Learning Automata Approach For Social Networks

Learning Automata Approach For Social Networks Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Learning Automata Approach For Social Networks book. This book definitely worth reading, it is an incredibly well-written.

Learning Automata Approach for Social Networks

Alireza Rezvanian,Behnaz Moradabadi,Mina Ghavipour,Mohammad Mehdi Daliri Khomami,Mohammad Reza Meybodi
Learning Automata Approach for Social Networks Book PDF

Author : Alireza Rezvanian,Behnaz Moradabadi,Mina Ghavipour,Mohammad Mehdi Daliri Khomami,Mohammad Reza Meybodi
Publisher : Springer
Page : 329 pages
File Size : 49,7 Mb
Release : 2019-01-22
Category : Technology & Engineering
ISBN : 9783030107673

Get Book

Learning Automata Approach for Social Networks by Alireza Rezvanian,Behnaz Moradabadi,Mina Ghavipour,Mohammad Mehdi Daliri Khomami,Mohammad Reza Meybodi Pdf

This book begins by briefly explaining learning automata (LA) models and a recently developed cellular learning automaton (CLA) named wavefront CLA. Analyzing social networks is increasingly important, so as to identify behavioral patterns in interactions among individuals and in the networks’ evolution, and to develop the algorithms required for meaningful analysis. As an emerging artificial intelligence research area, learning automata (LA) has already had a significant impact in many areas of social networks. Here, the research areas related to learning and social networks are addressed from bibliometric and network analysis perspectives. In turn, the second part of the book highlights a range of LA-based applications addressing social network problems, from network sampling, community detection, link prediction, and trust management, to recommender systems and finally influence maximization. Given its scope, the book offers a valuable guide for all researchers whose work involves reinforcement learning, social networks and/or artificial intelligence.

Cellular Learning Automata: Theory and Applications

Reza Vafashoar,Hossein Morshedlou,Alireza Rezvanian,Mohammad Reza Meybodi
Cellular Learning Automata Theory and Applications Book PDF

Author : Reza Vafashoar,Hossein Morshedlou,Alireza Rezvanian,Mohammad Reza Meybodi
Publisher : Springer Nature
Page : 377 pages
File Size : 43,5 Mb
Release : 2020-07-24
Category : Technology & Engineering
ISBN : 9783030531416

Get Book

Cellular Learning Automata: Theory and Applications by Reza Vafashoar,Hossein Morshedlou,Alireza Rezvanian,Mohammad Reza Meybodi Pdf

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 complex problems and to model, learn, or simulate complicated patterns of behavior. Owing to CLA’s parallel and learning abilities, it has proven to be quite effective in uncertain, time-varying, decentralized, and distributed environments. The book begins with a brief introduction to various CLA models, before focusing on recently developed CLA variants. In turn, the research areas related to CLA are addressed as bibliometric network analysis perspectives. The next part of the book presents CLA-based solutions to several computer science problems in e.g. static optimization, dynamic optimization, wireless networks, mesh networks, and cloud computing. Given its scope, the book is well suited for all researchers in the fields of artificial intelligence and reinforcement learning.

Advances in Learning Automata and Intelligent Optimization

Javidan Kazemi Kordestani,Mehdi Razapoor Mirsaleh,Alireza Rezvanian,Mohammad Reza Meybodi
Advances in Learning Automata and Intelligent Optimization Book PDF

Author : Javidan Kazemi Kordestani,Mehdi Razapoor Mirsaleh,Alireza Rezvanian,Mohammad Reza Meybodi
Publisher : Springer Nature
Page : 340 pages
File Size : 46,7 Mb
Release : 2021-06-23
Category : Technology & Engineering
ISBN : 9783030762919

Get Book

Advances in Learning Automata and Intelligent Optimization by Javidan Kazemi Kordestani,Mehdi Razapoor Mirsaleh,Alireza Rezvanian,Mohammad Reza Meybodi Pdf

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 as a promising reinforcement learning technique in artificial intelligence makes it necessary to provide scholars, scientists, and engineers with a practical discussion on LA solutions for optimization. The book starts with a brief introduction to LA models for optimization. Afterward, the research areas related to LA and optimization are addressed as bibliometric network analysis. Then, LA's application in behavior control in evolutionary computation, and memetic models of object migration automata and cellular learning automata for solving NP hard problems are considered. Next, an overview of multi-population methods for DOPs, LA's application in dynamic optimization problems (DOPs), and the function evaluation management in evolutionary multi-population for DOPs are discussed. Highlighted benefits • Presents the latest advances in learning automata-based optimization approaches. • Addresses the memetic models of learning automata for solving NP-hard problems. • Discusses the application of learning automata for behavior control in evolutionary computation in detail. • Gives the fundamental principles and analyses of the different concepts associated with multi-population methods for dynamic optimization problems.

