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Soft cover. Condition: As New. 1st Edition. As New!! First Printing.
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Condition: Used. pp. 104.
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Condition: Used. pp. 104.
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Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
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US$ 36.57
US$ 13.34 shipping
Ships from United Kingdom to U.S.A.Quantity: 2 available
Add to basketPaperback. Condition: Brand New. 1st edition. 154 pages. 9.25x6.25x0.50 inches. In Stock.
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Condition: Used. pp. 104.
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Hypergraph Computation (Paperback)
Book 15 of 15: Artificial Intelligence: Foundations, Theory, and AlgorithmsLanguage: English
Published by Springer Verlag, Singapore, Singapore, 2023
ISBN 10: 9819901871 ISBN 13: 9789819901876
First Edition
Paperback. Condition: new. Paperback. 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 complexthan 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 thehigh-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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Condition: New. 1st ed. 2023 edition NO-PA16APR2015-KAP.
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Condition: New. pp. 154.
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View-based 3-D Object Retrieval (Computer Science Reviews and Trends)
Book 2 of 12: Computer Science Reviews and TrendsLanguage: English
Published by Morgan Kaufmann 2014-12-08, 2014
ISBN 10: 0128024194 ISBN 13: 9780128024195
US$ 33.32
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Add to basketPaperback. Condition: New.
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Learning-Based Local Visual Representation and Indexing (Computer Science Reviews and Trends)
Book 4 of 12: Computer Science Reviews and TrendsLanguage: English
Published by Morgan Kaufmann 2015-03-16, 2015
ISBN 10: 0128024097 ISBN 13: 9780128024096
US$ 35.60
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Add to basketPaperback. Condition: New.
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Condition: As New. Unread book in perfect condition.
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Condition: New. pp. 154.
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Condition: New. Brand New Original US Edition. Customer service! Satisfaction Guaranteed.
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Condition: New. pp. 154.
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Learning-Based Local Visual Representation and Indexing (Computer Science Reviews and Trends)
Book 4 of 12: Computer Science Reviews and TrendsSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 51.94
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Learning-based Local Visual Representation and Indexing
Book 4 of 12: Computer Science Reviews and TrendsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
US$ 49.31
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Add to basketCondition: New.
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Hypergraph Computation (Hardcover)
Book 15 of 15: Artificial Intelligence: Foundations, Theory, and AlgorithmsLanguage: English
Published by Springer Verlag, Singapore, Singapore, 2023
ISBN 10: 9819901847 ISBN 13: 9789819901845
First Edition
Hardcover. Condition: new. Hardcover. 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 complexthan 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 thehigh-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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Learning-Based Local Visual Representation and Indexing (Computer Science Reviews and Trends)
Book 4 of 12: Computer Science Reviews and TrendsLanguage: English
Published by Morgan Kaufmann 2015-03-16, 2015
ISBN 10: 0128024097 ISBN 13: 9780128024096
US$ 48.91
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Ships from United Kingdom to U.S.A.Quantity: 10 available
Add to basketPaperback. Condition: New.
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Hypergraph Computation (Artificial Intelligence: Foundations, Theory, and Algorithms)
Book 15 of 15: Artificial Intelligence: Foundations, Theory, and AlgorithmsSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 55.71
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Add to basketCondition: New. In.
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Condition: As New. Unread book in perfect condition.
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Learning-based Local Visual Representation and Indexing
Book 4 of 12: Computer Science Reviews and TrendsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
US$ 58.95
US$ 20.00 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: As New. Unread book in perfect condition.
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Hypergraph Computation
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 62.74
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Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New. In.
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Hypergraph Computation (Artificial Intelligence: Foundations, Theory, and Algorithms)
Book 15 of 15: Artificial Intelligence: Foundations, Theory, and AlgorithmsSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 69.77
US$ 15.98 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New. In.
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Hypergraph Computation
Book 15 of 15: Artificial Intelligence: Foundations, Theory, and AlgorithmsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
US$ 68.64
US$ 20.00 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New.
