Ecai 2020

Author : G. De Giacomo,A. Catala,B. Dilkina
Publisher : IOS Press
Page : 3122 pages
File Size : 48,7 Mb
Release : 2020-09-11
Category : Computers
ISBN : 9781643681016

Get Book

ECAI 2020 by G. De Giacomo,A. Catala,B. Dilkina Pdf

This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

Author : Giuseppe De Giacomo,Alejandro Catala,Bistra Dilkina
Publisher : Unknown
Page : 768 pages
File Size : 43,6 Mb
Release : 2020
Category : Electronic
ISBN : 1643681001

Get Book

ECAI 2020 by Giuseppe De Giacomo,Alejandro Catala,Bistra Dilkina Pdf

Author : Giuseppe De Giacomo
Publisher : Unknown
Page : 125 pages
File Size : 51,7 Mb
Release : 2020
Category : Artificial intelligence
ISBN : OCLC:1327747850

Get Book

ECAI 2020 by Giuseppe De Giacomo Pdf

Author : L. Hanson,D. Högberg,E. Brolin
Publisher : IOS Press
Page : 452 pages
File Size : 40,7 Mb
Release : 2020-09-11
Category : Computers
ISBN : 9781643681054

Get Book

DHM2020 by L. Hanson,D. Högberg,E. Brolin Pdf

Digital human modeling (DHM) is an active field of research directed towards the goal of creating detailed digital models of the human body and its functions, as well as assessment methods for evaluating human interaction with products and production systems. These have many applications in ergonomics, design and engineering, in fields as diverse as the automotive industry and medicine. This book presents the proceedings of the 6th International Digital Human Modeling Symposium (DHM2020), held in Skövde, Sweden from 31 August to 2 September 2020. The conference was also accessible online for those unable to attend in person because of restrictions due to the Covid-19 pandemic. The symposium provides an international forum for researchers, developers and users to report their latest innovations, summarize new developments and experiences within the field, and exchange ideas, results and visions in all areas of DHM research and applications. The book contains the 43 papers accepted for presentation at the conference, and is divided into 6 sections which broadly reflect the topics covered: anthropometry; behavior and biomechanical modeling; human motion data collection and modeling; human-product interaction modeling; industry and user perspectives; and production planning and ergonomics evaluation. Providing a state-of-the-art overview of research and developments in digital human modeling, the book will be of interest to all those who are active in the field.

Author : Shriphani Palakodety,Ashiqur R. KhudaBukhsh,Guha Jayachandran
Publisher : Springer Nature
Page : 67 pages
File Size : 42,5 Mb
Release : 2021-10-01
Category : Computers
ISBN : 9789811656255

Get Book

Low Resource Social Media Text Mining by Shriphani Palakodety,Ashiqur R. KhudaBukhsh,Guha Jayachandran Pdf

This book focuses on methods that are unsupervised or require minimal supervision—vital in the low-resource domain. Over the past few years, rapid growth in Internet access across the globe has resulted in an explosion in user-generated text content in social media platforms. This effect is significantly pronounced in linguistically diverse areas of the world like South Asia, where over 400 million people regularly access social media platforms. YouTube, Facebook, and Twitter report a monthly active user base in excess of 200 million from this region. Natural language processing (NLP) research and publicly available resources such as models and corpora prioritize Web content authored primarily by a Western user base. Such content is authored in English by a user base fluent in the language and can be processed by a broad range of off-the-shelf NLP tools. In contrast, text from linguistically diverse regions features high levels of multilinguality, code-switching, and varied language skill levels. Resources like corpora and models are also scarce. Due to these factors, newer methods are needed to process such text. This book is designed for NLP practitioners well versed in recent advances in the field but unfamiliar with the landscape of low-resource multilingual NLP. The contents of this book introduce the various challenges associated with social media content, quantify these issues, and provide solutions and intuition. When possible, the methods discussed are evaluated on real-world social media data sets to emphasize their robustness to the noisy nature of the social media environment. On completion of the book, the reader will be well-versed with the complexity of text-mining in multilingual, low-resource environments; will be aware of a broad set of off-the-shelf tools that can be applied to various problems; and will be able to conduct sophisticated analyses of such text.

