Computational Intelligence For Modern Business Systems

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Computational Intelligence for Modern Business Systems

Author : Sandeep Kautish
Publisher : Springer Nature
ISBN 13 : 9819953545
Total Pages : 523 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Computational Intelligence for Modern Business Systems by : Sandeep Kautish

Download or read book Computational Intelligence for Modern Business Systems written by Sandeep Kautish and published by Springer Nature. This book was released on 2023-12-05 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the applications of computational intelligence techniques in business systems and advocates how these techniques are useful in modern business operations. The book redefines the computational intelligence foundations, the three pillars - neural networks, evolutionary computation, and fuzzy systems. It also discusses emerging areas such as swarm intelligence, artificial immune systems (AIS), support vector machines, rough sets, and chaotic systems. The other areas have also been demystified in the book to strengthen the range of computational intelligence techniques such as expert systems, knowledge-based systems, and genetic algorithms. Therefore, this book will redefine the role of computational intelligence techniques in modern business system operations such as marketing, finance & accounts, operations, personnel management, supply chain management, and logistics. Besides, this book guides the readers through using them to model, discover, and interpret new patterns that cannot be found through statistical methods alone in various business system operations. This book reveals how computational intelligence can inform the design and integration of services, architecture, brand identity, and product portfolio across the entire enterprise. The book will provide insights into research gaps, open challenges, and unsolved computational intelligence problems. The book will act as a premier reference and instant material for all the users who are contributing/practicing the adaptation of computational intelligence modern techniques in business systems.

Computational Intelligence for Business Analytics

Author : Witold Pedrycz
Publisher : Springer Nature
ISBN 13 : 3030738191
Total Pages : 417 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Computational Intelligence for Business Analytics by : Witold Pedrycz

Download or read book Computational Intelligence for Business Analytics written by Witold Pedrycz and published by Springer Nature. This book was released on 2021-10-26 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corporate success has been changed by the importance of new developments in Business Analytics (BA) and furthermore by the support of computational intelligence- based techniques. This book opens a new avenues in these subjects, identifies key developments and opportunities. The book will be of interest for students, researchers and professionals to identify innovative ways delivered by Business Analytics based on computational intelligence solutions. They help elicit information, handle knowledge and support decision-making for more informed and reliable decisions even under high uncertainty environments.Computational Intelligence for Business Analytics has collected the latest technological innovations in the field of BA to improve business models related to Group Decision-Making, Forecasting, Risk Management, Knowledge Discovery, Data Breach Detection, Social Well-Being, among other key topics related to this field.

Computational Intelligence in Business Analytics

Author : Les Sztandera
Publisher : Pearson Education
ISBN 13 : 013355208X
Total Pages : 155 pages
Book Rating : 4.1/5 (335 download)

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Book Synopsis Computational Intelligence in Business Analytics by : Les Sztandera

Download or read book Computational Intelligence in Business Analytics written by Les Sztandera and published by Pearson Education. This book was released on 2014 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using computational intelligence methods, you can drive far more value from business analytics, and account far more effectively for the real-world uncertainties and complexities you face in making key decisions. Whether you're a professional or a student, this up-to-date, accessible reference will teach you the computational intelligence concepts and methods you need to fully leverage these powerful techniques. Drawing on his pioneering experience as an instructor and researcher, Dr. Les Sztandera thoroughly illuminates today's key computational intelligence tools, knowledge, and strategies for analysis, exploration, and knowledge generation. Sztandera demystifies artificial neural networks, genetic algorithms, and fuzzy systems, and guides you through using them to model, discover, and interpret new patterns that can't be found through statistical methods alone. To demonstrate these techniques at work, Computational Intelligence in Business Analytics is packed with relevant case studies and examples, including: Customer segmentation for direct marketing Customer profiling for relationship management Efficient mailing campaigns Customer retention Identification of cross-selling opportunities Credit score analysis Detection of fraudulent behavior and transactions Hedge fund strategies Szandera shows how computational intelligence can inform the design and integration of services, architecture, brand identity, and product portfolio across the entire enterprise. He also shows how to complement computational intelligence with visualization, explorative interfaces and advanced reporting, thereby empowering business users and enterprise stakeholders to take full advantage of it.

Illustrated Computational Intelligence

Author : Priti Srinivas Sajja
Publisher : Springer Nature
ISBN 13 : 9811595895
Total Pages : 225 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Illustrated Computational Intelligence by : Priti Srinivas Sajja

Download or read book Illustrated Computational Intelligence written by Priti Srinivas Sajja and published by Springer Nature. This book was released on 2020-11-16 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non–AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.

Business Applications and Computational Intelligence

Author : Kevin E. Voges
Publisher : IGI Global
ISBN 13 : 1591407044
Total Pages : 481 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Business Applications and Computational Intelligence by : Kevin E. Voges

Download or read book Business Applications and Computational Intelligence written by Kevin E. Voges and published by IGI Global. This book was released on 2006-01-01 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book deals with the computational intelligence field, particularly business applications adopting computational intelligence techniques"--Provided by publisher.

