{"product_id":"connected-vehicles-traffic-prediction-emerging-gnn-methods-9783031845475","title":"Connected Vehicles Traffic Prediction: Emerging GNN Methods","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 180 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 30 April 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book delves into the problems and challenges faced in achieving improved performance in connected vehicles traffic flow prediction in intelligent connected transportation systems and provides an in-depth analysis of spatial-temporal feature extraction, global local spatial feature extraction, and fusion of external factors.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031845475\u003c\/p\u003e","brand":"Quan Shi,Yinxin Bao,Qinqin Shen,Zhenquan Shi,Ruifeng Gao","offers":[{"title":"Hardback","offer_id":47458688958714,"sku":"9783031845475","price":99.95,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1751063722757_book.jpg?v=1751095048","url":"https:\/\/shulphink.com\/products\/connected-vehicles-traffic-prediction-emerging-gnn-methods-9783031845475","provider":"Shulph Ink","version":"1.0","type":"link"}