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results: 103
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Discrete mathematics Algorithms & data structures Databases Expert systems / knowledge-based systems Machine learning Neural networks & fuzzy systems Computer vision Library, archive & information managementElsevier Science, 2023 ISBN: 9780323984690Description:Machine Learning: A Constraint-Based Approach, Second Edition provides readers with a refreshing look at the basic models and algorithms of machine...
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Explainable Deep Learning AI: Methods and Challenges
Jenny Benois-Pineau
Romain Bourqui
Dragutin Petkovic
Georges Quenot
Elsevier Science, 2023 ISBN: 9780323993883Description:Explainable Deep Learning AI: Methods and Challenges presents the latest works of leading researchers in the XAI area, offering an overview of the XAI...
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Hamiltonian Monte Carlo Methods in Machine Learning
Tshilidzi Marwala
Rendani Mbuvha
Wilson Tsakane Mongwe
Elsevier Science, 2023 ISBN: 9780443190360Description:Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with an introduction of Shadow and...
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Data Science, Analytics and Machine Learning with R
Luiz Paulo Fávero
Patrícia Belfiore
Rafael de Freitas Souza
Elsevier Science, 2023 ISBN: 9780323859233Description:Data Science, Analytics and Machine Learning with R explains the principles of data mining and machine learning techniques and accentuates the...
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Elsevier Science, 2022 ISBN: 9780323972529Description:Statistical Modeling in Machine Learning: Concepts and Applications presents the basic concepts and roles of statistics, exploratory data analysis and...
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Digital Image Enhancement and Reconstruction
Shyam Singh Rajput
Nafis Uddin Khan
Amit Kumar Singh
Karm Veer Arya
Elsevier Science, 2022 ISBN: 9780323985789Description:Digital Image Enhancement and Reconstruction: Techniques and Applications explores different concepts and techniques used for the enhancement as well...
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Deep Network Design for Medical Image Computing: Principles and Applications
Haofu Liao
S. Kevin Zhou
Jiebo Luo
Elsevier Science, 2022 ISBN: 9780128244036Description:Deep Network Design for Medical Image Computing: Principles and Applications covers a range of MIC tasks and discusses design principles of these...
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Elsevier Science, 2022 ISBN: 9780128242575Description:Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack...
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Tactile Sensing, Skill Learning, and Robotic Dexterous Manipulation
Qiang Li
Shan Luo
Zhaopeng Chen
Chenguang Yang
Jianwei Zhang
Elsevier Science, 2022 ISBN: 9780323904179Description:Tactile Sensing, Skill Learning and Robotic Dexterous Manipulation focuses on cross-disciplinary lines of research and groundbreaking research ideas...
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Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture
Xichuan Zhou
Haijun Liu
Cong Shi
Ji Liu
Elsevier Science, 2022 ISBN: 9780323909273Description:Deep Learning on Edge Computing Devices: Design Challenges of Algorithm and Architecture focuses on hardware architecture and embedded deep learning...
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