Analogical planning provides a means of solving engineering problems where other machinelearning methods fail. Unlike many machinelearning paradigms, analogy does not require numerous previous examples or a rich dom...
ISBN:
(纸本)9780897913720
Analogical planning provides a means of solving engineering problems where other machinelearning methods fail. Unlike many machinelearning paradigms, analogy does not require numerous previous examples or a rich domain theory. Instead, analogical reasoning utilizes knowledge of solved problems in similar domains, adapting the knowledge to the current problem. Unfortunately, the analogical planning task is an expensive one. While the process of forming correspondences between a known and a new problem is complex, the problem of selecting a base case for the analogy is virtually *** paper addresses the issue of efficiently forming analogical plans. The ANAGRAM planning system is described, which takes advantage of the massively parallel architecture of the Connection machine to perform base selection and map formation. This approach makes analogical planning a tractable task, in fact sublinear in the size of the *** paper describes the ANAGRAM system and its parallel algorithms. The paper also presents a theoretical analysis and empirical results of testing the system on a large database of plans from the domain of automatic programming.
The volume is a collection of high-quality, peer-reviewed research papers presented at the Thirdinternationalconference on Mathematical Modeling and Computational Science (ICMMCS 2023), held during 24 – 25 February...
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ISBN:
(数字)9789819936113
ISBN:
(纸本)9789819936106
The volume is a collection of high-quality, peer-reviewed research papers presented at the Thirdinternationalconference on Mathematical Modeling and Computational Science (ICMMCS 2023), held during 24 – 25 February 2023 in hybrid mode. The topics covered in the book are mathematical logic and foundations, numerical analysis, neural networks, fuzzy set theory, coding theory, higher algebra, number theory, graph theory and combinatory, computation in complex networks, calculus, differential educations and integration, application of soft computing, knowledge engineering, machinelearning, artificial intelligence, big data and data analytics, high performance computing, network and device security, Internet of Things (IoT).
This two-volume set LNCS 13315 and 13316 constitutes the refereed proceedings of the 14th internationalconference on Social Computing and Social Media, SCSM 2022, held as part of the 24rdinternationalconference, HC...
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ISBN:
(数字)9783031050619
ISBN:
(纸本)9783031050602
This two-volume set LNCS 13315 and 13316 constitutes the refereed proceedings of the 14th internationalconference on Social Computing and Social Media, SCSM 2022, held as part of the 24rdinternationalconference, HCI international2022, which took place in June-July 2022. Due to COVID-19 pandemic the conference was held virtually.
This book includes high-quality research papers presented at 3rdinternationalconference on Sustainable Communication Networks and applications (ICSCN 2021), which is held at Surya Engineering College (SEC), Erode, I...
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ISBN:
(数字)9789811666056
ISBN:
(纸本)9789811666049;9789811666070
This book includes high-quality research papers presented at 3rdinternationalconference on Sustainable Communication Networks and applications (ICSCN 2021), which is held at Surya Engineering College (SEC), Erode, India, during 29–30 July 2021. This book includes novel and state-of-the-art research discussions that articulate and report all research aspects, including theoretical and experimental prototypes and applications that incorporate sustainability into emerging applications. The book discusses and articulates emerging challenges in significantly reducing the energy consumption of communication systems and also explains development of a sustainable and energy-efficient mobile and wireless communication network. It includes best selected high-quality conference papers in different fields such as Internet of Things, cloud computing, data mining, artificial intelligence, machinelearning, autonomous systems, deep learning, neural networks, renewable energy sources, sustainable wireless communication networks, QoS, network sustainability, and many other related areas.
This book presents the select proceedings of 3rdinternationalconference on Sports Engineering (ICSE 2023). It bridges the gap between sports industry and academia for improving sports infrastructure and facilities. ...
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ISBN:
(数字)9789819782970
ISBN:
(纸本)9789819782963
This book presents the select proceedings of 3rdinternationalconference on Sports Engineering (ICSE 2023). It bridges the gap between sports industry and academia for improving sports infrastructure and facilities. Various topics covered in this book are design, manufacturing and testing of synthetic sports surfaces, design of training aids in sports, fitness and recreation activities, simulation and mathematical modelling of sports performance, designing sports facilities including indoor and outdoor Stadium, wearable exoskeletons and prosthesis in para sports, Olympic and Paralympic Sports equipment, artificial intelligence in sports training & performance, machinelearning and computer vision, computer-aided design and application in sports, computer supported sports training and performance prediction, video analysis and image processing, sports analytics and data science. The book is useful for researchers and professionals working in the area of sports engineering.
This book gathers outstanding research papers presented in the 3rdinternationalconference on Artificial Intelligence: Advances and application (ICAIAA 2022), held in Poornima College of Engineering, Jaipur, India, d...
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ISBN:
(数字)9789811970412
ISBN:
(纸本)9789811970405;9789811970436
This book gathers outstanding research papers presented in the 3rdinternationalconference on Artificial Intelligence: Advances and application (ICAIAA 2022), held in Poornima College of Engineering, Jaipur, India, during April 23–24, 2022. This book covers research works carried out by various students such as bachelor, master and doctoral scholars, faculty and industry persons in the area of artificial intelligence, machinelearning, deep learningapplications in health care, agriculture, and business, security. It also covers research in core concepts of computer networks, intelligent system design and deployment, real-time systems, WSN, sensors and sensor nodes, SDN, NFV, etc.
This book constitutes the proceedings of the satellite workshops held around the 21st internationalconference on Applied Cryptography and Network Security, ACNS 2023, held in Kyoto, Japan, in June 2023.;3; ...
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ISBN:
(数字)9783031411816
ISBN:
(纸本)9783031411809
This book constitutes the proceedings of the satellite workshops held around the 21st internationalconference on Applied Cryptography and Network Security, ACNS 2023, held in Kyoto, Japan, in June 2023.;· 1st ACNS Workshop on Automated Methods and Data-driven Techniques in Symmetric-key Cryptanalysis (ADSC 2023);· 5th ACNS Workshop on application Intelligence and Blockchain Security (AIBlock 2023);· 4th ACNS Workshop on Artificial Intelligence in Hardware Security (AIHWS 2023);· 5th ACNS Workshop on Artificial Intelligence and Industrial IoT Security (AIoTS 2023);· 3rd ACNS Workshop on Critical Infrastructure and Manufacturing System Security (CIMSS 2023);· 5th ACNS Workshop on Cloud Security and Privacy (Cloud S&P 2023);· 4th ACNS Workshop on Secure Cryptographic Implementation (SCI 2023);· 4th ACNS Workshop on Security in Mobile Technologies (SecMT 2023);· 5th ACNS Workshop on Security in machinelearning and its applications (SiMLA 2023)
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