Author : F. Toni,S. Polberg,R. Booth
Publisher : IOS Press
Page : 400 pages
File Size : 40,8 Mb
Release : 2022-09-29
Category : Computers
ISBN : 9781643683072

Get Book

Computational Models of Argument by F. Toni,S. Polberg,R. Booth Pdf

Argumentation has traditionally been studied across a number of fields, notably philosophy, cognitive science, linguistics and jurisprudence. The study of computational models of argumentation is a more recent endeavor, bringing together researchers from traditional fields and computer science and engineering within a rich, interdisciplinary matrix. Computational models of argumentation have been identified and used since the 1980s, and more recently an important role for argumentation in leading to principled decisions has emerged in several settings. This book presents the proceedings of COMMA 2022 the 9th International Conference on Computational Models of Argument, held in Cardiff, Wales, United Kingdom, during 14 - 16 September 2022. The book contains 27 regular papers and 16 demo papers from a total of 75 submissions, as well as 3 invited talks from Prof Paul Dunne (University of Liverpool), Prof Iryna Gurevych (TU Darmstadt), and Prof Antonis Kakas (University of Cyprus), which reflect the diverse nature of the field. Papers are a mix of theoretical and practical contributions; theoretical contributions include new formal models, the study of formal or computational properties of models, design for implemented systems and experimental research; practical papers include applications to law, machine learning and explainability. Abstract and structured accounts of argumentation are covered, as are relations between different accounts. Many papers focus on the evaluation of arguments or their conclusions given a body of arguments, with a continuation of a recent trend to study gradual or probabilistic notions of evaluation. The book offers an overview of recent and current research and will be of interest to all those working with computational models of argumentation.

Author : Ruben Verborgh,Katja Hose,Heiko Paulheim,Pierre-Antoine Champin,Maria Maleshkova,Oscar Corcho,Petar Ristoski,Mehwish Alam
Publisher : Springer Nature
Page : 743 pages
File Size : 40,8 Mb
Release : 2021-05-31
Category : Computers
ISBN : 9783030773854

Get Book

The Semantic Web by Ruben Verborgh,Katja Hose,Heiko Paulheim,Pierre-Antoine Champin,Maria Maleshkova,Oscar Corcho,Petar Ristoski,Mehwish Alam Pdf

This book constitutes the refereed proceedings of the 18th International Semantic Web Conference, ESWC 2021, held virtually in June 2021. The 41 full papers and 2 short papers presented were carefully reviewed and selected from 167 submissions. The papers were submitted to three tracks: the research track, the resource track and the in-use track. These tracks showcase research and development activities, services and applications, and innovative research outcomes making their way into industry. The research track caters to both long-standing and emerging research topics in the form of the following subtracks: ontologies and reasoning; knowledge graphs (understanding, creating, and exploiting); semantic data management, querying and distributed data; data dynamics, quality, and trust; matching, integration, and fusion; NLP and information retrieval; machine learning; science data and scholarly communication; and problems to solve before you die.

Author : Matthias Hagen,Suzan Verberne,Craig Macdonald,Christin Seifert,Krisztian Balog,Kjetil Nørvåg,Vinay Setty
Publisher : Springer Nature
Page : 630 pages
File Size : 53,9 Mb
Release : 2022-04-05
Category : Computers
ISBN : 9783030997397

Get Book

Advances in Information Retrieval by Matthias Hagen,Suzan Verberne,Craig Macdonald,Christin Seifert,Krisztian Balog,Kjetil Nørvåg,Vinay Setty Pdf

This two-volume set LNCS 13185 and 13186 constitutes the refereed proceedings of the 44th European Conference on IR Research, ECIR 2022, held in April 2022, due to the COVID-19 pandemic. The 35 full papers presented together with 11 reproducibility papers, 13 CLEF lab descriptions papers, 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions. Chapters “Leveraging Customer Reviews for E-commerce Query Generation” and “End to End Neural Retrieval for Patent Prior Art Search” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Author : Nazli Goharian
Publisher : Springer Nature
Page : 514 pages
File Size : 54,6 Mb
Release : 2024-06-01
Category : Electronic
ISBN : 9783031560279

Get Book

Advances in Information Retrieval by Nazli Goharian Pdf

Author : Naercio Magaia,George Mastorakis,Constandinos Mavromoustakis,Evangelos Pallis,Evangelos K. Markakis
Publisher : Springer Nature
Page : 511 pages
File Size : 49,6 Mb
Release : 2021-06-09
Category : Technology & Engineering
ISBN : 9783030764937

Get Book

Intelligent Technologies for Internet of Vehicles by Naercio Magaia,George Mastorakis,Constandinos Mavromoustakis,Evangelos Pallis,Evangelos K. Markakis Pdf

This book gathers recent research works in emerging Artificial Intelligence (AI) methods for the convergence of communication, caching, control, and computing resources in cloud-based Internet of Vehicles (IoV) infrastructures. In this context, the book's major subjects cover the analysis and the development of AI-powered mechanisms in future IoV applications and architectures. It addresses the major new technological developments in the field and reflects current research trends and industry needs. It comprises a good balance between theoretical and practical issues, covering case studies, experience and evaluation reports, and best practices in utilizing AI applications in IoV networks. It also provides technical/scientific information about various aspects of AI technologies, ranging from basic concepts to research-grade material, including future directions. This book is intended for researchers, practitioners, engineers, and scientists involved in designing and developing protocols and AI applications and services for IoV-related devices.