Advances in Computational Intelligence Systems

Author : Thomas Jansen
Publisher : Springer Nature
ISBN 13 : 3030870944
Total Pages : 579 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advances in Computational Intelligence Systems by : Thomas Jansen

Download or read book Advances in Computational Intelligence Systems written by Thomas Jansen and published by Springer Nature. This book was released on 2021-11-17 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the papers presented at the 20th UK Workshop on Computational Intelligence (UKCI 2021), held virtually by Aberystwyth University, 8–10th September 2021. This marks the 20th anniversary of UKCI; a testament to the increasing role and importance of Computational Intelligence (CI) and the continuing interest in its development. UKCI provides a forum for the academic community and industry to share ideas and experience in this field. EDMA 2021, the 4th International Engineering Data- and Model-Driven Applications workshop, is also incorporated and held in conjunction with UKCI 2021. Paper submissions were invited in the areas of fuzzy systems, neural networks, evolutionary computation, machine learning, data mining, cognitive computing, intelligent robotics, hybrid methods, deep learning and applications of CI.

The Leading Practice of Decision Making in Modern Business Systems

Author : Elena G. Popkova
Publisher : Emerald Group Publishing
ISBN 13 : 1838674756
Total Pages : 208 pages
Book Rating : 4.8/5 (386 download)

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Book Synopsis The Leading Practice of Decision Making in Modern Business Systems by : Elena G. Popkova

Download or read book The Leading Practice of Decision Making in Modern Business Systems written by Elena G. Popkova and published by Emerald Group Publishing. This book was released on 2019-12-02 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concentrating on the Russian model, this book reflects the leading practical experience of decision making in modern business systems and presents innovative technologies and perspectives to optimize this process.

Decision Support for Product Development

Author : Marcin Relich
Publisher : Springer Nature
ISBN 13 : 303043897X
Total Pages : 124 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Decision Support for Product Development by : Marcin Relich

Download or read book Decision Support for Product Development written by Marcin Relich and published by Springer Nature. This book was released on 2020-11-22 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development. These approaches, including artificial neural networks and constraint satisfaction solutions, enable a more precise prediction of product development performance compared to widely used multiple regression models. They support decision-makers by providing more reliable information regarding, for example, project portfolio selection and project scheduling. The book is appropriate for computer scientists, management scientists, students and practitioners engaged with product innovation and computational intelligence applications.

Modern Artificial Intelligence and Data Science

Author : Abdellah Idrissi
Publisher : Springer Nature
ISBN 13 : 3031333098
Total Pages : 321 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Modern Artificial Intelligence and Data Science by : Abdellah Idrissi

Download or read book Modern Artificial Intelligence and Data Science written by Abdellah Idrissi and published by Springer Nature. This book was released on 2023-08-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find here the fruit of many research ideas covering a wide range of application areas that can be explored for the advancement of their research or the development of their business. These ideas present new techniques and trends projected in various areas of daily life. Through its proposals of new ideas, this Book serves as a real guide both for experienced readers and for beginners in these specialized fields. It also covers several applications that explain how they can support some societal challenges such as education, health, agriculture, clean energy, business, environment, security and many more. This Book is therefore intended for Designers, Developers, Decision-Makers, Consultants, Engineers, and of course Master's/Doctoral Students, Researchers and Academics.

Applications of Artificial Intelligence in Business and Finance

Author : Vikas Garg
Publisher : CRC Press
ISBN 13 : 1000290417
Total Pages : 272 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Applications of Artificial Intelligence in Business and Finance by : Vikas Garg

Download or read book Applications of Artificial Intelligence in Business and Finance written by Vikas Garg and published by CRC Press. This book was released on 2021-12-23 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: As transactions and other business functions move online and grow more popular every year, the finance and banking industries face increasingly complex data management and identity theft and fraud issues. AI can bring many financial and business functions to the next level, as systems using deep learning technologies are able to analyze patterns and spot suspicious behavior and potential fraud. In this volume, the focus is on the application of artificial intelligence in finance, business, and related areas. The book presents a selection of chapters presenting cutting-edge research on current business practices in finance and management. Topics cover the use of AI in e-commerce systems, financial services, fraud prevention, identifying loan-eligible customers, online business, Facebook social commerce, insurance industry, online marketing, and more.

Hybrid Computational Intelligence

Author : Siddhartha Bhattacharyya
Publisher : Academic Press
ISBN 13 : 012818700X
Total Pages : 250 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Hybrid Computational Intelligence by : Siddhartha Bhattacharyya

Download or read book Hybrid Computational Intelligence written by Siddhartha Bhattacharyya and published by Academic Press. This book was released on 2020-03-05 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a wide range of applications and implementation issues, from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book also explores the most widely used applications of hybrid computation as well as the history of their development. Each individual methodology provides hybrid systems with complementary reasoning and searching methods which allow the use of domain knowledge and empirical data to solve complex problems. Provides insights into the latest research trends in hybrid intelligent algorithms and architectures Focuses on the application of hybrid intelligent techniques for pattern mining and recognition, in big data analytics, and in human-computer interaction Features hybrid intelligent applications in biomedical engineering and healthcare informatics

