Ee-Peng Lim - Böcker

Computational Trust Models and Machine Learning

Häftad, Engelska, 2020

662 kr

Skickas inom 10-15 vardagar

Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches, this book:Explains how reputation-based systems are used to determine trust in diverse online communitiesDescribes how machine learning techniques are employed to build robust reputation systemsExplores two distinctive approaches to determining credibility of resources—one where the human role is implicit, and one that leverages human input explicitlyShows how decision support can be facilitated by computational trust modelsDiscusses collaborative filtering-based trust aware recommendation systemsDefines a framework for translating a trust modeling problem into a learning problemInvestigates the objectivity of human feedback, emphasizing the need to filter out outlying opinionsComputational Trust Models and Machine Learning effectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.

Computational Trust Models and Machine Learning

AvXin Liu,Anwitaman Dattam. fl.

Inbunden, Engelska, 2014

1 609 kr

Skickas inom 7-10 vardagar

Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches, this book:Explains how reputation-based systems are used to determine trust in diverse online communitiesDescribes how machine learning techniques are employed to build robust reputation systemsExplores two distinctive approaches to determining credibility of resources—one where the human role is implicit, and one that leverages human input explicitlyShows how decision support can be facilitated by computational trust modelsDiscusses collaborative filtering-based trust aware recommendation systemsDefines a framework for translating a trust modeling problem into a learning problemInvestigates the objectivity of human feedback, emphasizing the need to filter out outlying opinionsComputational Trust Models and Machine Learning effectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.

Del 11788 - Lecture Notes in Computer Science

Conceptual Modeling

38th International Conference, ER 2019, Salvador, Brazil, November 4–7, 2019, Proceedings

AvAlberto H. F. Laender,Barbara Pernicim. fl.

Häftad, Engelska, 2019

556 kr

Skickas inom 10-15 vardagar

This book constitutes the refereed proceedings of the 38th International Conference on Conceptual Modeling, ER 2019, held in Salvador, Brazil, in November 2019.The 22 full and 22 short papers presented together with 4 keynotes were carefully reviewed and selected from 142 submissions.This events covers a wide range of topics, covered in the following sessions: conceptual modeling, big data technology I, process modeling and analysis, query approaches, big data technology II, domain specific models I, domain specific models II, decision making, complex systems modeling, model unification, big data technology III, and requirements modeling.

Del 12084 - Lecture Notes in Computer Science

Advances in Knowledge Discovery and Data Mining

24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part I

AvHady W. Lauw,Raymond Chi-Wing Wongm. fl.

Häftad, Engelska, 2020

1 105 kr

Skickas inom 10-15 vardagar

The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020.

Del 12085 - Lecture Notes in Computer Science

Advances in Knowledge Discovery and Data Mining

24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II

AvHady W. Lauw,Raymond Chi-Wing Wongm. fl.

Häftad, Engelska, 2020

1 105 kr

Skickas inom 10-15 vardagar

The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020.

Del 12681 - Lecture Notes in Computer Science

Database Systems for Advanced Applications

26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part I

AvChristian S. Jensen,Ee-Peng Limm. fl.

Häftad, Engelska, 2021

1 105 kr

Skickas inom 10-15 vardagar

The three-volume set LNCS 12681-12683 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.The total of 156 papers presented in this three-volume set was carefully reviewed and selected from 490 submissions.The topic areas for the selected papers include information retrieval, search and recommendation techniques; RDF, knowledge graphs, semantic web, and knowledge management; and spatial, temporal, sequence, and streaming data management, while the dominant keywords are network, recommendation, graph, learning, and model. These topic areas and keywords shed the light on the direction where the research in DASFAA is moving towards.Due to the Corona pandemic this event was held virtually.

Del 12682 - Lecture Notes in Computer Science

Database Systems for Advanced Applications

26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part II

AvChristian S. Jensen,Ee-Peng Limm. fl.

