Computational Intelligence For Modern Business Systems
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Computational Intelligence For Modern Business Systems
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Author : Sandeep Kautish
language : en
Publisher: Springer Nature
Release Date : 2023-11-03
Computational Intelligence For Modern Business Systems written by Sandeep Kautish and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-03 with Technology & Engineering categories.
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.
Multidisciplinary Computational Intelligence Techniques Applications In Business Engineering And Medicine
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Author : Ali, Shawkat
language : en
Publisher: IGI Global
Release Date : 2012-06-30
Multidisciplinary Computational Intelligence Techniques Applications In Business Engineering And Medicine written by Ali, Shawkat and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-30 with Computers categories.
"This book explores the complex world of computational intelligence, which utilizes computational methodologies such as fuzzy logic systems, neural networks, and evolutionary computation for the purpose of managing and using data effectively to address complicated real-world problems"--
The Leading Practice Of Decision Making In Modern Business Systems
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Author : Elena G. Popkova
language : en
Publisher: Emerald Group Publishing
Release Date : 2019-12-02
The Leading Practice Of Decision Making In Modern Business Systems written by Elena G. Popkova and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-02 with Business & Economics categories.
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.
Trends In Business Process Modeling And Digital Marketing Case Studies And Emerging Technologies
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Author : Arshi Naim
language : en
Publisher: Bentham Science Publishers
Release Date : 2024-12-10
Trends In Business Process Modeling And Digital Marketing Case Studies And Emerging Technologies written by Arshi Naim and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-10 with Business & Economics categories.
Trends in Business Process Modeling and Digital Marketing: Case Studies and Emerging Technologies explores how cutting-edge technologies transform business processes and digital marketing strategies across industries. The book highlights practical applications of AI, VR, and data analytics through case studies in sectors like feminine hygiene, fintech, travel, and retail. It emphasizes the importance of customer-centric approaches and data-driven decision-making, providing actionable frameworks for personalization, audience targeting, and operational efficiency. Ideal for professionals, entrepreneurs, and researchers, this resource bridges theory and practice, offering insights into how emerging digital tools can drive growth and optimize workflows in a rapidly evolving marketplace. Key Features: - Real-world examples from diverse industries illustrate how digital marketing and process innovations are applied effectively. - Practical insights on leveraging AI, VR, AR, and the metaverse for marketing, customer engagement, and efficiency. - Scenario-based frameworks offering solutions for targeting, segmentation, and strategic decision-making. - Sector-focused tourism, retail, and finance insights addressing unique challenges and technological applications.
Intelligent Systems
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Author : Crina Grosan
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-07-29
Intelligent Systems written by Crina Grosan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-29 with Computers categories.
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.
Applications Of Artificial Intelligence In Business And Finance 5 0
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Author : Richa Goel
language : en
Publisher: CRC Press
Release Date : 2024-12-06
Applications Of Artificial Intelligence In Business And Finance 5 0 written by Richa Goel and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Computers categories.
This new book provides a valuable overview of how artificial intelligence (AI) applications are transforming global businesses and financial organizations, looking at the newest artificial intelligence-based solutions for e-commerce, corporate management, finance, banking and trading, and more. Chapters look at using AI and machine learning techniques to forecast and assess financial risks such as liquidity risk, volatility risk, and credit risk. The book also describes the use of natural language processing and text mining paired with machine learning models to assist in guiding sophisticated investors and corporate managers in financial decision making. Other topics include cryptocurrency in emerging markets; the role of artificial intelligence in making a positive impact on sustainable development; the use of fintech for micro, small and medium enterprises; the role of AI i financial education; the application of artificial intelligence in cyber security; and more.
Data Analytics And Ai For Quantitative Risk Assessment And Financial Computation
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Author : Galety, Mohammad Gouse
language : en
Publisher: IGI Global
Release Date : 2024-11-29
Data Analytics And Ai For Quantitative Risk Assessment And Financial Computation written by Galety, Mohammad Gouse and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Business & Economics categories.
In today's fast-paced financial landscape, professionals face an uphill battle in effectively integrating data analytics and artificial intelligence (AI) into quantitative risk assessment and financial computation. The constantly increasing volume, velocity, and variety of data generated by digital transactions, market exchanges, and social media platforms offer unparalleled financial analysis and decision-making opportunities. However, professionals need sophisticated AI technologies and data analytics methodologies to harness this data for predictive modeling, risk assessment, and algorithmic trading. Navigating this complex terrain can be daunting, and a comprehensive guide that bridges theory and practice is necessary. Data Analytics and AI for Quantitative Risk Assessment and Financial Computation is an all-encompassing reference for finance professionals, risk managers, data scientists, and students seeking to leverage the transformative power of AI and data analytics in finance. The book encapsulates this integration's theoretical underpinnings, practical applications, challenges, and future directions, empowering readers to enhance their analytical capabilities, make informed decisions, and stay ahead in the competitive financial landscape.
Computational Management
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Author : Srikanta Patnaik
language : en
Publisher: Springer Nature
Release Date : 2021-05-29
Computational Management written by Srikanta Patnaik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-29 with Technology & Engineering categories.
This book offers a timely review of cutting-edge applications of computational intelligence to business management and financial analysis. It covers a wide range of intelligent and optimization techniques, reporting in detail on their application to real-world problems relating to portfolio management and demand forecasting, decision making, knowledge acquisition, and supply chain scheduling and management.
Modeling Simulation And Control Of Ai Robotics And Autonomous Systems
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Author : Choudhury, Tanupriya
language : en
Publisher: IGI Global
Release Date : 2024-05-23
Modeling Simulation And Control Of Ai Robotics And Autonomous Systems written by Choudhury, Tanupriya and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-23 with Computers categories.
The chasm between the physical capabilities of Intelligent Robotics and Autonomous Systems (IRAS) and their cognitive potential presents a formidable challenge. While these machines exhibit astonishing strength, precision, and speed, their intelligence and adaptability lag far behind. This inherent limitation obstructs the realization of autonomous systems that could reshape industries, from self-driving vehicles to industrial automation. The solution to this dilemma is unveiled within the pages of Modeling, Simulation, and Control of AI Robotics and Autonomous Systems. Find within the pages of this book answers for the cognitive deficit within IRAS. While these systems boast remarkable physical capabilities, their potential for intelligent decision-making and adaptation remains stunted, thereby bringing innovation to a halt. Solving this issue would mean the re-acceleration of multiple industries that could utilize automation to prevent humans from needing to do work that is dangerous, and could revolutionize transportation, and more.
Information Systems Reengineering For Modern Business Systems Erp Supply Chain And E Commerce Management Solutions
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Author : Valverde, Raul
language : en
Publisher: IGI Global
Release Date : 2012-02-29
Information Systems Reengineering For Modern Business Systems Erp Supply Chain And E Commerce Management Solutions written by Valverde, Raul and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-29 with Business & Economics categories.
Businesses must constantly adapt to a dynamically changing environment that requires choosing an adaptive and dynamic information architecture that has the flexibility to support both changes in the business environment and changes in technology. In general, information systems reengineering has the objective of extracting the contents, data structures, and flow of data and process contained within existing legacy systems in order to reconstitute them into a new form for subsequent implementation. Information Systems Reengineering for Modern Business Systems: ERP, Supply Chain and E-Commerce Management Solutions covers different techniques that could be used in industry in order to reengineer business processes and legacy systems into more flexible systems capable of supporting modern trends such as Enterprise Resource Planning (ERP), supply chain management systems and e-commerce. This reference book also covers other issues related to the reengineering of legacy systems, which include risk management and obsolescence management of requirements.