Reinforcement and Systemic Machine Learning for Decision Making
Language: en
Pages: 285
Authors: Parag Kulkarni
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-14 - Publisher: John Wiley & Sons
Reinforcement and Systemic Machine Learning for Decision Making explores a newer and growing avenue of machine learning algorithm in the area of computational intelligence. This book focuses on reinforcement and systemic learning to build a new learning paradigm, which makes effective use of these learning methodologies to increase machine intelligence
Machine Learning in Radiation Oncology
Language: en
Pages: 336
Authors: Issam El Naqa, Ruijiang Li, Martin J. Murphy
Categories: Medical
Type: BOOK - Published: 2015-06-19 - Publisher: Springer
​This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential
Transactions on Engineering Technologies
Language: en
Pages: 796
Authors: Haeng Kon Kim, Sio-Iong Ao, Mahyar A. Amouzegar
Categories: Technology & Engineering
Type: BOOK - Published: 2014-07-02 - Publisher: Springer
This volume contains fifty-six revised and extended research articles, written by prominent researchers participating in the congress. Topics covered include electrical engineering, chemical engineering, circuits, computer science, communications systems, engineering mathematics, systems engineering, manufacture engineering and industrial applications. This book offers theoretical advances in engineering technologies and presents state of
Product Lifecycle Management for Digital Transformation of Industries
Language: en
Pages: 655
Authors: Ramy Harik, Louis Rivest, Alain Bernard, Benoit Eynard, Abdelaziz Bouras
Categories: Business & Economics
Type: BOOK - Published: 2017-03-15 - Publisher: Springer
This book constitutes the refereed proceedings of the 13th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2016, held in Columbia, SC, USA, in July 2016. The 57 revised full papers presented were carefully reviewed and selected from 77 submissions. The papers are organized in the following topical
Reverse Hypothesis Machine Learning
Language: en
Pages: 138
Authors: Parag Kulkarni
Categories: Computers
Type: BOOK - Published: 2017-05-02 - Publisher: Springer
This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning. Knowledge- acquisition -based learning is constrained by large volumes of data and is time consuming. Hence Knowledge innovation based learning is the need of time. Since under-learning results in cognitive inabilities and over-learning
Language: en
Pages: 528
Categories: Computers
Type: BOOK - Published: 2015-02-26 - Publisher: PHI Learning Pvt. Ltd.
There has been a movement over the years to make machines intelligent. With the advent of modern technology, AI has become the core part of day-to-day life. But it is accentuated to have a book that keeps abreast of all the state-of-the-art concepts (pertaining to AI) in simplified, explicit and
Condition Monitoring with Vibration Signals
Language: en
Pages: 440
Authors: Asoke K. Nandi, Hosameldin Ahmed
Categories: Technology & Engineering
Type: BOOK - Published: 2019-12-23 - Publisher: John Wiley & Sons
Provides an extensive, up-to-date treatment of techniques used for machine condition monitoring Clear and concise throughout, this accessible book is the first to be wholly devoted to the field of condition monitoring for rotating machines using vibration signals. It covers various feature extraction, feature selection, and classification methods as well
Human-Robot Interaction Control Using Reinforcement Learning
Language: en
Pages: 288
Authors: Wen Yu, Adolfo Perrusquia
Categories: Technology & Engineering
Type: BOOK - Published: 2021-10-06 - Publisher: John Wiley & Sons
A comprehensive exploration of the control schemes of human-robot interactions In Human-Robot Interaction Control Using Reinforcement Learning, an expert team of authors delivers a concise overview of human-robot interaction control schemes and insightful presentations of novel, model-free and reinforcement learning controllers. The book begins with a brief introduction to state-of-the-art
Decentralized Coverage Control Problems For Mobile Robotic Sensor and Actuator Networks
Language: en
Pages: 208
Authors: Andrey V. Savkin, Teddy M. Cheng, Zhiyu Li, Faizan Javed, Zhiyu Xi, Alexey S. Matveev, Hung Nguyen
Categories: Technology & Engineering
Type: BOOK - Published: 2015-07-20 - Publisher: John Wiley & Sons
This book introduces various coverage control problems for mobile sensor networks including barrier, sweep and blanket. Unlike many existing algorithms, all of the robotic sensor and actuator motion algorithms developed in the book are fully decentralized or distributed, computationally efficient, easily implementable in engineering practice and based only on information
Fusion of Hard and Soft Control Strategies for the Robotic Hand
Language: en
Pages: 256
Authors: Cheng-Hung Chen, Desineni Subbaram Naidu
Categories: Technology & Engineering
Type: BOOK - Published: 2017-10-09 - Publisher: John Wiley & Sons
An in-depth review of hybrid control techniques for smart prosthetic hand technology by two of the world’s pioneering experts in the field Long considered the stuff of science fiction, a prosthetic hand capable of fully replicating all of that appendage’s various functions is closer to becoming reality than ever before.