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Hypergraph Computation

Hypergraph Computation PDF Author: Qionghai Dai
Publisher: Springer Nature
ISBN: 9819901855
Category : Computers
Languages : en
Pages : 251

Book Description
This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particularly suitable for handling relational learning tasks. In many real-world problems, however, relationships among the objects of our interest are more complex than pair-wise. Naively squeezing the complex relationships into pairwise ones will inevitably lead to loss of information which can be expected valuable for learning tasks. Hypergraph, as a generation of graph, has shown superior performance on modelling complex correlations compared with graph. Recent years have witnessed a great popularity of researches on hypergraph-related AI methods, which have been used in computer vision, social media analysis, etc. We summarize these attempts as a new computing paradigm, called hypergraph computation, which is to formulate the high-order correlations underneath the data using hypergraph, and then conduct semantic computing on the hypergraph for different applications. The content of this book consists of hypergraph computation paradigms, hypergraph modelling, hypergraph structure evolution, hypergraph neural networks, and applications of hypergraph computation in different fields. We further summarize recent achievements and future directions on hypergraph computation in this book.

Hypergraph Computation

Hypergraph Computation PDF Author: Qionghai Dai
Publisher: Springer Nature
ISBN: 9819901855
Category : Computers
Languages : en
Pages : 251

Book Description
This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particularly suitable for handling relational learning tasks. In many real-world problems, however, relationships among the objects of our interest are more complex than pair-wise. Naively squeezing the complex relationships into pairwise ones will inevitably lead to loss of information which can be expected valuable for learning tasks. Hypergraph, as a generation of graph, has shown superior performance on modelling complex correlations compared with graph. Recent years have witnessed a great popularity of researches on hypergraph-related AI methods, which have been used in computer vision, social media analysis, etc. We summarize these attempts as a new computing paradigm, called hypergraph computation, which is to formulate the high-order correlations underneath the data using hypergraph, and then conduct semantic computing on the hypergraph for different applications. The content of this book consists of hypergraph computation paradigms, hypergraph modelling, hypergraph structure evolution, hypergraph neural networks, and applications of hypergraph computation in different fields. We further summarize recent achievements and future directions on hypergraph computation in this book.

Hypergraph Theory

Hypergraph Theory PDF Author: Alain Bretto
Publisher: Springer Science & Business Media
ISBN: 3319000802
Category : Mathematics
Languages : en
Pages : 129

Book Description
This book provides an introduction to hypergraphs, its aim being to overcome the lack of recent manuscripts on this theory. In the literature hypergraphs have many other names such as set systems and families of sets. This work presents the theory of hypergraphs in its most original aspects, while also introducing and assessing the latest concepts on hypergraphs. The variety of topics, their originality and novelty are intended to help readers better understand the hypergraphs in all their diversity in order to perceive their value and power as mathematical tools. This book will be a great asset to upper-level undergraduate and graduate students in computer science and mathematics. It has been the subject of an annual Master's course for many years, making it also ideally suited to Master's students in computer science, mathematics, bioinformatics, engineering, chemistry, and many other fields. It will also benefit scientists, engineers and anyone else who wants to understand hypergraphs theory.

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 PDF Author: Marius George Linguraru
Publisher: Springer Nature
ISBN: 3031720695
Category :
Languages : en
Pages : 819

Book Description


Theory and Applications of Models of Computation

Theory and Applications of Models of Computation PDF Author: T.V. Gopal
Publisher: Springer
ISBN: 3319559117
Category : Mathematics
Languages : en
Pages : 722

Book Description
This book constitutes the refereed proceedings of the 14th Annual Conference on Theory and Applications of Models of Computation, TAMC 2017, held in Bern, Switzerland, in April 2017. The 45 revised full papers presented together with 4 invited papers were carefully reviewed and selected from 103 submissions. The main themes of TAMC 2017 have been computability, computer science logic, complexity, algorithms, and models of computation and systems theory.

Applied Pattern Recognition

Applied Pattern Recognition PDF Author: Horst Bunke
Publisher: Springer
ISBN: 3540768319
Category : Technology & Engineering
Languages : en
Pages : 251

Book Description
A sharp increase in the computing power of modern computers has triggered the development of powerful algorithms that can analyze complex patterns in large amounts of data within a short time period. Consequently, it has become possible to apply pattern recognition techniques to new tasks. The main goal of this book is to cover some of the latest application domains of pattern recognition while presenting novel techniques that have been developed or customized in those domains.

Parallel Computing Technologies

Parallel Computing Technologies PDF Author: Viktor Ė Malyškin
Publisher: Springer Science & Business Media
ISBN: 3642231772
Category : Computers
Languages : en
Pages : 512

Book Description
This book constitutes the proceedings of the 11th International Conference on Parallel Computing Technologies, PaCT 2011, held in Kazan, Russia on September 19-23, 2011. The 44 full papers presented together with 2 invited papers were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on models and languages, cellular automata, parallel programming tools and support, and applications.

Web Information Systems Engineering – WISE 2022

Web Information Systems Engineering – WISE 2022 PDF Author: Richard Chbeir
Publisher: Springer Nature
ISBN: 3031208919
Category : Computers
Languages : en
Pages : 658

Book Description
This book constitutes the proceedings of the 23nd International Conference on Web Information Systems Engineering, WISE 2021, held in Biarritz, France, in November 2022. The 31 full, 13 short and 3 demo papers were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: Social Media, Spatial & Temporal Issues, Query Processing & Information Extraction, Architecture and Performance, Graph Data Management, Security & Privacy, Information Retrieval & Text Processing, Reinforcement Learning, Learning & Optimization, Spatial Data Processing, Recommendation, Neural Networks, and Demo Papers.

"Algorithmic and Computational Complexity Issues of MONET

Author: Matthias Hagen
Publisher: Cuvillier Verlag
ISBN: 3867278261
Category :
Languages : en
Pages : 161

Book Description


High Performance Computing – HiPC 2005

High Performance Computing – HiPC 2005 PDF Author: David A. Bader
Publisher: Springer
ISBN: 3540324275
Category : Computers
Languages : en
Pages : 576

Book Description
This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing, HiPC 2005, held in Goa, India in December 2005. The 50 revised full papers presented were carefully reviewed and selected from 362 submissions. After the keynote section and the presentation of the 2 awarded best contributions the papers are organized in topical sections on algorithms, applications, architecture, systems software, communication networks, and systems and networks.

Combinatorial Scientific Computing

Combinatorial Scientific Computing PDF Author: Uwe Naumann
Publisher: CRC Press
ISBN: 1439827362
Category : Computers
Languages : en
Pages : 584

Book Description
Combinatorial Scientific Computing explores the latest research on creating algorithms and software tools to solve key combinatorial problems on large-scale high-performance computing architectures. It includes contributions from international researchers who are pioneers in designing software and applications for high-performance computing systems