Handbook Of Research On Emerging Trends And Applications Of Machine Learning

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Handbook of Research on Emerging Trends and Applications of Machine Learning

Solanki, Arun,Kumar, Sandeep,Nayyar, Anand
Handbook of Research on Emerging Trends and Applications of Machine Learning Book PDF

Author : Solanki, Arun,Kumar, Sandeep,Nayyar, Anand
Publisher : IGI Global
Page : 674 pages
File Size : 50,6 Mb
Release : 2019-12-13
Category : Computers
ISBN : 9781522596455

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Handbook of Research on Emerging Trends and Applications of Machine Learning by Solanki, Arun,Kumar, Sandeep,Nayyar, Anand Pdf

As today’s world continues to advance, Artificial Intelligence (AI) is a field that has become a staple of technological development and led to the advancement of numerous professional industries. An application within AI that has gained attention is machine learning. Machine learning uses statistical techniques and algorithms to give computer systems the ability to understand and its popularity has circulated through many trades. Understanding this technology and its countless implementations is pivotal for scientists and researchers across the world. The Handbook of Research on Emerging Trends and Applications of Machine Learning provides a high-level understanding of various machine learning algorithms along with modern tools and techniques using Artificial Intelligence. In addition, this book explores the critical role that machine learning plays in a variety of professional fields including healthcare, business, and computer science. While highlighting topics including image processing, predictive analytics, and smart grid management, this book is ideally designed for developers, data scientists, business analysts, information architects, finance agents, healthcare professionals, researchers, retail traders, professors, and graduate students seeking current research on the benefits, implementations, and trends of machine learning.

Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques

Olivas, Emilio Soria,Guerrero, Jos‚ David Mart¡n,Martinez-Sober, Marcelino,Magdalena-Benedito, Jose Rafael,Serrano L¢pez, Antonio Jos‚
Handbook of Research on Machine Learning Applications and Trends Algorithms Methods and Techniques Book PDF

Author : Olivas, Emilio Soria,Guerrero, Jos‚ David Mart¡n,Martinez-Sober, Marcelino,Magdalena-Benedito, Jose Rafael,Serrano L¢pez, Antonio Jos‚
Publisher : IGI Global
Page : 852 pages
File Size : 46,6 Mb
Release : 2009-08-31
Category : Computers
ISBN : 9781605667676

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Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques by Olivas, Emilio Soria,Guerrero, Jos‚ David Mart¡n,Martinez-Sober, Marcelino,Magdalena-Benedito, Jose Rafael,Serrano L¢pez, Antonio Jos‚ Pdf

"This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic algorithms and in their application to real-life problems"--Provided by publisher.

Handbook of Research on Emerging Trends and Applications of Machine Learning

Anonim
Handbook of Research on Emerging Trends and Applications of Machine Learning Book PDF

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 42,6 Mb
Release : 2020
Category : Electronic
ISBN : 1799818225

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Handbook of Research on Emerging Trends and Applications of Machine Learning by Anonim Pdf

As today's world continues to advance, Artificial Intelligence (AI) is a field that has become a staple of technological development and led to the advancement of numerous professional industries. An application within AI that has gained attention is machine learning. Machine learning uses statistical techniques and algorithms to give computer systems the ability to understand and its popularity has circulated through many trades. Understanding this technology and its countless implementations is pivotal for scientists and researchers across the world. The Handbook of Research on Emerging Trends and Applications of Machine Learning provides a high-level understanding of various machine learning algorithms along with modern tools and techniques using Artificial Intelligence. In addition, this book explores the critical role that machine learning plays in a variety of professional fields including healthcare, business, and computer science. While highlighting topics including image processing, predictive analytics, and smart grid management, this book is ideally designed for developers, data scientists, business analysts, information architects, finance agents, healthcare professionals, researchers, retail traders, professors, and graduate students seeking current research on the benefits, implementations, and trends of machine learning.