Author : Oscar Corcho,Laura Hollink,Oliver Kutz,Nicolas Troquard,Fajar J. Ekaputra
Publisher : Springer Nature
Page : 226 pages
File Size : 54,7 Mb
Release : 2022-09-19
Category : Computers
ISBN : 9783031171055

Get Book

Knowledge Engineering and Knowledge Management by Oscar Corcho,Laura Hollink,Oliver Kutz,Nicolas Troquard,Fajar J. Ekaputra Pdf

This book constitutes the refereed proceedings of the 23rd International Conference on Knowledge Engineering and Knowledge Management, EKAW 2022, held in Bolzano, Italy, in September 2022. The 11 full papers presented together with 5 short papers were carefully reviewed and selected from 57 submissions The previous event in the series, EKAW 2020, introduced a special theme related to “Ethical and Trustworthy Knowledge Engineering.” This theme is still very relevant in 2022, and thus has remained one of the core topics of the conference. The conference concerned with all aspects about eliciting, acquiring, modeling and managing knowledge, and the construction of knowledge-intensive systems and services for the semantic web, knowledge management, e-business, natural language processing, intelligent information integration, and much more.

Author : Cristian Ciurea,Cătălin Boja,Paul Pocatilu,Mihai Doinea
Publisher : Springer Nature
Page : 420 pages
File Size : 55,5 Mb
Release : 2022-04-15
Category : Technology & Engineering
ISBN : 9789811688669

Get Book

Education, Research and Business Technologies by Cristian Ciurea,Cătălin Boja,Paul Pocatilu,Mihai Doinea Pdf

This book includes high-quality research papers presented at 20th International Conference on Informatics in Economy (IE 2021), which is held in Bucharest, Romania during May 2021. The book covers research results in business informatics and related computer science topics, such as IoT, mobile-embedded and multimedia solutions, e-society, enterprise and business solutions, databases and big data, artificial intelligence, data-mining and machine learning, quantitative economics.

Author : Saad Motahhir,Badre Bossoufi
Publisher : Springer Nature
Page : 1836 pages
File Size : 50,6 Mb
Release : 2021-06-26
Category : Technology & Engineering
ISBN : 9783030738822

Get Book

Digital Technologies and Applications by Saad Motahhir,Badre Bossoufi Pdf

This book gathers selected research papers presented at the First International Conference on Digital Technologies and Applications (ICDTA 21), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 29–30 January 2021. highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of things, embedded systems, network technology, information processing, and their applications in several areas such as hybrid vehicles, renewable energy, robotic, and COVID-19. The respective papers encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.

Author : Ajith Abraham,Niketa Gandhi,Thomas Hanne,Tzung-Pei Hong,Tatiane Nogueira Rios,Weiping Ding
Publisher : Springer Nature
Page : 1461 pages
File Size : 42,5 Mb
Release : 2022-03-26
Category : Technology & Engineering
ISBN : 9783030963088

Get Book

Intelligent Systems Design and Applications by Ajith Abraham,Niketa Gandhi,Thomas Hanne,Tzung-Pei Hong,Tatiane Nogueira Rios,Weiping Ding Pdf

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 132 selected papers from the 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 34 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Author : Roozbeh Razavi-Far,Ariel Ruiz-Garcia,Vasile Palade,Juergen Schmidhuber
Publisher : Springer Nature
Page : 355 pages
File Size : 47,8 Mb
Release : 2022-03-11
Category : Technology & Engineering
ISBN : 9783030913908

Get Book

Generative Adversarial Learning: Architectures and Applications by Roozbeh Razavi-Far,Ariel Ruiz-Garcia,Vasile Palade,Juergen Schmidhuber Pdf

This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life. Adversarial learning fascinates the attention of machine learning communities across the world in recent years. Generative adversarial networks (GANs), as the main method of adversarial learning, achieve great success and popularity by exploiting a minimax learning concept, in which two networks compete with each other during the learning process. Their key capability is to generate new data and replicate available data distributions, which are needed in many practical applications, particularly in computer vision and signal processing. The book is intended for academics, practitioners, and research students in artificial intelligence looking to stay up to date with the latest advancements on GANs’ theoretical developments and their applications.