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Author : Sarit Kraus
Publisher : Unknown
Page : 128 pages
File Size : 49,6 Mb
Release : 2019-08
Category : Electronic
ISBN : 099924115X
Author : Sarit Kraus
Publisher : Unknown
Page : 128 pages
File Size : 51,5 Mb
Release : 2019
Category : Electronic
ISBN : 0999241141
Author : Christian Bessiere
Publisher : Unknown
Page : 128 pages
File Size : 48,5 Mb
Release : 2021-01-15
Category : Electronic
ISBN : 0999241184
Author : Duc Nghia Pham,Thanaruk Theeramunkong,Guido Governatori,Fenrong Liu
Publisher : Springer Nature
Page : 628 pages
File Size : 45,5 Mb
Release : 2021-11-01
Category : Computers
ISBN : 9783030893637
This three-volume set, LNAI 13031, LNAI 13032, and LNAI 13033 constitutes the thoroughly refereed proceedings of the 18th Pacific Rim Conference on Artificial Intelligence, PRICAI 2021, held in Hanoi, Vietnam, in November 2021.The 93 full papers and 28 short papers presented in these volumes were carefully reviewed and selected from 382 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc. Part II includes two thematic blocks: Natural Language Processing, followed by Neural Networks and Deep Learning.
Author : Xiang Zhao,Weixin Zeng,Jiuyang Tang
Publisher : Springer Nature
Page : 252 pages
File Size : 52,6 Mb
Release : 2023-11-26
Category : Computers
ISBN : 9789819942503
This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed a rapid increase in the number of entity alignment frameworks, while the relationships among them remain unclear. This book aims to fill that gap by elaborating the concept and categorization of entity alignment, reviewing recent advances in entity alignment approaches, and introducing novel scenarios and corresponding solutions. Specifically, the book includes comprehensive evaluations and detailed analyses of state-of-the-art entity alignment approaches and strives to provide a clear picture of the strengths and weaknesses of the currently available solutions, so as to inspire follow-up research. In addition, it identifies novel entity alignment scenarios and explores the issues of large-scale data, long-tail knowledge, scarce supervision signals, lack of labelled data, and multimodal knowledge, offering potential directions for future research. The book offers a valuable reference guide for junior researchers, covering the latest advances in entity alignment, and a valuable asset for senior researchers, sharing novel entity alignment scenarios and their solutions. Accordingly, it will appeal to a broad audience in the fields of knowledge bases, database management, artificial intelligence and big data.
Author : Ioannis Caragiannis,Kristoffer Arnsfelt Hansen
Publisher : Springer Nature
Page : 424 pages
File Size : 42,7 Mb
Release : 2021-09-14
Category : Computers
ISBN : 9783030859473
This book constitutes the refereed proceedings of the 14th International Symposium on Algorithmic Game Theory, SAGT 2021, held in Aarhus, Denmark in September 2021. The 26 full papers presented together with 4 abstract papers were carefully reviewed and selected from 73 submissions. In addition, the volume contains abstracts from 3 invited talks and 2 tutorial talks. The papers are organized in topical sections named: auctions and mechanism design, computational aspects of games, markets and matchings, and social choice and cooperative games.
Author : Lu Fang,Yiran Chen,Guangtao Zhai,Jane Wang,Ruiping Wang,Weisheng Dong
Publisher : Springer Nature
Page : 815 pages
File Size : 49,8 Mb
Release : 2022-01-01
Category : Computers
ISBN : 9783030930462
This two-volume set LNCS 13069-13070 constitutes selected papers presented at the First CAAI International Conference on Artificial Intelligence, held in Hangzhou, China, in June 2021. Due to the COVID-19 pandemic the conference was partially held online. The 105 papers were thoroughly reviewed and selected from 307 qualified submissions. The papers are organized in topical sections on applications of AI; computer vision; data mining; explainability, understandability, and verifiability of AI; machine learning; natural language processing; robotics; and other AI related topics.
Author : Ute Schmid,Franziska Klügl,Diedrich Wolter
Publisher : Springer Nature
Page : 367 pages
File Size : 41,8 Mb
Release : 2020-09-08
Category : Computers
ISBN : 9783030582852
This book constitutes the refereed proceedings of the 43rd German Conference on Artificial Intelligence, KI 2020, held in Bamberg, Germany, in September 2020. The 16 full and 12 short papers presented together with 6 extended abstracts in this volume were carefully reviewed and selected from 62 submissions. As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research. KI 2020 had a special focus on human-centered AI with highlights on AI and education and explainable machine learning. Due to the Corona pandemic KI 2020 was held as a virtual event.
