Variational Methods for Machine Learning with Applications to Deep Networks

Edition

-

ISBN/ISSN

978-3-030-70679-1

Collation

XIV, 165p.:ll.

Series Title

-

Call Number

006.31 Var

Deep Learning for Unmanned Systems

Edition

1

ISBN/ISSN

978-3-030-77939-9

Collation

VIII, 732p.:Ill

Series Title

Studies in Computational Intelligence

Call Number

629.046 Dee

Perspectives on Digitally-Mediated Team Learning

This book explores technology-supported andragogical and pedagogical approaches that facilitate teamwork, collaboration, communication, and problem-solving opportunities in diverse disciplines. Col…

A Machine Learning based Pairs Trading Investment Strategy

Edition

-

ISBN/ISSN

978-3-030-47251-1

Collation

IX, 104p.:Ill.

Series Title

SpringerBriefs in Applied Sciences and Technology

Call Number

006.31 Sar a

Machine Learning for Engineers

Edition

-

ISBN/ISSN

978-3-030-70388-2

Collation

xiii, 247p.:Ill

Series Title

-

Call Number

620.002 856 3 Mcc m

Hardware-Aware Probabilistic Machine Learning Models

This book proposes probabilistic machine learning models that represent the hardware properties of the device hosting them. These models can be used to evaluate the impact that a specific device co…

Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics

Edition

-

ISBN/ISSN

978-3-030-66288-2

Collation

VI, 315p.:Ill

Series Title

-

Call Number

006.31 Mac

Deep Learning for Cancer Diagnosis

This book explores various applications of deep learning to the diagnosis of cancer,while also outlining the future face of deep learning-assisted cancer diagnostics. As is commonly known, artifici…

Machine Learning and Information Processing

This book includes selected papers from the 2nd International Conference on Machine Learning and Information Processing (ICMLIP 2020), held at Vardhaman College of Engineering, Jawaharlal Nehru Tec…

Machine Learning, Deep Learning and Computational Intelligence for Wireless C…

Edition

-

ISBN/ISSN

978-981-16-0289-4

Collation

xix, 643p.:Ill

Series Title

Lecture Notes in Electrical Engineering

Call Number

006.31 Gop m

Enabling Machine Learning Applications in Data Science

This book gathers selected high-quality research papers presented at Arab Conference for Emerging Technologies 2020 organized virtually in Cairo during 21–23 June 2020. This book emphasizes the r…

Advances in Machine Learning and Computational Intelligence

This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of…

Concepts and Real-Time Applications of Deep Learning

This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning architectures. The b…

Advances in Intelligent Systems and Computing V

This book reports on new theories and applications in the field of intelligent systems and computing. It covers cutting-edge computational and artificial intelligence methods, advances in computer …

Intelligent Systems and Applications

The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligen…

Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough

This book provides a systematic and comprehensive overview of machine learning with cognitive science methods and technologies which have played an important role at the core of practical solutions…

Deep Learning Applications, Volume 2

This book presents selected papers from the 18th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2019). It focuses on deep learning networks and their application in …

Intelligent Systems and Applications

The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligen…

Visions and Concepts for Education 4.0

This book contains papers in the fields of Interactive, Collaborative, and Blended Learning; Technology-Supported Learning; Education 4.0; Pedagogical and Psychological Issues. With growing call…

Advances in Distributed Computing and Machine Learning

This book presents recent advances in the field of distributed computing and machine learning, along with cutting-edge research in the field of Internet of Things (IoT) and blockchain in distribute…

Proceedings of International Conference on Big Data, Machine Learning and the…

This book contains high-quality peer-reviewed papers of the International Conference on Big Data, Machine Learning and their Applications (ICBMA 2019) held at Motilal Nehru National Institute of Te…

Vision, Sensing and Analytics: Integrative Approaches

This book serves as the first guideline of the integrative approach, optimal for our new and young generations. Recent technology advancements in computer vision, IoT sensors, and analytics open th…

Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation

This book highlights cutting-edge applications of machine learning techniques for disaster management by monitoring, analyzing, and forecasting hydro-meteorological variables. Predictive modelling …

Machine Learning for Predictive Analysis

Edition

-

ISBN/ISSN

978-981-15-7106-0

Collation

xxix, 627p.:Ill

Series Title

-

Call Number

006.31 Mac

Deep Learning in Computational Mechanics

This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are expl…

Advanced Machine Learning Approaches in Cancer Prognosis

This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid intelligent systems for the determination and diagnosis of canc…

Artificial Intelligence and Machine Learning in Public Healthcare

This book discusses and evaluates AI and machine learning (ML) algorithms in dealing with challenges that are primarily related to public health. It also helps find ways in which we can measure pos…

Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and…

This book is intended to present the state of the art in research on machine learning and big data analytics. The accepted chapters covered many themes including artificial intelligence and data m…

Advanced Machine Learning Technologies and Applications

This book presents the refereed proceedings of the 5th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2020), held at Manipal University Jaipur, India, on…

Computer Vision and Machine Learning in Agriculture

This book discusses computer vision, a noncontact as well as a nondestructive technique involving the development of theoretical and algorithmic tools for automatic visual understanding and recogni…