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Cybernetics, Cognition and Machine Learning Applications
Kumar, AmitGunjan,Vinit KumarSuganthan,P. N.Haase,Jan

This book includes the original, peer reviewed research articles from the 2nd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2020), held in August, 20…

Edition
1
ISBN/ISSN
978-981-33-6691-6
Collation
XII, 439p.:Ill
Series Title
-
Call Number
006.3 Cyb
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cover
Programming with TensorFlow
Prakash,Kolla BhanuKanagachidambaresan, G. R.

This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for deep learning, Natural Language Processin…

Edition
1
ISBN/ISSN
978-3-030-57077-4
Collation
X, 190p.:Ill
Series Title
-
Call Number
006.32 Pro
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cover
Introduction to Machine Learning in the Cloud with Python
Gupta, PramodSehgal, Naresh K.

This book provides an introduction to machine learning and cloud computing, both from a conceptual level, along with their usage with underlying infrastructure. The authors emphasize fundamentals a…

Edition
1
ISBN/ISSN
978-3-030-71270-9
Collation
XIX, 284p.:Ill
Series Title
-
Call Number
610.285 63 Gup i
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cover
Machine Learning Foundations
Jo, Taeho

This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four parts: foundation, supervised…

Edition
1
ISBN/ISSN
978-3-030-65900-4
Collation
XX, 391p.:Ill
Series Title
-
Call Number
006.31 Jot m
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cover
Computationally Intensive Statistics for Intelligent IoT
Samanta, DebabrataBanerjee, Amit

The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational stat…

Edition
1
ISBN/ISSN
978-981-16-5936-2
Collation
XX, 218p.:Ill
Series Title
Studies in Autonomic, Data-driven and Industrial Computing
Call Number
004.678 Sam c
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cover
Intelligent Systems and Applications
Arai, KoheiKapoor,SupriyaBhatia, Rahul

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…

Edition
1
ISBN/ISSN
978-3-030-55180-3
Collation
xii, 803p.:Ill
Series Title
Advances in Intelligent Systems and Computing
Call Number
006.3 Int
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cover
Advances in Learning Automata and Intelligent Optimization
Kordestani,Javidan KazemiMirsaleh,Mehdi RazapoorRezvanian,AlirezaMeybodi, Mohammad Reza

This book is devoted to the leading research in applying learning automaton (LA) and heuristics for solving benchmark and real-world optimization problems. The ever-increasing application of the LA…

Edition
1
ISBN/ISSN
978-3-030-76291-9
Collation
XX, 340p.:Ill
Series Title
-
Call Number
006.31 Adv
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cover
Machine Learning in Social Networks
Aggarwal, ManasviMurty, M.N.

This book deals with network representation learning. It deals with embedding nodes, edges, subgraphs and graphs. There is a growing interest in understanding complex systems in different domains i…

Edition
1
ISBN/ISSN
978-981-33-4022-0
Collation
XI, 112p.:Ill
Series Title
-
Call Number
006.31 Agg m
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cover
Machine Intelligence and Big Data Analytics for Cybersecurity Applications
Alazab,MamounMaleh, YassineShojafar, MohammadBaddi, Youssef

This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware an…

Edition
1
ISBN/ISSN
978-3-030-57024-8
Collation
xiii, 539p.:Ill
Series Title
-
Call Number
006.3 Mac
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cover
Deep Learning for Medical Decision Support Systems
Kose, UtkuAlzubi, JafarPatrut, BogdanDeperlioglu, Omer

This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems. Artificial intelli…

Edition
1
ISBN/ISSN
978-981-15-6325-6
Collation
xviii, 171p.:Ill
Series Title
Studies in Computational Intelligence
Call Number
610.285 63 Dee
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cover
Proceedings of International Conference on Big Data, Machine Learning and App…
Patgiri, RiponBalas, Valentina EmiliaBandyopadhyay,Sivaji

This book covers selected high-quality research papers presented at the International Conference on Big Data, Machine Learning, and Applications (BigDML 2019). It focuses on both theory and applica…

