Big data analysis in a geoinformatic problem of short-term traffic flow forecasting based on a k nearest neighbors method

• Published in: Kompʹûternaâ optika Vol. 42; no. 6; pp. 1101 - 1111
• Main Authors: Agafonov, A., Yumaganov, A., Myasnikov, V.
• Format: Journal Article
• Language: English; Russian
• Published: Samara National Research University 01.09.2018
• Subjects: k nearest neighbors; MapReduce; short-term forecasting; traffic flow
• ISSN: 0134-2452; 2412-6179
• DOI: 10.18287/2412-6179-2018-42-6-1101-1111

Accurate and timely information on the current and predicted traffic flows is important for the successful deployment of intelligent transport systems. These data play an essential role in traffic management and control. Using traffic flow information, travelers could plan their routes to avoid traf...