Machine Learning Applications

Rik Das,Siddhartha Bhattacharyya,Sudarshan Nandy
Machine Learning Applications Book PDF

Author : Rik Das,Siddhartha Bhattacharyya,Sudarshan Nandy
Publisher : Walter de Gruyter GmbH & Co KG
Page : 174 pages
File Size : 43,8 Mb
Release : 2020-04-20
Category : Computers
ISBN : 9783110608663

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Machine Learning Applications by Rik Das,Siddhartha Bhattacharyya,Sudarshan Nandy Pdf

The publication is attempted to address emerging trends in machine learning applications. Recent trends in information identification have identified huge scope in applying machine learning techniques for gaining meaningful insights. Random growth of unstructured data poses new research challenges to handle this huge source of information. Efficient designing of machine learning techniques is the need of the hour. Recent literature in machine learning has emphasized on single technique of information identification. Huge scope exists in developing hybrid machine learning models with reduced computational complexity for enhanced accuracy of information identification. This book will focus on techniques to reduce feature dimension for designing light weight techniques for real time identification and decision fusion. Key Findings of the book will be the use of machine learning in daily lives and the applications of it to improve livelihood. However, it will not be able to cover the entire domain in machine learning in its limited scope. This book is going to benefit the research scholars, entrepreneurs and interdisciplinary approaches to find new ways of applications in machine learning and thus will have novel research contributions. The lightweight techniques can be well used in real time which will add value to practice.

Artificial Intelligence

Marco Antonio Aceves-Fernandez
Artificial Intelligence Book PDF

Author : Marco Antonio Aceves-Fernandez
Publisher : BoD – Books on Demand
Page : 466 pages
File Size : 51,8 Mb
Release : 2018-06-27
Category : Computers
ISBN : 9781789233643

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Artificial Intelligence by Marco Antonio Aceves-Fernandez Pdf

Artificial intelligence (AI) is taking an increasingly important role in our society. From cars, smartphones, airplanes, consumer applications, and even medical equipment, the impact of AI is changing the world around us. The ability of machines to demonstrate advanced cognitive skills in taking decisions, learn and perceive the environment, predict certain behavior, and process written or spoken languages, among other skills, makes this discipline of paramount importance in today's world. Although AI is changing the world for the better in many applications, it also comes with its challenges. This book encompasses many applications as well as new techniques, challenges, and opportunities in this fascinating area.

Handbook of Research on Applications and Implementations of Machine Learning Techniques

Sathiyamoorthi Velayutham
Handbook of Research on Applications and Implementations of Machine Learning Techniques Book PDF

Author : Sathiyamoorthi Velayutham
Publisher : IGI Global, Engineering Science Reference
Page : 0 pages
File Size : 41,5 Mb
Release : 2019-08-23
Category : Computers
ISBN : 1522599053

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Handbook of Research on Applications and Implementations of Machine Learning Techniques by Sathiyamoorthi Velayutham Pdf

"This book examines the practical applications and implementation of various machine learning techniques in various fields such as agriculture, medical, image processing, and networking"--

Artificial Intelligence (AI)

S. Kanimozhi Suguna,M. Dhivya,Sara Paiva
Artificial Intelligence AI Book PDF

Author : S. Kanimozhi Suguna,M. Dhivya,Sara Paiva
Publisher : CRC Press
Page : 331 pages
File Size : 46,5 Mb
Release : 2021-05-27
Category : Computers
ISBN : 9781000375527

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Artificial Intelligence (AI) by S. Kanimozhi Suguna,M. Dhivya,Sara Paiva Pdf

Addresses the complete functional framework workflow in Artificial Intelligence technology Explores basic and high-level concepts Based on the latest technologies covering the major challenges, issues, and advances in AI Discusses intelligent and automated system through AI and its implications to the real-world Presents data acquisition and case studies related to data-intensive technologies

Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning

Habib, Maki K.
Handbook of Research on New Investigations in Artificial Life AI and Machine Learning Book PDF

Author : Habib, Maki K.
Publisher : IGI Global
Page : 589 pages
File Size : 46,7 Mb
Release : 2022-02-25
Category : Computers
ISBN : 9781799886877

