{"product_id":"graph-data-mining-qi-xuan-9789811626081","title":"Graph Data Mining: Algorithm, Security and Application","description":"Chapter 1. Information Source Estimation with Multi-Channel Graph Neural Network.- Chapter 2. Link Prediction based on Hyper-Substructure Network.- Chapter 3. Broad Learning Based on Subgraph Networks for Graph Classification.- Chapter 4. Subgraph Augmentation with Application to Graph Mining.- 5. Adversarial Attacks on Graphs: How to Hide Your Structural Information.- Chapter 6. Adversarial Defenses on Graphs: Towards Increasing the Robustness of Algorithms.- Chapter 7. Understanding Ethereum Transactions via Network Approach.- Chapter 8. Find Your Meal Pal: A Case Study on Yelp Network.- Chapter 9. Graph convolutional recurrent neural networks: a deep learning framework for traffic prediction.- Chapter 10. Time Series Classification based on Complex Network.- Chapter 11. Exploring the Controlled Experiment by Social Bots.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Qi Xuan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9811626081\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789811626081\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/16\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 243\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.19lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.63d","brand":"Qi Xuan","offers":[{"title":"Hardcover","offer_id":44127637799167,"sku":"9789811626081","price":199.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_895121bf-2f5e-4dcf-9829-a7193bfa8d87.jpg?v=1687454398","url":"https:\/\/www.whiterainbookhouse.com\/products\/graph-data-mining-qi-xuan-9789811626081","provider":"WR Book House","version":"1.0","type":"link"}