Computational and Statistical Methods in Intelligent Systems

Computational and Statistical Methods in Intelligent Systems PDF Author: Radek Silhavy
Publisher: Springer
ISBN: 303000211X
Category : Technology & Engineering
Languages : en
Pages : 399

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Book Description
This book presents real-world problems and pioneering research in computational statistics, mathematical modeling, artificial intelligence and software engineering in the context of intelligent systems. It gathers the peer-reviewed proceedings of the 2nd Computational Methods in Systems and Software 2018 (CoMeSySo 2018), a conference that broke down traditional barriers by being held online. The goal of the event was to provide an international forum for discussing the latest high-quality research results.

Computational and Statistical Methods in Intelligent Systems

Computational and Statistical Methods in Intelligent Systems PDF Author: Radek Silhavy
Publisher: Springer
ISBN: 303000211X
Category : Technology & Engineering
Languages : en
Pages : 399

Get Book Here

Book Description
This book presents real-world problems and pioneering research in computational statistics, mathematical modeling, artificial intelligence and software engineering in the context of intelligent systems. It gathers the peer-reviewed proceedings of the 2nd Computational Methods in Systems and Software 2018 (CoMeSySo 2018), a conference that broke down traditional barriers by being held online. The goal of the event was to provide an international forum for discussing the latest high-quality research results.

Cybernetics, Cognition and Machine Learning Applications

Cybernetics, Cognition and Machine Learning Applications PDF Author: Vinit Kumar Gunjan
Publisher: Springer Nature
ISBN: 9813366915
Category : Technology & Engineering
Languages : en
Pages : 427

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Book Description
This book includes the original, peer reviewed research articles from the 2nd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2020), held in August, 2020 at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning applications, cyber physical systems and cybernetics.

Computational Statistical Methodologies and Modeling for Artificial Intelligence

Computational Statistical Methodologies and Modeling for Artificial Intelligence PDF Author: Priyanka Harjule
Publisher: CRC Press
ISBN: 1000831094
Category : Computers
Languages : en
Pages : 359

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Book Description
This book covers computational statistics-based approaches for Artificial Intelligence. The aim of this book is to provide comprehensive coverage of the fundamentals through the applications of the different kinds of mathematical modelling and statistical techniques and describing their applications in different Artificial Intelligence systems. The primary users of this book will include researchers, academicians, postgraduate students, and specialists in the areas of data science, mathematical modelling, and Artificial Intelligence. It will also serve as a valuable resource for many others in the fields of electrical, computer, and optical engineering. The key features of this book are: Presents development of several real-world problem applications and experimental research in the field of computational statistics and mathematical modelling for Artificial Intelligence Examines the evolution of fundamental research into industrialized research and the transformation of applied investigation into real-time applications Examines the applications involving analytical and statistical solutions, and provides foundational and advanced concepts for beginners and industry professionals Provides a dynamic perspective to the concept of computational statistics for analysis of data and applications in intelligent systems with an objective of ensuring sustainability issues for ease of different stakeholders in various fields Integrates recent methodologies and challenges by employing mathematical modeling and statistical techniques for Artificial Intelligence

Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches

Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches PDF Author: Jozefczyk, Jerzy
Publisher: IGI Global
ISBN: 1616928131
Category : Computers
Languages : en
Pages : 506

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Book Description
Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches presents selected new AI–based ideas and methods for analysis and decision making in intelligent information systems derived using systemic and cybernetic approaches. This book is useful for researchers, practitioners and students interested intelligent information retrieval and processing, machine learning and adaptation, knowledge discovery, applications of fuzzy based methods and neural networks.

Intelligent Systems: Concepts, Methodologies, Tools, and Applications

Intelligent Systems: Concepts, Methodologies, Tools, and Applications PDF Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1522556443
Category : Computers
Languages : en
Pages : 2390

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Book Description
Ongoing advancements in modern technology have led to significant developments in intelligent systems. With the numerous applications available, it becomes imperative to conduct research and make further progress in this field. Intelligent Systems: Concepts, Methodologies, Tools, and Applications contains a compendium of the latest academic material on the latest breakthroughs and recent progress in intelligent systems. Including innovative studies on information retrieval, artificial intelligence, and software engineering, this multi-volume book is an ideal source for researchers, professionals, academics, upper-level students, and practitioners interested in emerging perspectives in the field of intelligent systems.