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Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning by Habib, Maki K. Pdf

As technology spreads globally, researchers and scientists continue to develop and study the strategy behind creating artificial life. This research field is ever expanding, and it is essential to stay current in the contemporary trends in artificial life, artificial intelligence, and machine learning. This an important topic for researchers and scientists in the field as well as industry leaders who may adapt this technology. The Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning provides concepts, theories, systems, technologies, and procedures that exhibit properties, phenomena, or abilities of any living system or human. This major reference work includes the most up-to-date research on techniques and technologies supporting AI and machine learning. Covering topics such as behavior classification, quality control, and smart medical devices, it serves as an essential resource for graduate students, academicians, stakeholders, practitioners, and researchers and scientists studying artificial life, cognition, AI, biological inspiration, machine learning, and more.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš
Implementation of Machine Learning Algorithms Using Control Flow and Dataflow Paradigms Book PDF

Author : Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš
Publisher : IGI Global
Page : 296 pages
File Size : 50,5 Mb
Release : 2022-03-11
Category : Computers
ISBN : 9781799883524

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Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš Pdf

Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Strategies to Overcome Superbug Invasions: Emerging Research and Opportunities

Chopra, Dimple Sethi,Kaul, Ankur
Strategies to Overcome Superbug Invasions Emerging Research and Opportunities Book PDF

Author : Chopra, Dimple Sethi,Kaul, Ankur
Publisher : IGI Global
Page : 319 pages
File Size : 53,7 Mb
Release : 2021-06-25
Category : Medical
ISBN : 9781799803096

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Strategies to Overcome Superbug Invasions: Emerging Research and Opportunities by Chopra, Dimple Sethi,Kaul, Ankur Pdf

Recently, there has been an upsurge in microbial infections. Extensive and inappropriate usage of antimicrobial drugs in treating infections has led to the evolution of a resistant strain of microorganisms and irreversible immunosuppression in humans. Medical institutions and hospitals require solutions to combat these contagions in order to avoid future epidemics. Strategies to Overcome Superbug Invasions: Emerging Research and Opportunities highlights current research and potential strategies to prevent the emergence and re-emergence of drug-resistant pathogenic microbial strains. The content within this publication examines biosensing, global initiatives, nanomaterials, and alternative therapies. It is designed for microbiologists, biotechnologists, pharmacists, pharmacologists, virologists, formulation scientists, infectious disease specialists, government officials, policymakers, healthcare practitioners, doctors, nurses, hospital directors, researchers, surgeons, and academicians who are seeking research on innovative solutions for multi-drug-resistant infections.

Machine Learning: Concepts, Methodologies, Tools and Applications

Management Association, Information Resources
Machine Learning Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2174 pages
File Size : 54,7 Mb
Release : 2011-07-31
Category : Computers
ISBN : 9781609608194

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Machine Learning: Concepts, Methodologies, Tools and Applications by Management Association, Information Resources Pdf

"This reference offers a wide-ranging selection of key research in a complex field of study,discussing topics ranging from using machine learning to improve the effectiveness of agents and multi-agent systems to developing machine learning software for high frequency trading in financial markets"--Provided by publishe

Handbook of Research on Emerging Trends and Technologies in Librarianship

Ekoja, Innocent Isa,Ogbomo, Esoswo Francisca,Okuonghae, Omorodion
Handbook of Research on Emerging Trends and Technologies in Librarianship Book PDF

Author : Ekoja, Innocent Isa,Ogbomo, Esoswo Francisca,Okuonghae, Omorodion
Publisher : IGI Global
Page : 430 pages
File Size : 48,9 Mb
Release : 2022-01-07
Category : Language Arts & Disciplines
ISBN : 9781799890966

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Handbook of Research on Emerging Trends and Technologies in Librarianship by Ekoja, Innocent Isa,Ogbomo, Esoswo Francisca,Okuonghae, Omorodion Pdf

