Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Marian-Andrei Rizoiu

Interval-censored Hawkes processes


Apr 16, 2021
Marian-Andrei Rizoiu, Alexander Soen, Shidi Li, Leanne Dong, Aditya Krishna Menon, Lexing Xie


  Access Paper or Ask Questions

Graph modelling approaches for motorway traffic flow prediction


Jul 04, 2020
Adriana-Simona Mihaita, Zac Papachatgis, Marian-Andrei Rizoiu

* In 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC'20) (pp. 1--8). Rhodes, Greece (2020) 

  Access Paper or Ask Questions

Traffic congestion anomaly detection and prediction using deep learning


Jun 23, 2020
Adriana-Simona Mihaita, Haowen Li, Marian-Andrei Rizoiu

* arXiv admin note: substantial text overlap with arXiv:1907.06356 

  Access Paper or Ask Questions

Quantile Propagation for Wasserstein-Approximate Gaussian Processes


Feb 08, 2020
Rui Zhang, Christian J. Walder, Edwin V. Bonilla, Marian-Andrei Rizoiu, Lexing Xie


  Access Paper or Ask Questions

Motorway Traffic Flow Prediction using Advanced Deep Learning


Jul 17, 2019
Adriana-Simona Mihaita, Haowen Li, Zongyang He, Marian-Andrei Rizoiu

* Published in the Proceedings of the 22nd IEEE Intelligent Transportation Systems Conference (ITSC'19). Auckland, New Zealand 

  Access Paper or Ask Questions

Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting


May 29, 2019
Adriana-Simona Mihaita, Zheyuan Liu, Chen Cai, Marian-Andrei Rizoiu

* 12 pages, 10 figures, ITS World Congress 2019 

  Access Paper or Ask Questions

Sparse Gaussian Process Modulated Hawkes Process


May 25, 2019
Rui Zhang, Christian Walder, Marian-Andrei Rizoiu


  Access Paper or Ask Questions

Efficient Non-parametric Bayesian Hawkes Processes


Oct 13, 2018
Rui Zhang, Christian Walder, Marian-Andrei Rizoiu, Lexing Xie


  Access Paper or Ask Questions

Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks


Apr 10, 2018
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie


  Access Paper or Ask Questions

A Tutorial on Hawkes Processes for Events in Social Media


Oct 09, 2017
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie

* Some typos corrected and references added 

  Access Paper or Ask Questions

Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering


Jan 11, 2016
Young-Min Kim, Julien Velcin, Stéphane Bonnevay, Marian-Andrei Rizoiu


  Access Paper or Ask Questions

How to Use Temporal-Driven Constrained Clustering to Detect Typical Evolutions


Jan 11, 2016
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich

* Int. J. Artif. Intell. Tools 23, 1460013 (2014) [26 pages] 

  Access Paper or Ask Questions

Unsupervised Feature Construction for Improving Data Representation and Semantics


Dec 17, 2015
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich

* Journal of Intelligent Information Systems, vol. 40, iss. 3, pp. 501-527, 2013 

  Access Paper or Ask Questions

Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context


Dec 14, 2015
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich

* M.-A. Rizoiu, J. Velcin, and S. Lallich, "Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context," Intelligent Data Analysis, vol. 19, iss. 1, pp. 161-185, 2015 

  Access Paper or Ask Questions

CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forums


Apr 28, 2015
Marian-Andrei Rizoiu, Adrien Guille, Julien Velcin


  Access Paper or Ask Questions