Häftad, Engelska, 2021

1 105 kr

Skickas inom 10-15 vardagar

The three-volume set LNCS 12681-12683 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.The total of 156 papers presented in this three-volume set was carefully reviewed and selected from 490 submissions.The topic areas for the selected papers include information retrieval, search and recommendation techniques; RDF, knowledge graphs, semantic web, and knowledge management; and spatial, temporal, sequence, and streaming data management, while the dominant keywords are network, recommendation, graph, learning, and model. These topic areas and keywords shed the light on the direction where the research in DASFAA is moving towards.Due to the Corona pandemic this event was held virtually.

Del 12683 - Lecture Notes in Computer Science

Database Systems for Advanced Applications

26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part III

AvChristian S. Jensen,Ee-Peng Limm. fl.

Häftad, Engelska, 2021

1 434 kr

Skickas inom 10-15 vardagar

The three-volume set LNCS 12681-12683 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.The total of 156 papers presented in this three-volume set was carefully reviewed and selected from 490 submissions.The topic areas for the selected papers include information retrieval, search and recommendation techniques; RDF, knowledge graphs, semantic web, and knowledge management; and spatial, temporal, sequence, and streaming data management, while the dominant keywords are network, recommendation, graph, learning, and model. These topic areas and keywords shed the light on the direction where the research in DASFAA is moving towards.Due to the Corona pandemic this event was held virtually.

Del 12680 - Lecture Notes in Computer Science

Database Systems for Advanced Applications. DASFAA 2021 International Workshops

BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11–14, 2021, Proceedings

AvChristian S. Jensen,Ee-Peng Limm. fl.

Häftad, Engelska, 2021

556 kr

Skickas inom 10-15 vardagar

This volume constitutes the papers of several workshops which were held in conjunction with the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.The 29 revised full papers presented in this book were carefully reviewed and selected from 84 submissions. DASFAA 2021 presents the following five workshops:6th International Workshop on Big Data Quality Management (BDQM 2021)5th International Workshop on Graph Data Management and Analysis (GDMA 2021)First International Workshop on Machine Learning and Deep Learning for Data Security Applications (MLDLDSA 2021)6th International Workshop on Mobile Data Management, Mining, and Computing on Social Network (MobiSocial 2021)2021 International Workshop on Mobile Ubiquitous Systems and Technologies (MUST 2021)Due to the Corona pandemic this event was held virtually.

Del 8238 - Lecture Notes in Computer Science

Social Informatics

5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings

AvAdam Jatowt,Ee-Peng Limm. fl.

Häftad, Engelska, 2013

556 kr

Skickas inom 10-15 vardagar

This book constitutes the proceedings of the 5th International Conference on Social Informatics, SocInfo 2013, held in Kyoto, Japan, in November 2013. The 23 full papers, 15 short papers and three poster papers included in this volume were carefully reviewed and selected from 103 submissions. The papers present original research work on studying the interplay between socially-centric platforms and social phenomena.

Del 8178 - Lecture Notes in Computer Science

Behavior and Social Computing

International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, Australia, April 14-17, and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers

AvLongbing Cao,Hiroshi Motodam. fl.

Häftad, Engelska, 2013

556 kr

Skickas inom 10-15 vardagar

This book constitutes the thoroughly refereed proceedings of the International Workshops on Behavior and Social Informatics and Computing, BSIC 2013, held as collocated event of IJCAI 2013, in Beijing, China in August 2013 and the International Workshop on Behavior and Social Informatics, BSI 2013, held as satellite workshop of PAKDD 2013, in Gold Coast, Australia, in April 2013. The 23 papers presented were carefully reviewed and selected from 58 submissions. The papers study a wide range of techniques and methods for behavior/social-oriented analyses including behavioral and social interaction and network, behavioral/social patterns, behavioral/social impacts, the formation of behavioral/social-oriented groups and collective intelligence and behavioral/social intelligence emergence.

Del 9078 - Lecture Notes in Computer Science

Advances in Knowledge Discovery and Data Mining

19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II

AvTru Cao,Ee-Peng Limm. fl.

Häftad, Engelska, 2015

556 kr

Skickas inom 10-15 vardagar

This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions.