Intelligent Random Walk: An Approach Based on Learning Automata

Ali Mohammad Saghiri,M. Daliri Khomami,Mohammad Reza Meybodi
Intelligent Random Walk An Approach Based on Learning Automata Book PDF

Author : Ali Mohammad Saghiri,M. Daliri Khomami,Mohammad Reza Meybodi
Publisher : Springer
Page : 55 pages
File Size : 42,6 Mb
Release : 2019-01-02
Category : Technology & Engineering
ISBN : 9783030108830

Get Book

Intelligent Random Walk: An Approach Based on Learning Automata by Ali Mohammad Saghiri,M. Daliri Khomami,Mohammad Reza Meybodi Pdf

This book examines the intelligent random walk algorithms based on learning automata: these versions of random walk algorithms gradually obtain required information from the nature of the application to improve their efficiency. The book also describes the corresponding applications of this type of random walk algorithm, particularly as an efficient prediction model for large-scale networks such as peer-to-peer and social networks. The book opens new horizons for designing prediction models and problem-solving methods based on intelligent random walk algorithms, which are used for modeling and simulation in various types of networks, including computer, social and biological networks, and which may be employed a wide range of real-world applications.

Recent Advances in Learning Automata

Alireza Rezvanian,Ali Mohammad Saghiri,Seyed Mehdi Vahidipour,Mehdi Esnaashari,Mohammad Reza Meybodi
Recent Advances in Learning Automata Book PDF

Author : Alireza Rezvanian,Ali Mohammad Saghiri,Seyed Mehdi Vahidipour,Mehdi Esnaashari,Mohammad Reza Meybodi
Publisher : Springer
Page : 458 pages
File Size : 50,8 Mb
Release : 2018-01-17
Category : Technology & Engineering
ISBN : 9783319724287

Get Book

Recent Advances in Learning Automata by Alireza Rezvanian,Ali Mohammad Saghiri,Seyed Mehdi Vahidipour,Mehdi Esnaashari,Mohammad Reza Meybodi Pdf

This book collects recent theoretical advances and concrete applications of learning automata (LAs) in various areas of computer science, presenting a broad treatment of the computer science field in a survey style. Learning automata (LAs) have proven to be effective decision-making agents, especially within unknown stochastic environments. The book starts with a brief explanation of LAs and their baseline variations. It subsequently introduces readers to a number of recently developed, complex structures used to supplement LAs, and describes their steady-state behaviors. These complex structures have been developed because, by design, LAs are simple units used to perform simple tasks; their full potential can only be tapped when several interconnected LAs cooperate to produce a group synergy. In turn, the next part of the book highlights a range of LA-based applications in diverse computer science domains, from wireless sensor networks, to peer-to-peer networks, to complex social networks, and finally to Petri nets. The book accompanies the reader on a comprehensive journey, starting from basic concepts, continuing to recent theoretical findings, and ending in the applications of LAs in problems from numerous research domains. As such, the book offers a valuable resource for all computer engineers, scientists, and students, especially those whose work involves the reinforcement learning and artificial intelligence domains.

Computational Vision and Bio-Inspired Computing

S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas
Computational Vision and Bio Inspired Computing Book PDF

Author : S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas
Publisher : Springer Nature
Page : 877 pages
File Size : 46,9 Mb
Release : 2022-03-30
Category : Technology & Engineering
ISBN : 9789811695735

Get Book

Computational Vision and Bio-Inspired Computing by S. Smys,João Manuel R. S. Tavares,Valentina Emilia Balas Pdf

This book includes selected papers from the 5th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2021), held in Coimbatore, India, during November 25–26, 2021. This book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. It also contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

Sustainable Development and Innovations in Marine Technologies

Selma Ergin,C. Guedes Soares
Sustainable Development and Innovations in Marine Technologies Book PDF

Author : Selma Ergin,C. Guedes Soares
Publisher : CRC Press
Page : 938 pages
File Size : 44,5 Mb
Release : 2022-09-13
Category : Technology & Engineering
ISBN : 9781000832723

Get Book

Sustainable Development and Innovations in Marine Technologies by Selma Ergin,C. Guedes Soares Pdf

