Deterministic And Statistical Methods In Machine Learning
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Deterministic And Statistical Methods In Machine Learning
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Author : Joab Winkler
language : en
Publisher: Springer
Release Date : 2005-10-17
Deterministic And Statistical Methods In Machine Learning written by Joab Winkler and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-10-17 with Computers categories.
This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004. The 19 revised full papers presented were carefully reviewed and selected for inclusion in the book. They address all current issues in the rapidly maturing field of machine learning that aims to provide practical methods for data discovery, categorisation and modelling. The particular focus of the workshop was advanced research methods in machine learning and statistical signal processing.
Deterministic And Statistical Methods In Machine Learning
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Author : Joab Winkler
language : en
Publisher: Springer
Release Date : 2009-09-02
Deterministic And Statistical Methods In Machine Learning written by Joab Winkler and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-02 with Computers categories.
Water Land And Forest Susceptibility And Sustainability
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Author : Uday Chatterjee
language : en
Publisher: Elsevier
Release Date : 2022-11-25
Water Land And Forest Susceptibility And Sustainability written by Uday Chatterjee and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-25 with Science categories.
Water, Land, and Forest Susceptibility and Sustainability, Volume 1: Geospatial Approaches & Modeling brings an interdisciplinary perspective to solving complex problems in sustainability, utilizing the latest research and technologies, and includes case studies that emphasize the applications of remote sensing, GIS, and image processing for addressing the current state and future needs to achieve sustainability. As forests, land, and water are among the most precious resources on earth, emphasizing the need to conserve them for future generations and, of course, a safe and sustainable planet. The assessment of the susceptibility of all these three precious resources must therefore be addressed to inform their sustainable management. This 1st volume encourages adaptive activities among experts employed in interdisciplinary fields, from data mining and machine learning to environmental science by linking geospatial computational intelligence technology to forest, land and water issues. - Presents theoretical context and practical solutions for understanding the current knowledge and where future efforts should be directed - Includes case studies in each chapter demonstrating the use of geospatial technologies - Offers an interdisciplinary approach to addressing susceptibility and achieving sustainability
Intelligent And Fuzzy Systems
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Author : Cengiz Kahraman
language : en
Publisher: Springer Nature
Release Date : 2025-07-25
Intelligent And Fuzzy Systems written by Cengiz Kahraman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-25 with Computers categories.
Artificial Intelligence in Human-Centric, Resilient & Sustainable Industries This book focuses on benefiting artificial intelligent tools in our business and social life under emerging conditions. Human-centric, resilient, and sustainable industries are built on ideals like human-centricity, ecological advantages, or social benefits. The mission of human-centric artificial intelligence is to improve people’s lives by offering solutions that boost productivity, accessibility to resources, security, well-being, and general quality of life. The latest intelligent methods and techniques on human-centric, resilient, and sustainable industries are introduced by theory and applications. This book covers the chapters of world-wide known experts on machine learning, medical image processing, process intelligence, process mining, and others. The intended readers are intelligent systems researchers, lecturers, M.Sc. and Ph.D. students trying to develop approaches giving human needs, values, and viewpoints top priority through artificial intelligent systems.
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Ii
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Author : Faming Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-08-01
Spatial Modelling And Failure Analysis Of Natural And Engineering Disasters Through Data Based Methods Volume Ii written by Faming Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-01 with Science categories.
Probability And Statistics Jntu Kakinada Second Year Second Semester Cse It R20
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Author : Dr T.K.V. Iyengar,Dr B. Krishna Gandhi,S. Ranganadham & Dr. M.V.S.S.N. Prasad
language : en
Publisher: S. Chand Publishing
Release Date :
Probability And Statistics Jntu Kakinada Second Year Second Semester Cse It R20 written by Dr T.K.V. Iyengar,Dr B. Krishna Gandhi,S. Ranganadham & Dr. M.V.S.S.N. Prasad and has been published by S. Chand Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
" Probability and Statistics " is written strictly according to the revised syllabus 2020-21 (R20) of B. Tech 2 year (Second semester) C.S.E. and Allied Branches of CSE students of Jawaharlal Nehru Technological University, Kakinada. It covers Descriptive Statistics and Methods for Data Science, Correlation and Curve Fitting, Probability and Distributions, Sampling Theory, Tests of Hypothesis and tend to enclose Previous Question Paper issues at suitable places and conjointly Previous GATE Questions at the end of every chapter for the benefit of the students.
Probability And Statistics
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Author : Dr T.K.V. Iyengar & Dr B. Krishna Gandhi & S. Ranganadham & Dr M.V.S.S.N. Prasad
language : en
Publisher: S. Chand Publishing
Release Date :
Probability And Statistics written by Dr T.K.V. Iyengar & Dr B. Krishna Gandhi & S. Ranganadham & Dr M.V.S.S.N. Prasad and has been published by S. Chand Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on with Science categories.
This book comprises previous question papers problems at appropriate places and also previous GATE questions at the end of each chapter for the benefit of the students
Data Analytics For Smart Infrastructure
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Author : Yang Wang
language : en
Publisher: CRC Press
Release Date : 2025-01-31
Data Analytics For Smart Infrastructure written by Yang Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Computers categories.
This book presents, for the first time, data analytics for smart infrastructures. The authors draw on over a decade’s experience working with industry and demonstrating the capabilities of data analytics for infrastructure and asset management. The volume gives data-driven solutions to cover critical capabilities for infrastructure and asset management across three domains: 1) situation awareness 2) predictive analytics and 3) decision support. The reader will gain from various data analytic techniques including anomaly detection, performance evaluation, failure prediction, trend analysis, asset prioritization, smart sensing and real-time/online systems. These data analytic techniques are vital to solving problems in infrastructure and asset management. The reader will benefit from case studies drawn from critical infrastructures such as water management, structural health monitoring and rail networks. This groundbreaking work will be essential reading for those studying and practicing analytics in the context of smart infrastructure.
Artificial Intelligence For Customer Relationship Management
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Author : Boris Galitsky
language : en
Publisher: Springer Nature
Release Date : 2020-12-23
Artificial Intelligence For Customer Relationship Management written by Boris Galitsky and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-23 with Computers categories.
The second volume of this research monograph describes a number of applications of Artificial Intelligence in the field of Customer Relationship Management with the focus of solving customer problems. We design a system that tries to understand the customer complaint, his mood, and what can be done to resolve an issue with the product or service. To solve a customer problem efficiently, we maintain a dialogue with the customer so that the problem can be clarified and multiple ways to fix it can be sought. We introduce dialogue management based on discourse analysis: a systematic linguistic way to handle the thought process of the author of the content to be delivered. We analyze user sentiments and personal traits to tailor dialogue management to individual customers. We also design a number of dialogue scenarios for CRM with replies following certain patterns and propose virtual and social dialogues for various modalities of communication with a customer. After we learn to detect fake content, deception and hypocrisy, we examine the domain of customer complaints. We simulate mental states, attitudes and emotions of a complainant and try to predict his behavior. Having suggested graph-based formal representations of complaint scenarios, we machine-learn them to identify the best action the customer support organization can chose to retain the complainant as a customer.
Proceedings Of The Twelfth National Conference On Artificial Intelligence
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Author : American Association for Artificial Intelligence
language : en
Publisher:
Release Date : 1994
Proceedings Of The Twelfth National Conference On Artificial Intelligence written by American Association for Artificial Intelligence and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Artificial intelligence categories.