Edition
1
ISBN/ISSN
978-981-33-4788-5
Collation
xii, 268p.:Ill
Series Title
-
Call Number
005.7 Pro
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cover
Advanced Machine Learning Technologies and Applications
Hassanien, AboulEllaChang, KuoChiMincong, Tang

This book presents the refereed proceedings of the 6th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2021) held in Cairo, Egypt, during March 22–24, 2…

Edition
1
ISBN/ISSN
978-3-030-69717-4
Collation
xxii, 1144p.:Ill
Series Title
-
Call Number
006.31 Adv
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cover
The "Essence" of Network Security: An End-to-End Panorama
Balas, Valentina E.Chakraborty,MohuyaSingh, MoutushiMukhopadhyay, Indraneel

This edited book provides an optimal portrayal of the principles and applications related to network security. The book is thematically divided into five segments: Part A describes the introductory…

Edition
1
ISBN/ISSN
978-981-15-9317-8
Collation
xxxv, 289p.:Ill
Series Title
Lecture Notes in Networks and Systems
Call Number
005.8 The
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cover
Metaheuristics in Machine Learning: Theory and Applications
Oliva, DiegoHoussein, Essam H.Hinojosa, Salvador

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and …

Edition
1
ISBN/ISSN
978-3-030-70542-8
Collation
xiv, 769p.:Ill
Series Title
Studies in Computational Intelligence
Call Number
006.31 Met
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cover
Advanced Deep Learning for Engineers and Scientists
Kanagachidambaresan, G. R.Prakash, Kolla BhanuKannan, RamaniAlexander,S.Albert

This book provides a complete illustration of deep learning concepts with case-studies and practical examples useful for real time applications. This book introduces a broad range of topics in deep…

Edition
1
ISBN/ISSN
978-3-030-66519-7
Collation
xvii, 285p.:Ill
Series Title
EAI/Springer Innovations in Communication and Computing
Call Number
006.31 Adv
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cover
Cellular Learning Automata: Theory and Applications
Rezvanian,AlirezaMeybodi, Mohammad RezaVafashoar, RezaMorshedlou,Hossein

This book highlights both theoretical and applied advances in cellular learning automata (CLA), a type of hybrid computational model that has been successfully employed in various areas to solve co…

Edition
1
ISBN/ISSN
978-3-030-53141-6
Collation
XVI, 365p.:Ill
Series Title
Studies in Systems, Decision and Control
Call Number
006.31 Cel
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cover
Application of Machine Learning and Deep Learning Methods to Power System Pro…
NazariHeris, MortezaAsadi, SomayehMohammadiIvatloo, BehnamAbdar, MoloudJebelli, HoutanSadatMohammadi, Milad

This book evaluates the role of innovative machine learning and deep learning methods in dealing with power system issues, concentrating on recent developments and advances that improve planning, o…

Edition
1
ISBN/ISSN
978-3-030-77696-1
Collation
IX, 391p.:Ill
Series Title
-
Call Number
621.310 285 63 App
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cover
Deep Learning and Edge Computing Solutions for High Performance Computing
Paiva, SaraSuresh, A.

This book provides an insight into ways of inculcating the need for applying mobile edge data analytics in bioinformatics and medicine. The book is a comprehensive reference that provides an overvi…

Edition
1
ISBN/ISSN
978-3-030-60265-9
Collation
xii, 279p.:Ill.
Series Title
EAI/Springer Innovations in Communication and Computing
Call Number
006.31 Dee
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cover
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision …
Dombi, JózsefCsiszár, Orsolya

The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can make deep neural networks more interpr…

Edition
1
ISBN/ISSN
978-3-030-72280-7
Collation
xxi, 173p.:Ill
Series Title
Studies in Fuzziness and Soft Computing
Call Number
006.32 Dom e
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cover
Machine Learning in VLSI Computer-Aided Design
Li, XinElfadel, Ibrahim (Abe) M.Boning, Duane S.

This book provides readers with an up-to-date account of the use of machine learning frameworks, methodologies, algorithms and techniques in the context of computer-aided design (CAD) for very-larg…

Edition
1
ISBN/ISSN
978-3-030-04666-8
Collation
xxii, 694p.:Ill
Series Title
-
Call Number
621.395 Mac
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cover
AI and Machine Learning Paradigms for Health Monitoring System
Malik, Hasmatatema, Nuzhat FAlzubi, Jafar A.

