Multi Aspect Learning

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Multi Aspect Learning

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Author : Richi Nayak
language : en
Publisher: Springer Nature
Release Date : 2023-08-28

Multi Aspect Learning written by Richi Nayak and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-28 with Computers categories.

This book offers a detailed and comprehensive analysis of multi-aspect data learning, focusing especially on representation learning approaches for unsupervised machine learning. It covers state-of-the-art representation learning techniques for clustering and their applications in various domains. This is the first book to systematically review multi-aspect data learning, incorporating a range of concepts and applications. Additionally, it is the first to comprehensively investigate manifold learning for dimensionality reduction in multi-view data learning. The book presents the latest advances in matrix factorization, subspace clustering, spectral clustering and deep learning methods, with a particular emphasis on the challenges and characteristics of multi-aspect data. Each chapter includes a thorough discussion of state-of-the-art of multi-aspect data learning methods and important research gaps. The book provides readers with the necessary foundational knowledge to apply these methods to new domains and applications, as well as inspire new research in this emerging field.

Advances In Information Retrieval

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Author : Nazli Goharian
language : en
Publisher: Springer Nature
Release Date : 2024-03-14

Advances In Information Retrieval written by Nazli Goharian and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-14 with Computers categories.

The six-volume set LNCS 14608, 14609, 14609, 14610, 14611, 14612 and 14613 constitutes the refereed proceedings of the 46th European Conference on IR Research, ECIR 2024, held in Glasgow, UK, during March 24–28, 2024. The 57 full papers, 18 finding papers, 36 short papers, 26 IR4Good papers, 18 demonstration papers, 9 reproducibility papers, 8 doctoral consortium papers, and 15 invited CLEF papers were carefully reviewed and selected from 578 submissions. The accepted papers cover the state of the art in information retrieval focusing on user aspects, system and foundational aspects, machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search.

Multiple Aspect Analysis Of Semantic Trajectories

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Author : Konstantinos Tserpes
language : en
Publisher: Springer Nature
Release Date : 2020-01-03

Multiple Aspect Analysis Of Semantic Trajectories written by Konstantinos Tserpes and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Mathematics categories.

This open access book constitutes the refereed post-conference proceedings of the First International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019, held in conjunction with the 19th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2019, in Würzburg, Germany, in September 2019. The 8 full papers presented were carefully reviewed and selected from 12 submissions. They represent an interesting mix of techniques to solve recurrent as well as new problems in the semantic trajectory domain, such as data representation models, data management systems, machine learning approaches for anomaly detection, and common pathways identification.

Data Driven Approaches In Digital Education

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Author : Élise Lavoué
language : en
Publisher: Springer
Release Date : 2017-09-04

Data Driven Approaches In Digital Education written by Élise Lavoué and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-04 with Education categories.

This book constitutes the proceedings of the 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, held in Tallinn, Estonia, in September 2017. The 24 full papers, 23 short papers, 6 demo papers, and 22 poster papers presented in this volume were carefully reviewed and selected from 141 submissions. The theme for the 12th EC-TEL conference on Data Driven Approaches in Digital Education' aims to explore the multidisciplinary approaches thateectively illustrate how data-driven education combined with digital education systems can look like and what are the empirical evidences for the use of datadriven tools in educational practices.

Active Mining

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Author : Shusaku Tsumoto
language : en
Publisher: Springer
Release Date : 2005-05-24

Active Mining written by Shusaku Tsumoto and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-05-24 with Computers categories.

This volume contains the papers selected for presentation at the 2nd International Workshop on Active Mining (AM 2003) which was organized in conjunction with the 14th International Symposium on Methodologies for Intelligent Systems (ISMIS 2003), held in Maebashi City, Japan, 28–31 October, 2003.

Database Systems For Advanced Applications

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Author : Yunmook Nah
language : en
Publisher: Springer Nature
Release Date : 2020-09-21

Database Systems For Advanced Applications written by Yunmook Nah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-21 with Computers categories.

