extraction of mathematical models from observed data.

This two-volume set of HCIBGO 2025 constitutes the refereed proceedings of the 12th International Conference on HCI in Business, Government and Organizations, held as part of the 27th International Conference, HCI International 2025, which took place in Gothenburg, Sweden, during June 22–27, 2025.