Intelligent Systems

Author : Crina Grosan
Publisher : Springer Science & Business Media
ISBN 13 : 364221004X
Total Pages : 450 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Systems by : Crina Grosan

Download or read book Intelligent Systems written by Crina Grosan and published by Springer Science & Business Media. This book was released on 2011-07-29 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

Adaptive Business Intelligence

Author : Zbigniew Michalewicz
Publisher : Springer Science & Business Media
ISBN 13 : 3540329293
Total Pages : 249 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Adaptive Business Intelligence by : Zbigniew Michalewicz

Download or read book Adaptive Business Intelligence written by Zbigniew Michalewicz and published by Springer Science & Business Media. This book was released on 2006-12-02 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.

Computational Intelligence in Design and Manufacturing

Author : Andrew Kusiak
Publisher : John Wiley & Sons
ISBN 13 : 9780471348795
Total Pages : 562 pages
Book Rating : 4.3/5 (487 download)

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Book Synopsis Computational Intelligence in Design and Manufacturing by : Andrew Kusiak

Download or read book Computational Intelligence in Design and Manufacturing written by Andrew Kusiak and published by John Wiley & Sons. This book was released on 2000-05-22 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Von der Produktidee über den Prototyp und die Modellsimulation bis zur Analyse: Dieser Band hilft Entwicklern und Designern beim Verständnis aller Abläufe im Zuge des Designs neuer Produkte, Prozesse und Systeme. Eine Fülle von Beispielen industrieller Anwendungen, realer Probleme und zugehöriger Lösungen hilft beim Vertiefen und Umsetzen des Stoffes. (05/00)

Computational Intelligence and Data Sciences

Author : Ayodeji Olalekan Salau
Publisher : CRC Press
ISBN 13 : 1000541754
Total Pages : 272 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Computational Intelligence and Data Sciences by : Ayodeji Olalekan Salau

Download or read book Computational Intelligence and Data Sciences written by Ayodeji Olalekan Salau and published by CRC Press. This book was released on 2022-03-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents futuristic trends in computational intelligence including algorithms as applicable to different application domains in health informatics covering bio-medical, bioinformatics, and biological sciences. Latest evolutionary approaches to solve optimization problems under biomedical engineering field are discussed. It provides conceptual framework with a focus on application of computational intelligence techniques in the domain of biomedical engineering and health informatics including real-time issues.

Computational Intelligence in Sports

Author : Iztok Fister
Publisher : Springer
ISBN 13 : 3030034909
Total Pages : 277 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Computational Intelligence in Sports by : Iztok Fister

Download or read book Computational Intelligence in Sports written by Iztok Fister and published by Springer. This book was released on 2018-12-17 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent research on computational intelligence (CI) algorithms in the field of sport. In the modern age, information technologies have greatly reduced the need for human effort in the carrying out of many daily tasks. These technologies have radically influenced the lives of humans, and the information society in general. Unfortunately, these advances have brought with them certain negative effects, including the encouragement of sedentary lifestyles and the attendant health problems such as obesity that these engender. Other modern maladies, chiefly cardiovascular disease, diabetes, and cancer, have also been on the increase. Today, sports are virtually the only activity that still connects modern humans to their original lifestyle, which was based on physical motion. This book tears familiarizing sports scientists with the foundations of computational intelligence, while at the same time presenting the problems that have arisen in the training domain to computer scientists. Lastly, the book proposes the use of an Artificial Sports Trainer designed to enhance the training of modern athletes who cannot afford the considerable expense of hiring a human personal trainer. This intelligent system can monitor performance and design and direct appropriate future training, thus promoting both healthy lifestyles and competitive success in athletes.

AI and Emotional Intelligence for Modern Business Management

Author : Bhardwaj, Bhawana
Publisher : IGI Global
ISBN 13 :
Total Pages : 437 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis AI and Emotional Intelligence for Modern Business Management by : Bhardwaj, Bhawana

Download or read book AI and Emotional Intelligence for Modern Business Management written by Bhardwaj, Bhawana and published by IGI Global. This book was released on 2023-10-16 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ever-evolving field of management in today's corporate world is marked by constant disruptions and turbulence. The emergence of Artificial Intelligence (AI) and Emotional Intelligence (EI) presents opportunities for automation, optimization, and effective leadership, but it also raises concerns about job displacement and the need to bridge the gap between these two domains. AI and Emotional Intelligence for Modern Business Management: Bridging the Gap and Nurturing Success offers solutions to closing the knowledge gap. This book provides comprehensive insights and practical strategies to academic scholars, researchers, practitioners, educators, and students. Targeting a diverse audience, this book serves as a solution-oriented resource for navigating the complexities of AI and EI in business management. By addressing both AI and EI, the book equips readers with the necessary tools to integrate these domains seamlessly into modern business management practices, stimulating informed discussions, inspiring innovative approaches, and fostering a deeper understanding of the opportunities and challenges posed by these emerging fields.