The 4 volume set LNCS 12112-12114 constitutes the papers of the 25th International Conference on Database Systems for Advanced Applications which will be held online in September 2020. The 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions. The conference program presents the state-of-the-art R&D activities in database systems and their applications. It provides a forum for technical presentations and discussions among database researchers, developers and users from academia, business and industry.

Software Engineering For Multi Agent Systems Iii

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Author : Ricardo Choren
language : en
Publisher: Springer
Release Date : 2011-03-30

Software Engineering For Multi Agent Systems Iii written by Ricardo Choren and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-30 with Computers categories.

This book presents a coherent and well-balanced survey of recent advances in software engineering approaches to the design and analysis of realistic large-scale multi-agent systems (MAS). The chapters included are devoted to various techniques and methods used to cope with the complexity of real-world MAS. The power of agent-based software engineering is illustrated using examples that are representative of successful applications. The 16 thoroughly reviewed and revised full papers are organized in topical sections on agent methodologies and processes, requirements engineering and software architectures, modeling languages, and dependability and coordination. Most of the papers were initially presented at the 3rd International Workshop on Software Engineering for Large-Scale Multi-agent Systems, SELMAS 2004, held in Edinburgh, UK in May 2004 in association with ICSE 2004. Other papers were invited to complete coverage of all relevant aspects.

Research Methods In Vocabulary Studies

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Author : Philip Durrant
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2022-09-15

Research Methods In Vocabulary Studies written by Philip Durrant and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-15 with Language Arts & Disciplines categories.

Understanding vocabulary and its role in language learning is one of the central tasks of applied linguistic research. It is also an area that has seen, and continues to see, huge progress in terms of the complexity and diversity of work being done. While this makes for a rich and exciting research scene, it can also make the task of developing vocabulary research skills a daunting one as specialist subfields develop ever more sophisticated concepts and methods. This book aims to give readers an understanding of the area that is both detailed and rounded by introducing them to understanding and doing vocabulary research from four key perspectives: corpus linguistics, psycholinguistics, language testing, and teaching and learning. Within each area, a state-of-the-art review describes fundamental concepts and commonly used methods, evaluates ongoing methodological debates, and points to areas for future development. It aims both to give readers a solid grounding in the specialized methods and debates associated with each area and to build connections across these specializations, considering points of contact and ways in which they can work together.

The Semantic Web Iswc 2023

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Author : Terry R. Payne
language : en
Publisher: Springer Nature
Release Date : 2023-11-01

The Semantic Web Iswc 2023 written by Terry R. Payne and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-01 with Computers categories.

This book constitutes the proceedings of the 22nd International Semantic Web Conference, ISWC 2023, which took place in October 2023 in Athens, Greece. The 58 full papers presented in this double volume were thoroughly reviewed and selected from 248 submissions. Many submissions focused on the use of reasoning and query answering, witha number addressing engineering, maintenance, and alignment tasks for ontologies. Likewise, there has been a healthy batch of submissions on search, query, integration, and the analysis of knowledge. Finally, following the growing interest in neuro-symbolic approaches, there has been a rise in the number of studies that focus on the use of Large Language Models and Deep Learning techniques such as Graph Neural Networks.

Data Science And Emerging Technologies

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Author : Yap Bee Wah
language : en
Publisher: Springer Nature
Release Date : 2024-04-26

Data Science And Emerging Technologies written by Yap Bee Wah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-26 with Computers categories.

The book presents selected papers from International Conference on Data Science and Emerging Technologies (DaSET 2023), held online at UNITAR International University, Malaysia during December 4–5, 2023. This book presents current research and applications of data science and emerging technologies. The topics covered are artificial intelligence, big data technology, machine and deep learning, data mining, optimization algorithms, blockchain, Internet of Things (IoT), cloud computing, computer vision, cybersecurity, augmented and virtual reality, cryptography, and statistical learning.