This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intell…

Edition
1
ISBN/ISSN
978-981-33-4412-9
Collation
xxiv, 513p.:Ill
Series Title
Studies in Big Data
Call Number
610.285 Ala
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cover
Machine Learning: Theoretical Foundations and Practical Applications
Pandey, ManjushaRautaray, Siddharth Swarup

This edited book is a collection of chapters invited and presented by experts at 10th industry symposium held during 9–12 January 2020 in conjunction with 16th edition of ICDCIT. The book covers …

Edition
1
ISBN/ISSN
978-981-33-6518-6
Collation
xi, 172p.:Ill
Series Title
Studies in Big Data
Call Number
006.31 Mac
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cover
Towards an Intelligent Learning Management System Under Blended Learning: Tre…
Dias, Sofia B.Diniz, José A.Hadjileontiadis, Leontios J.

What are the key channels to change in blended instructional practice as they relate to the use of a learning management system (LMS)? What role LMS users’ profiles play in facilitating change in…

Edition
1
ISBN/ISSN
978-3-319-02078-5
Collation
xxiv, 235p.: Ill.
Series Title
Intelligent Systems Reference Library
Call Number
371.3 Dia t
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cover
Learning from Data Streams in Evolving Environments
SayedMouchaweh, Moamar

This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary processes. The goal is to discuss an…

Edition
1
ISBN/ISSN
978-3-319-89803-2
Collation
VIII, 317p.:Ill
Series Title
Studies in Big Data
Call Number
006.31 Lea
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cover
Natural Computing for Unsupervised Learning
Li, XiangtaoWong, KaChun

This book highlights recent research advances in unsupervised learning using natural computing techniques such as artificial neural networks, evolutionary algorithms, swarm intelligence, artificial…

Edition
1
ISBN/ISSN
978-3-319-98566-4
Collation
vi, 273p.:Ill
Series Title
Unsupervised and Semi-Supervised Learning
Call Number
006.3 Nat
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cover
Machine Learning for Cyber Physical Systems
Beyerer, JürgenKühnert, ChristianNiggemann, Oliver

This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4C…

Edition
1
ISBN/ISSN
978-3-662-58485-9
Collation
vii, 136p.:Ill
Series Title
Technologien für die intelligente Automation
Call Number
006.31 Mac
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cover
PENERAPAN MODEL PROBLEM BASED LEARNING TERHADAP KEMAMPUAN BERPIKIR KRITIS SIS…
Sari, Devi Permata

This research is quantitative research to measure students' critical thinking skills using the Pre-Experimental Design method with the One Group Pretest-Posttest design. This study aims to determin…

Edition
-
ISBN/ISSN
-
Collation
x, 146 hlm.; ilus.; 29 cm
Series Title
-
Call Number
T855502022
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cover
An Introduction to Machine Learning
Rebala, GopinathRavi, AjayChuriwala, Sanjay

Just like electricity, Machine Learning will revolutionize our life in many ways – some of which are not even conceivable today. This book provides a thorough conceptual understanding of Machine …

Edition
1
ISBN/ISSN
978-3-030-15729-6
Collation
XXII, 263p.:Ill
Series Title
An Introduction to Machine Learning
Call Number
006.3 Reb a
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cover
BEYOND TEACHING & LEARNING: MEMADUKAN QUANTUM TEACHING & LEARNING
Wenger, Win

Edition
-
ISBN/ISSN
979-9481-30-9
Collation
448p.:illus; 22 cm
Series Title
-
Call Number
371.102 Wen b

Edition
-
ISBN/ISSN
979-9481-30-9
Collation
448p.:illus; 22 cm
Series Title
-
Call Number
371.102 Wen b
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cover
Pearson New International; Learning and Behavior, Seventh Edition
Mazur, James E.

Edition
7
ISBN/ISSN
978-1-292-02274-1
Collation
i, 340p.; ill.; 27cm
Series Title
-
Call Number
150 Maz l

Edition
7
ISBN/ISSN
978-1-292-02274-1
Collation
i, 340p.; ill.; 27cm
Series Title
-
Call Number
150 Maz l
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