Proceedings of the International Congress of Industrial Engineering (ICIE2019)

Proceedings of the International Congress of Industrial Engineering (ICIE2019) PDF Author: María Teresa Castañeda Galvis
Publisher: Springer Nature
ISBN: 3030493709
Category : Technology & Engineering
Languages : en
Pages : 192

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Book Description
This book features a selection of the best papers presented at the 11th International Conference on Industrial Engineering and Industrial Management (ICIE2019), held in Bucaramanga, Colombia, from 9 to 11 October 2019. It discusses topics in the following areas: sustainability and life-cycle analysis in the supply chain, logistics of emerging markets, risk in the value chain, public logistics policy and chain management of supply, as well as analysis, corporate social responsibility and social innovation in the supply chain.

Intelligent Systems in Cybernetics and Automation Theory

Intelligent Systems in Cybernetics and Automation Theory PDF Author: Radek Silhavy
Publisher: Springer
ISBN: 3319185039
Category : Technology & Engineering
Languages : en
Pages : 322

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Book Description
This volume is based on the research papers presented in the 4th Computer Science On-line Conference. The volume Intelligent Systems in Cybernetics and Automation Control Theory presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of cybernetics and automation control theory. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented. The Computer Science On-line Conference (CSOC2015) is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science. The addressed topics are the theoretical aspects and applications of Computer Science, Artificial Intelligences, Cybernetics, Automation Control Theory and Software Engineering.

Intelligent Systems and Interfaces

Intelligent Systems and Interfaces PDF Author: Horia-Nicolai Teodorescu
Publisher: Springer Science & Business Media
ISBN: 1461544017
Category : Mathematics
Languages : en
Pages : 475

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Book Description
This volume offers comprehensive coverage of intelligent systems, including fundamental aspects, software-, sensors-, and hardware-related issues. Moreover, the contributors to this volume provide, beyond a systematic overview of intelligent interfaces and systems, deep, practical knowledge in building and using intelligent systems in various applications. Special emphasis is placed on specific aspects and requirements in applications.

Intelligent Systems

Intelligent Systems PDF Author: Bogdan M. Wilamowski
Publisher: CRC Press
ISBN: 143980284X
Category : Technology & Engineering
Languages : en
Pages : 596

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Book Description
The Industrial Electronics Handbook, Second Edition combines traditional and newer, more specialized knowledge that will help industrial electronics engineers develop practical solutions for the design and implementation of high-power applications. Embracing the broad technological scope of the field, this collection explores fundamental areas, including analog and digital circuits, electronics, electromagnetic machines, signal processing, and industrial control and communications systems. It also facilitates the use of intelligent systems—such as neural networks, fuzzy systems, and evolutionary methods—in terms of a hierarchical structure that makes factory control and supervision more efficient by addressing the needs of all production components. Enhancing its value, this fully updated collection presents research and global trends as published in the IEEE Transactions on Industrial Electronics Journal, one of the largest and most respected publications in the field. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made substantial contributions to the solution of very complex problems. As a result, the field of computational intelligence has branched out in several directions. For instance, artificial neural networks can learn how to classify patterns, such as images or sequences of events, and effectively model complex nonlinear systems. Simple and easy to implement, fuzzy systems can be applied to successful modeling and system control. Illustrating how these and other tools help engineers model nonlinear system behavior, determine and evaluate system parameters, and ensure overall system control, Intelligent Systems: Addresses various aspects of neural networks and fuzzy systems Focuses on system optimization, covering new techniques such as evolutionary methods, swarm, and ant colony optimizations Discusses several applications that deal with methods of computational intelligence Other volumes in the set: Fundamentals of Industrial Electronics Power Electronics and Motor Drives Control and Mechatronics Industrial Communication Systems

Soft Computing and Intelligent Systems Design

Soft Computing and Intelligent Systems Design PDF Author: Fakhreddine O. Karray
Publisher: Addison Wesley Longman
ISBN:
Category : Computers
Languages : en
Pages : 592

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Book Description
Traditional artificial intelligence (AI) techniques are based around mathematical techniques of symbolic logic, with programming in languages such as Prolog and LISP invented in the 1960s. These are referred to as "crisp" techniques by the soft computing community. The new wave of AI methods seeks inspiration from the world of biology, and is being used to create numerous real-world intelligent systems with the aid of soft computing tools. These new methods are being increasingly taught at the upper end of the curriculum, sometimes as an adjunct to traditional AI courses, and sometimes as a replacement for them. Where a more radical approach is taken and the course is being taught at an introductory level, we have recently published Negnevitsky's book. Karray and Silva will be suitable for the majority of courses which will be found at an advanced level. Karray and de Silva cover the problem of control and intelligent systems design using soft-computing techniques in an integrated manner. They present both theory and applications, including industrial applications, and the book contains numerous worked examples, problems and case studies. Covering the state-of-the-art in soft-computing techniques, the book gives the reader sufficient knowledge to tackle a wide range of complex systems for which traditional techniques are inadequate.