Del 9077 - Lecture Notes in Computer Science

Advances in Knowledge Discovery and Data Mining

19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I

AvTru Cao,Ee-Peng Limm. fl.

Häftad, Engelska, 2015

556 kr

Skickas inom 10-15 vardagar

This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions.

Del 9441 - Lecture Notes in Computer Science

Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers

AvXiao-Li Li,Tru Caom. fl.

Häftad, Engelska, 2015

531 kr

Skickas inom 10-15 vardagar

This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAKDD, the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Ho Chi Minh City, Vietnam, in May 2015.

Del 10526 - Lecture Notes in Computer Science

Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers

AvU Kang,Ee-Peng Limm. fl.

Häftad, Engelska, 2017

537 kr

Skickas inom 10-15 vardagar

The workshops affiliated with PAKDD 2017 include: Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Workshop on Biologically Inspired Data Mining Techniques (BDM), Pacific Asia Workshop on Intelligence and Security Informatics (PAISI), and Workshop on Data Mining in Business Process Management (DM-BPM).

Digital Libraries: People, Knowledge, and Technology

5th International Conference on Asian Digital Libraries, ICADL 2002, Singapore, December 11-14, 2002, Proceedings

AvEe-Peng Lim,Schubert Foom. fl.

Häftad, Engelska, 2002

556 kr

Skickas inom 10-15 vardagar

This book constitutes the refereed proceedings of the 5th International Conference on Asian Digitial Libraries, ICADL 2002, held in Singapore in December 2002.The 34 revised full papers, 20 revised short papers, and 14 posters presented together with 7 invited papers were carefully reviewed and selected from a total of 170 submissions. The papers are organized in sections on information retrieval, multimedia digital libraries, data mining in digital libraries, special purpose digital libraries, digital library services, digital libraries for community building, information retrieval and Asian languages, building and using digital libraries, metadata issues, algorithms and protocols, human-computer interaction, and digital library infrastructure.

Digital Libraries: International Collaboration and Cross-Fertilization

7th International Conference on Asian Digital Libraries, ICADL 2004, Shanghai, China, December 13-17, 2004, Proceedings

AvZhaoneng Chen,Hsinchun Chenm. fl.

Häftad, Engelska, 2004

1 105 kr

Skickas inom 10-15 vardagar

This book constitutes the refereed proceedings of the 7th International Conference on Asian Digital Libraries, ICADL 2004, held in Shanghai, China in December 2004. The 44 revised full papers, 15 revised short papers, and 37 posters presented together with 14 invited contributions were carefully reviewed and selected from a total of 359 submissions. The papers are organized in topical sections on collaboration and localization, knowledge processing and knowledge discovery, information retrieval techniques, personalization issues in digital libraries, and service and management.

Advances in Database Technologies

ER '98 Workshops on Data Warehousing and Data Mining, Mobile Data Access, and Collaborative Work Support and Spatio-Temporal Data Management, Singapore, November 19-20, 1998, Proceedings

AvYahiko Kambayashi,Dik Lun Leem. fl.

Häftad, Engelska, 1999

1 105 kr

Skickas inom 10-15 vardagar

Advances in Database Technologies(ADT) is a workshopseries designed to p- mote interaction and discussion among researchers and practitioners in speci?c topics related to advanced data modeling and database technologies. The ?rst ADT workshop was held in conjunction with the 17th International Conference on Conceptual Modeling (ER'98) in Singapore. It consisted of three small wo- shops,i.e.,the"InternationalWorkshoponDataWarehousingandDataMining" organized by Prof. Sham Navathe and Dr. Mukesh Mohania, the "International Workshop on Mobile Data Access" organized by Prof. Dik Lun Lee, and the "InternationalWorkshopon New DatabaseTechnologiesfor CollaborativeWork Support and Spatio-TemporalData Management" organizedby Prof.Yoshifumi Masunaga. These three small workshops were held simultaneously on 19 and 20 November, and the papers were jointly published in this ADT'98 proceedings. Wewouldliketo thankProf.ShamNavathe,Dr. MukeshMohania,Prof.Dik Lun Lee, Prof. Yoshifumi Masunaga and their program committees for wo- ing together to insure an excellent workshop program. The program co-chair of ER'98 Prof.Tok Wang Ling and his organizing committee members gave o- standing support to the workshops with the local arrangements, registration, publicity, and the preparationof the proceedings. Our special thanks go to Prof.

