This book reports state-of-the-art results in Software Engineering Research, Management & Applications in both printed and electronic form. studies in Computation intelligence (SCI) has grown into the most compreh...
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ISBN:
(数字)9783031826108
ISBN:
(纸本)9783031826092;9783031826122
This book reports state-of-the-art results in Software Engineering Research, Management & Applications in both printed and electronic form. studies in Computation intelligence (SCI) has grown into the most comprehensive computationalintelligence research forum available in the world.
This book published original papers on both theory and practice that address foundations, state-of-the-art problems and solutions, and crucial challenges.
This book is intended for specialists as well as students and graduate students in the field of artificial intelligence, robotics and information technology. It is will also appeal to a wide range of readers intereste...
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ISBN:
(数字)9783030484538
ISBN:
(纸本)9783030484521;9783030484552
This book is intended for specialists as well as students and graduate students in the field of artificial intelligence, robotics and information technology. It is will also appeal to a wide range of readers interested in expanding the functionality of artificial intelligence systems.;One of the pressing problems of modern artificial intelligence systems is the development of integrated hybrid systems based on deep learning. Unfortunately, there is currently no universal methodology for developing topologies of hybrid neural networks (HNN) using deep learning.;The development of such systems calls for the expansion of the use of neural networks (NS) for solving recognition, classification and optimization problems. As such, it is necessary to create a unified methodology for constructing HNN with a selection of models of artificial neurons that make up HNN, gradually increasing the complexity of their structure using hybrid learning algorithms.
This kind of approach may facilitate further investigations on the same or similar subjects, as the future of space explorations is going toward adopting AI.
ISBN:
(数字)9783031257551
ISBN:
(纸本)9783031257544;9783031257575
This kind of approach may facilitate further investigations on the same or similar subjects, as the future of space explorations is going toward adopting AI.
Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced techno- gies with pattern recognition and learning. The basic philosop...
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ISBN:
(数字)9783642116766
ISBN:
(纸本)9783642116759;9783642262562
Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced techno- gies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and control in order to develop and implement the theory to engineered realization. In other words, the objective is to formulate various me- odologies for the development of robots which can operate autonomously and exhibit intelligent behavior by making appropriate decisions to perform the right task at the right time. Since IAS basically deals with the integration of machines, computing, sensing, and software to create intelligent systems capable of intera- ing with the complexities of the real world, advanced topics like soft computing, artificial life, evolutionary biology, and cognitive psychology have great promise in improving its intelligence and performance. Because of the inter-disciplinary character, the subject has several challenging issues for research, design and development covering a number of disciplines. These issues are further concerned with the development of both technology and methodology apart from various operations. The present research monograph titled “Intelligent Autonomous Systems: Foundations and Applications", edited by two renowned researchers, Professor Dilip K. Pratihar of IIT, Kharagpur, India and Professor Lakhmi C. Jain, Univ- sity of South Australia, Australia, provides a fairly representative cross-section of the activities that is going on all over the world in this area.
This book reports state-of-the-art results in Big Data and Data Science Engineering in both printed and electronic form. studies in Computation intelligence (SCI) has grown into the most comprehensive computational in...
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ISBN:
(数字)9783031783739
ISBN:
(纸本)9783031783722;9783031783753
This book reports state-of-the-art results in Big Data and Data Science Engineering in both printed and electronic form. studies in Computation intelligence (SCI) has grown into the most comprehensive computationalintelligence research forum available in the world.
This book publishes original papers on both theory and practice that address foundations, state-of-the-art problems and solutions, and crucial challenges.
This book gathers the latest quality research work of Ph.D. students working on the current areas presented in the Doctoral Symposium on computationalintelligence (DoSCI 2020). The book includes works in the areas of...
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ISBN:
(数字)9789811584695
ISBN:
(纸本)9789811584688;9789811584718
This book gathers the latest quality research work of Ph.D. students working on the current areas presented in the Doctoral Symposium on computationalintelligence (DoSCI 2020). The book includes works in the areas of artificial intelligence, deep learning, evolutionary algorithms, swarm intelligence, fuzzy sets and vague sets, rough set theoretic approaches, quantum-inspired computationalintelligence, hybrid computationalintelligence, machine learning, computer vision, soft computing, distributed computing, parallel and grid computing, cloud computing, high-performance computing, biomedical computing, decision support and decision making. The book is useful for researchers, students, engineers, practitioners and academicians in their advance studies.
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