Sustainable Development and Innovations in Marine Technologies includes the papers presented at the 19th International Congress of the International Association of the Mediterranean (IMAM 2022, Istanbul, Turkey, 26-29 September 2022), one of the major conferences in maritime industry. The Congress has a history of more than forty years since the first Congress was held in Istanbul in 1978. IMAM 2022 is the fourth congress hosted by Istanbul in its history. The IMAM congresses concentrate their activities in the thematic areas of Ship Building and Repair; Maritime Transportation and Logistics; Hydrodynamics, Marine Structures; Machinery and Control, Design and Materials; Marine Environment; Safety of Marine Systems; Decarbonisation and Digitalization; Off-shore and Coastal Development; Noise and Vibration; Defense and Security; Off-shore Renewable Energy. Sustainable Development and Innovations in Marine Technologies is essential reading for academics, engineers and all professionals involved in sustainable and innovative marine technologies.

Soft Computing: Theories and Applications

Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi
Soft Computing Theories and Applications Book PDF

Author : Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi
Publisher : Springer Nature
Page : 734 pages
File Size : 42,5 Mb
Release : 2021-07-30
Category : Technology & Engineering
ISBN : 9789811617409

Get Book

Soft Computing: Theories and Applications by Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi Pdf

This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2020), organized online. The book is divided into two volumes and offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.

Artificial Intelligence for Cognitive Modeling

Pijush Dutta,Souvik Pal,Asok Kumar,Korhan Cengiz
Artificial Intelligence for Cognitive Modeling Book PDF

Author : Pijush Dutta,Souvik Pal,Asok Kumar,Korhan Cengiz
Publisher : CRC Press
Page : 451 pages
File Size : 51,6 Mb
Release : 2023-04-19
Category : Computers
ISBN : 9781000864243

Get Book

Artificial Intelligence for Cognitive Modeling by Pijush Dutta,Souvik Pal,Asok Kumar,Korhan Cengiz Pdf

This book is written in a clear and thorough way to cover both the traditional and modern uses of artificial intelligence and soft computing. It gives an in-depth look at mathematical models, algorithms, and real-world problems that are hard to solve in MATLAB. The book is intended to provide a broad and in-depth understanding of fuzzy logic controllers, genetic algorithms, neural networks, and hybrid techniques such as ANFIS and the GA-ANN model. Features: A detailed description of basic intelligent techniques (fuzzy logic, genetic algorithm and neural network using MATLAB) A detailed description of the hybrid intelligent technique called the adaptive fuzzy inference technique (ANFIS) Formulation of the nonlinear model like analysis of ANOVA and response surface methodology Variety of solved problems on ANOVA and RSM Case studies of above mentioned intelligent techniques on the different process control systems This book can be used as a handbook and a guide for students of all engineering disciplines, operational research areas, computer applications, and for various professionals who work in the optimization area.

Advanced Information Networking and Applications

Leonard Barolli,Isaac Woungang,Tomoya Enokido
Advanced Information Networking and Applications Book PDF

Author : Leonard Barolli,Isaac Woungang,Tomoya Enokido
Publisher : Springer Nature
Page : 801 pages
File Size : 45,5 Mb
Release : 2021-04-23
Category : Computers
ISBN : 9783030751005

Get Book

Advanced Information Networking and Applications by Leonard Barolli,Isaac Woungang,Tomoya Enokido Pdf

​This book covers the theory, design and applications of computer networks, distributed computing and information systems. Networks of today are going through a rapid evolution, and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low-power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations is emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low-cost and high-volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications, different kinds of networks need to collaborate, and wired and next-generation wireless systems should be integrated in order to develop high-performance computing solutions to problems arising from the complexities of these networks. The aim of the book “Advanced Information Networking and Applications” is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications.

Machine Learning Techniques for Online Social Networks

Tansel Özyer,Reda Alhajj
Machine Learning Techniques for Online Social Networks Book PDF

Author : Tansel Özyer,Reda Alhajj
Publisher : Springer
Page : 236 pages
File Size : 42,9 Mb
Release : 2018-05-30
Category : Social Science
ISBN : 9783319899329

Get Book

Machine Learning Techniques for Online Social Networks by Tansel Özyer,Reda Alhajj Pdf

The book covers tools in the study of online social networks such as machine learning techniques, clustering, and deep learning. A variety of theoretical aspects, application domains, and case studies for analyzing social network data are covered. The aim is to provide new perspectives on utilizing machine learning and related scientific methods and techniques for social network analysis. Machine Learning Techniques for Online Social Networks will appeal to researchers and students in these fields.