Author : Panos Pardalos,Ilias Kotsireas,Yike Guo,William Knottenbelt
Publisher : Springer Nature
Page : 274 pages
File Size : 49,7 Mb
Release : 2023-02-18
Category : Business & Economics
ISBN : 9783031186790
This book presents the best papers from the 3rd International Conference on Mathematical Research for Blockchain Economy (MARBLE) 2022, held in Vilamoura, Portugal. While most blockchain conferences and forums are dedicated to business applications, product development or Initial Coin Offering (ICO) launches, this conference focuses on the mathematics behind blockchain to bridge the gap between practice and theory. Blockchain Technology has been considered as the most fundamental and revolutionising invention since the Internet. Every year, thousands of blockchain projects are launched and circulated in the market, and there is a tremendous wealth of blockchain applications, from finance to healthcare, education, media, logistics and more. However, due to theoretical and technical barriers, most of these applications are impractical for use in a real-world business context. The papers in this book reveal the challenges and limitations, such as scalability, latency, privacy and security, and showcase solutions and developments to overcome them.
Author : Guy Van den Broeck,Kristian Kersting,Sriraam Natarajan,David Poole
Publisher : MIT Press
Page : 455 pages
File Size : 46,9 Mb
Release : 2021-08-17
Category : Computers
ISBN : 9780262366182
Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic models. Statistical relational AI (StaRAI) studies the integration of reasoning under uncertainty with reasoning about individuals and relations. The representations used are often called relational probabilistic models. Lifted inference is about how to exploit the structure inherent in relational probabilistic models, either in the way they are expressed or by extracting structure from observations. This book covers recent significant advances in the area of lifted inference, providing a unifying introduction to this very active field. After providing necessary background on probabilistic graphical models, relational probabilistic models, and learning inside these models, the book turns to lifted inference, first covering exact inference and then approximate inference. In addition, the book considers the theory of liftability and acting in relational domains, which allows the connection of learning and reasoning in relational domains.
Author : Yuxin Peng,Qingshan Liu,Huchuan Lu,Zhenan Sun,Chenglin Liu,Xilin Chen,Hongbin Zha,Jian Yang
Publisher : Springer Nature
Page : 789 pages
File Size : 40,5 Mb
Release : 2020-10-11
Category : Computers
ISBN : 9783030606336
The three-volume set LNCS 12305, 12306, and 12307 constitutes the refereed proceedings of the Third Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2020, held virtually in Nanjing, China, in October 2020. The 158 full papers presented were carefully reviewed and selected from 402 submissions. The papers have been organized in the following topical sections: Part I: Computer Vision and Application, Part II: Pattern Recognition and Application, Part III: Machine Learning.
Author : Yang Wang,Guobin Zhu,Qilong Han,Hongzhi Wang,Xianhua Song,Zeguang Lu
Publisher : Springer Nature
Page : 455 pages
File Size : 41,8 Mb
Release : 2022-08-10
Category : Computers
ISBN : 9789811951947
This two volume set (CCIS 1628 and 1629) constitutes the refereed proceedings of the 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022 held in Chengdu, China, in August, 2022. The 65 full papers and 26 short papers presented in these two volumes were carefully reviewed and selected from 261 submissions. The papers are organized in topical sections on: Big Data Mining and Knowledge Management; Machine Learning for Data Science; Multimedia Data Management and Analysis.
Author : Emmanuel Hebrard,Nysret Musliu
Publisher : Springer Nature
Page : 559 pages
File Size : 43,7 Mb
Release : 2020-09-18
Category : Computers
ISBN : 9783030589424
The volume LNCS 12296 constitutes the papers of the 17th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research which will be held online in September 2020. The 32 regular papers presented together with 4 abstracts of fast-track papers were carefully reviewed and selected from a total of 72 submissions. Additionally, this volume includes the 4 abstracts and 2 invited papers by plenary speakers. The conference program also included a Master Class on the topic “Recent Advances in Optimization Paradigms and Solving Technology"
Author : Vadim Malvone,Aniello Murano
Publisher : Springer Nature
Page : 571 pages
File Size : 47,6 Mb
Release : 2023-09-06
Category : Computers
ISBN : 9783031432644
This volume LNCS 14282 constitutes the refereed proceedings of the 20th European Conference EUMAS 2023, held in Naples, Italy, during September 2023. This volume includes 24 full papers and 5 short papers, carefully selected from 47 submissions. Additionally, the volume features 16 short papers, rigorously reviewed from 20 submissions for the PhD day. The conference focused on the theory and practice of autonomous agents and multi-agent systems, covering a wide range of topics.
Author : Andrey Ronzhin,Aminagha Sadigov,Roman Meshcheryakov
Publisher : Springer Nature
Page : 395 pages
File Size : 41,6 Mb
Release : 2023-09-04
Category : Computers
ISBN : 9783031431111
This book constitutes the refereed proceedings of the 8th International Conference on Interactive Collaborative Robotics, ICR 2023, held in Baku, Azerbaijan, during October 25–29, 2023. The 33 full papers included in this book were carefully reviewed and selected from 56 submissions. They were organized in topical sections as follows: focused the foundations and means of collaborative behavior of one or more robots physically interacting with hu-mans in operational environments configured with embedded sensor networks and cloud services under uncertainty and environmental variability.