How Long to Read Hypergraph Computation

How Long Does it Take to Read Hypergraph Computation?

It takes the average reader 4 hours and 12 minutes to read Hypergraph Computation by Qionghai Dai

Assuming a reading speed of 250 words per minute. Learn more

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.

How long is Hypergraph Computation?

Hypergraph Computation by Qionghai Dai is 251 pages long, and a total of 63,001 words.

This makes it 85% the length of the average book. It also has 77% more words than the average book.

How Long Does it Take to Read Hypergraph Computation Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 44 minutes to read Hypergraph Computation aloud.

What Reading Level is Hypergraph Computation?

Hypergraph Computation is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Hypergraph Computation?

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