A fundamental dynamism of the library is its continuous adoption of trending technologies and innovations for enhanced service delivery. To meet the needs of library users in the Fourth Industrial Revolution, an era characterized by digital revolution, knowledge economy, globalization, and information explosion, libraries have embraced innovations and novel technologies such as artificial intelligence, blockchain, social mediation tools, and the internet of things (IoT). The Handbook of Research on Emerging Trends and Technologies in Librarianship documents current research findings and theoretical studies focused on innovations and technologies used in contemporary libraries. This book provides relevant models, theoretical frameworks, the latest empirical research findings, and sound theoretical research regarding the use of novel technologies in libraries. Covering topics such as digital competitive advantage, smart governance, and social media, this book is an excellent resource for librarians, archivists, library associations and committees, researchers, academicians, students, faculty of higher education, computer scientists, programmers, and professionals.

Handbook of Research on Artificial Intelligence Techniques and Algorithms

Vasant, Pandian
Handbook of Research on Artificial Intelligence Techniques and Algorithms Book PDF

Author : Vasant, Pandian
Publisher : IGI Global
Page : 873 pages
File Size : 49,7 Mb
Release : 2014-11-30
Category : Computers
ISBN : 9781466672598

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Handbook of Research on Artificial Intelligence Techniques and Algorithms by Vasant, Pandian Pdf

For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.

New Approaches to Data Analytics and Internet of Things Through Digital Twin

Karthikeyan, P.,Katina, Polinpapilinho F.,Anandaraj, S.P.
New Approaches to Data Analytics and Internet of Things Through Digital Twin Book PDF

Author : Karthikeyan, P.,Katina, Polinpapilinho F.,Anandaraj, S.P.
Publisher : IGI Global
Page : 326 pages
File Size : 42,6 Mb
Release : 2022-09-30
Category : Computers
ISBN : 9781668457245

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New Approaches to Data Analytics and Internet of Things Through Digital Twin by Karthikeyan, P.,Katina, Polinpapilinho F.,Anandaraj, S.P. Pdf

Even though many data analytics tools have been developed in the past years, their usage in the field of cyber twin warrants new approaches that consider various aspects including unified data representation, zero-day attack detection, data sharing across threat detection systems, real-time analysis, sampling, dimensionality reduction, resource-constrained data processing, and time series analysis for anomaly detection. Further study is required to fully understand the opportunities, benefits, and difficulties of data analytics and the internet of things in today’s modern world. New Approaches to Data Analytics and Internet of Things Through Digital Twin considers how data analytics and the internet of things can be used successfully within the field of digital twin as well as the potential future directions of these technologies. Covering key topics such as edge networks, deep learning, intelligent data analytics, and knowledge discovery, this reference work is ideal for computer scientists, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics

Haruna Chiroma,Shafi’i M. Abdulhamid,Philippe Fournier-Viger,Nuno M. Garcia
Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics Book PDF

Author : Haruna Chiroma,Shafi’i M. Abdulhamid,Philippe Fournier-Viger,Nuno M. Garcia
Publisher : Springer Nature
Page : 316 pages
File Size : 50,8 Mb
Release : 2021-04-01
Category : Technology & Engineering
ISBN : 9783030662882

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Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics by Haruna Chiroma,Shafi’i M. Abdulhamid,Philippe Fournier-Viger,Nuno M. Garcia Pdf

This book addresses theories and empirical procedures for the application of machine learning and data mining to solve problems in cyber dynamics. It explains the fundamentals of cyber dynamics, and presents how these resilient algorithms, strategies, techniques can be used for the development of the cyberspace environment such as: cloud computing services; cyber security; data analytics; and, disruptive technologies like blockchain. The book presents new machine learning and data mining approaches in solving problems in cyber dynamics. Basic concepts, related work reviews, illustrations, empirical results and tables are integrated in each chapter to enable the reader to fully understand the concepts, methodology, and the results presented. The book contains empirical solutions of problems in cyber dynamics ready for industrial applications. The book will be an excellent starting point for postgraduate students and researchers because each chapter is design to have future research directions.