61 citations · 89 across the 4 of their papers we have counts for
5 papers
Motorway Traffic Flow Prediction using Advanced Deep Learning
Adriana-Simona Mihaita, Haowen Li, Zongyang He +1
Congestion prediction represents a major priority for traffic management centres around the world to ensure timely incident response handling. The increasing amounts of generated t…
Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting
Adriana-Simona Mihaita, Zheyuan Liu, Chen Cai +1
Predicting traffic incident duration is a major challenge for many traffic centres around the world. Most research studies focus on predicting the incident duration on motorways ra…
A Tutorial on Hawkes Processes for Events in Social Media
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra +1
This chapter provides an accessible introduction for point processes, and especially Hawkes processes, for modeling discrete, inter-dependent events over continuous time. We start…
Online Popularity under Promotion: Viral Potential, Forecasting, and the Economics of Time
Marian-Andrei Rizoiu, Lexing Xie
Modeling the popularity dynamics of an online item is an important open problem in computational social science. This paper presents an in-depth study of popularity dynamics under…
CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forums
Marian-Andrei Rizoiu, Adrien Guille, Julien Velcin
We present CommentWatcher, an open source tool aimed at analyzing discussions on web forums. Constructed as a web platform, CommentWatcher features automatic mass fetching of user…