Advances in Emerging Trends and Technologies

Miguel Botto-Tobar,Joffre León-Acurio,Angela Díaz Cadena,Práxedes Montiel Díaz
Advances in Emerging Trends and Technologies Book PDF

Author : Miguel Botto-Tobar,Joffre León-Acurio,Angela Díaz Cadena,Práxedes Montiel Díaz
Publisher : Springer Nature
Page : 557 pages
File Size : 53,5 Mb
Release : 2019-10-12
Category : Technology & Engineering
ISBN : 9783030320225

Get Book

Advances in Emerging Trends and Technologies by Miguel Botto-Tobar,Joffre León-Acurio,Angela Díaz Cadena,Práxedes Montiel Díaz Pdf

This book constitutes the proceedings of the 1st International Conference on Advances in Emerging Trends and Technologies (ICAETT 2019), held in Quito, Ecuador, on 29–31 May 2019, jointly organized by Universidad Tecnológica Israel, Universidad Técnica del Norte, and Instituto Tecnológico Superior Rumiñahui, and supported by SNOTRA. ICAETT 2019 brought together top researchers and practitioners working in different domains of computer science to share their expertise and to discuss future developments and potential collaborations. Presenting high-quality, peer-reviewed papers, the book discusses the following topics: Technology Trends Electronics Intelligent Systems Machine Vision Communication Security e-Learning e-Business e-Government and e-Participation

Mobile Wireless Middleware, Operating Systems and Applications

Wuyungerile Li,Dalai Tang
Mobile Wireless Middleware Operating Systems and Applications Book PDF

Author : Wuyungerile Li,Dalai Tang
Publisher : Springer Nature
Page : 230 pages
File Size : 46,5 Mb
Release : 2020-11-04
Category : Computers
ISBN : 9783030622053

Get Book

Mobile Wireless Middleware, Operating Systems and Applications by Wuyungerile Li,Dalai Tang Pdf

This book constitutes the refereed conference proceedings of the 9th International Conference on Mobile Wireless Middleware, Operating Systems and Applications, MOBILWARE 2020, held in Hohhot, China, in July 2020. Due to COVID-19 pandemic the conference was held virtually. The 21 revised full papers were reviewed and selected from 69 submissions and are organized in tracks on MobilWare; Big data, data mining and artificial intelligence workshop; Blockchain and internet of things workshop.

Artificial Intelligence XXXVI

Max Bramer,Miltos Petridis
Artificial Intelligence XXXVI Book PDF

Author : Max Bramer,Miltos Petridis
Publisher : Springer Nature
Page : 502 pages
File Size : 46,8 Mb
Release : 2019-12-09
Category : Computers
ISBN : 9783030348854

Get Book

Artificial Intelligence XXXVI by Max Bramer,Miltos Petridis Pdf

This book constitutes the proceedings of the 39th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2019, held in Cambridge, UK, in December 2019. The 29 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 49 submissions. The volume includes technical papers presenting new and innovative developments in the field as well as application papers presenting innovative applications of AI techniques in a number of subject domains. The papers are organized in the following topical sections: machine learning; knowledge discovery and data mining; agents, knowledge acquisition and ontologies; medical applications; applications of evolutionary algorithms; machine learning for time series data; applications of machine learning; and knowledge acquisition.

Hidden Link Prediction in Stochastic Social Networks

Pandey, Babita,Khamparia, Aditya
Hidden Link Prediction in Stochastic Social Networks Book PDF

Author : Pandey, Babita,Khamparia, Aditya
Publisher : IGI Global
Page : 281 pages
File Size : 42,7 Mb
Release : 2019-05-03
Category : Computers
ISBN : 9781522590972

Get Book

Hidden Link Prediction in Stochastic Social Networks by Pandey, Babita,Khamparia, Aditya Pdf

Link prediction is required to understand the evolutionary theory of computing for different social networks. However, the stochastic growth of the social network leads to various challenges in identifying hidden links, such as representation of graph, distinction between spurious and missing links, selection of link prediction techniques comprised of network features, and identification of network types. Hidden Link Prediction in Stochastic Social Networks concentrates on the foremost techniques of hidden link predictions in stochastic social networks including methods and approaches that involve similarity index techniques, matrix factorization, reinforcement, models, and graph representations and community detections. The book also includes miscellaneous methods of different modalities in deep learning, agent-driven AI techniques, and automata-driven systems and will improve the understanding and development of automated machine learning systems for supervised, unsupervised, and recommendation-driven learning systems. It is intended for use by data scientists, technology developers, professionals, students, and researchers.