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Will there be a construction? Predicting road constructions based on heterogeneous spatiotemporal data


Sep 14, 2022
Amin Karimi Monsefi, Sobhan Moosavi, Rajiv Ramnath

* In Proceedings of the 30th ACM SIGSPATIAL, International Conference on Advances in Geographic Information Systems (2022) [accepted as a short paper] 

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Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning


Dec 31, 2021
Xiang Li, Dong Li, Ruoming Jin, Gagan Agrawal, Rajiv Ramnath


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Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification


Feb 11, 2021
Sobhan Moosavi, Pravar D. Mahajan, Srinivasan Parthasarathy, Colleen Saunders-Chukwu, Rajiv Ramnath

* 12 pages, research on driving style representation 

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Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization


Nov 11, 2019
Manirupa Das, Juanxi Li, Eric Fosler-Lussier, Simon Lin, Soheil Moosavinasab, Steve Rust, Yungui Huang, Rajiv Ramnath

* 8 pages, 4 figures, 1 table 

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Towards Successful Social Media Advertising: Predicting the Influence of Commercial Tweets


Oct 28, 2019
Renhao Cui, Gagan Agrawal, Rajiv Ramnath


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Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation


Oct 22, 2019
Manirupa Das, Zhen Wang, Evan Jaffe, Madhuja Chattopadhyay, Eric Fosler-Lussier, Rajiv Ramnath

* 8 pages, 1 figure, 6 tables, added additional references to end of section 2.1, removed graphics from referenced works, added to argument in section 2.3 corrected typos, results unchanged 

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Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Neural Domain Adaptation


Oct 18, 2019
Manirupa Das, Zhen Wang, Evan Jaffe, Madhuja Chattopadhyay, Eric Fosler-Lussier, Rajiv Ramnath

* 8 pages, 4 figures, 6 tables 

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Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights


Sep 19, 2019
Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Radu Teodorescu, Rajiv Ramnath

* In Proceedings of the 27th ACM SIGSPATIAL, International Conference on Advances in Geographic Information Systems (2019). arXiv admin note: substantial text overlap with arXiv:1906.05409 

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Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model


Jul 10, 2019
Renhao Cui, Gagan Agrawal, Rajiv Ramnath


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Discovery of Driving Patterns by Trajectory Segmentation


Apr 23, 2018
Sobhan Moosavi, Arnab Nandi, Rajiv Ramnath

* Accepted in the 3rd PhD workshop, ACM SIGSPATIAL 2016 

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