Del 116 - Studies in Computational Intelligence

Advances of Computational Intelligence in Industrial Systems

AvYing Liu,Aixin Sunm. fl.

Inbunden, Engelska, 2008

1 638 kr

Skickas inom 10-15 vardagar

Computational Intelligence (CI) has emerged as a rapid growing field over the past decade. Its various techniques have been recognized as powerful tools for intelligent information processing, decision making and knowledge management. "Advances of Computational Intelligence in Industrial Systems" reports the exploration of CI frontiers with an emphasis on a broad spectrum of real-world applications. Section I – Theory and Foundation presents some of the latest developments in CI, e.g. particle swarm optimization, Web services, data mining with privacy protection, kernel methods for text analysis, etc. Section II – Industrial Application covers the CI applications in a wide variety of domains, e.g. clinical decision support, process monitoring for industrial CNC machine, novelty detection for jet engines, ant algorithm for berth allocation, etc. Such a collection of chapters has presented the state-of-the-art of CI applications in industry and will be an essential resource for professionals and researchers who wish to learn and spot the opportunities in applying CI techniques to their particular problems.

Del 116 - Studies in Computational Intelligence

Advances of Computational Intelligence in Industrial Systems

AvYing Liu,Aixin Sunm. fl.

Häftad, Engelska, 2010

1 590 kr

Skickas inom 10-15 vardagar

Computational Intelligence (CI) has emerged as a rapid growing field over the past decade. Its various techniques have been recognized as powerful tools for intelligent information processing, decision making and knowledge management. "Advances of Computational Intelligence in Industrial Systems" reports the exploration of CI frontiers with an emphasis on a broad spectrum of real-world applications. Section I – Theory and Foundation presents some of the latest developments in CI, e.g. particle swarm optimization, Web services, data mining with privacy protection, kernel methods for text analysis, etc. Section II – Industrial Application covers the CI applications in a wide variety of domains, e.g. clinical decision support, process monitoring for industrial CNC machine, novelty detection for jet engines, ant algorithm for berth allocation, etc. Such a collection of chapters has presented the state-of-the-art of CI applications in industry and will be an essential resource for professionals and researchers who wish to learn and spot the opportunities in applying CI techniques to their particular problems.

Social Informatics

Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011, Proceedings

AvAnwitaman Datta,Stuart Shulmanm. fl.

Häftad, Engelska, 2011

556 kr

Skickas inom 10-15 vardagar

This book constitutes the proceedings of the Third International Conference on Social Informatics, SocInfo 2011, held in Singapore in October 2011. The 15 full papers, 8 short papers and 13 posters included in this volume were carefully reviewed and selected from 68 full paper and 13 poster submissions. The papers are organized in topical sections named: network analysis; eGovernance and knowledge management; applications of network analysis; community dynamics; case studies; trust, privacy and security; peer-production.

Del 8 - East China Normal University Scientific Reports

Network Data Mining And Analysis

AvMing Gao,Ee-peng Limm. fl.

Inbunden, Engelska, 2018

1 411 kr

Skickas inom 3-6 vardagar

Online social networking sites like Facebook, LinkedIn, and Twitter, offer millions of members the opportunity to befriend one another, send messages to each other, and post content on the site — actions which generate mind-boggling amounts of data every day.To make sense of the massive data from these sites, we resort to social media mining to answer questions like the following:Social media shatters the boundaries between the real world and the virtual world. We can now integrate social theories with computational methods to study how individuals interact with each other and how social communities form in bipartite and signed networks. The uniqueness of social media data calls for novel data mining techniques that can effectively handle user generated content with rich social relations. The study and development of these new techniques are under the purview of social media mining, an emerging discipline under the umbrella of data mining. Social Media Mining is the process of representing, analyzing, and extracting actionable patterns from social media data.Related Link(s)