Hybrid Information Systems
The book provides comprehensive and cognitive approach to building and deploying sophisticated information systems. The book utilizes non-linear optimization techniques, fuzzy logic, and rough sets to model various real-world use cases for the digital era. The hybrid information system modeling handles both qualitative and quantitative data and can effectively handle uncertainty and imprecision in the data. The combination of non-linear optimization mechanisms, fuzzy logic, and rough sets provides a robust foundation for next-generation information systems that can fulfill the demands of adaptive, aware, and adroit software applications for the knowledge era. The book emphasizes the importance of the hybrid approach, which combines the strengths of both mathematical and AI techniques, to achieve a more comprehensive and effective modeling process. Hybrid information system modeling techniques combine different approaches, such as fuzzy logic, rough sets, and neural networks, to create models that can handle the complexity and uncertainty of real-world problems. These techniques provide a powerful tool for modeling and analyzing complex systems, and the applications of hybrid information system modeling demonstrate their potential for solving real-world problems in various fields.
Dr. Ramakant Bhardwaj is currently working as Professor, Department of Mathematics, AMITY University Kolkata (W.B.). He also worked as deputy director research and development about five years in Technocrats TIT group Bhopal. He has published more than 160 research papers in reputed journals as SCI/ SCOPUS/ UGC Care listed / book chapters and others. Five patents have published while four are submitted. As for as concerning research work, he is handling govt as well as private projects. Dr Bhardwaj Published five books on mathematics as co-authors and two edited books. 12 students have awarded PhD in his supervision/ co-supervision while five are working now. Dr Bhardwaj presented his research work in national and international platform as invited and keynote speaker. He attended international conference in Imperial college London (UK), NEU Changhua Taiwan, University of Ching-Mai. He organized 12 International / National conference/Seminar as Organizing secretary. He has research collaboration with academicians of Canada, USA, Thailand, Turkey, Oman, Bahrain.
Dr Pushan Kumar Dutta is an accomplished Assistant Professor Grade III in Electronics and Communication Engineering Department at ASETK, Amity University Kolkata. He completed his PhD from Jadavpur University in Kolkata in 2015, and subsequently pursued a post-doctorate with a full fellowship from Erasmus Mundus Association. During his tenure at the University of Oradea in Romania, he presented a keynote speech in Bucharest. Before joining Amity University Kolkata in 2018, Dr Dutta held several positions of increasing responsibility. He began his career as a subject matter expert and technical writer with Chegg, and subsequently designed corporate classes for Marine electrotechnology. He was then appointed Research Coordinator and Assistant Professor for a college in Kurnool, Andhra Pradesh, which was to be accredited by the National Assessment and Accreditation Council (NAAC) and the National Board of Accreditation (NBA) in India. Dr Dutta is the recipient of the Young Faculty in Engineering award from Venus International awards, Chennai in 2018. He has been an integral part of the Amity University Kolkata research team, working in various capacities such as curriculum developer, board of studies evaluator, event coordinator, and alumni coordinator. He has led students to various competitions and pitching events for innovation for two years before the pandemic. He has been selected by NITI Aayog as a mentor of change in 2019, and has given multiple keynotes and conference paper presentations with the affiliation of Amity University Kolkata. Dr Dutta's research interests include data mining, big data, AI, edge computing, federated learning, predictive analytics, Earthquake Precursor Study, computer hardware, sustainability, electronic devices, design thinking, web 3.0, industry 5.0, and inverse design of robots. Dr Dutta is a prolific editor, having edited three books for publishers such as IET Press and Elsevier, and indexed more than 20 book chapters in Springer, Wiley, CRC, Apple Academic Press, Taylor and Francis. Dr Dutta is a member of the technical programming committee for various noted conferences in 2022 and 2023, including Smart Cities, Arab Science and Information, and the IEEE Region 10 HTC Conference. In 2022, he delivered a keynote speech on the role of robotics in Data Science Europe, held in Belgrade, Serbia. Dr Dutta is also a coordinator at Amity University Kolkata for sports and innovation competitions, leading students to participate in national competitions. He teaches classes on IoT, robotics, and first-year engineering, as well as PG Science level classes. He has an Indian copyright for his book titled 'Innovative Digital Teaching and Learning for Professional Readiness
Pethuru Raj is chief architect in the Edge AI division of Reliance Jio Platforms Ltd., Bangalore, India. He focuses on emerging technologies suc
| Erscheinungsdatum | 04.07.2024 |
|---|---|
| Reihe/Serie | De Gruyter Textbook |
| Zusatzinfo | 32 b/w and 112 col. ill., 25 b/w tbl. |
| Verlagsort | Berlin/Boston |
| Sprache | englisch |
| Maße | 170 x 240 mm |
| Gewicht | 881 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Weitere Themen ► CAD-Programme | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Schlagworte | Artificial Intelligence • Fuzzy-neural Networks • Fuzzy-neuronale Netze • Hybride Informationen • hybrid information • Künstliche Intelligenz • machine learning • Maschinelles Lernen • Nichtlineare Optimierung • Nonlinear Optimization |
| ISBN-10 | 3-11-132979-8 / 3111329798 |
| ISBN-13 | 978-3-11-132979-6 / 9783111329796 |
| Zustand | Neuware |
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