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A data-driven personalized smart lighting recommender system


Apr 05, 2021
Atousa Zarindast, Jonathan Wood, Anuj Sharma


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Big Data application in congestion detection and classification using Apache spark


Jan 16, 2021
Atousa Zarindast, Anuj Sharma


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Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images


May 05, 2020
Tongge Huang, Pranamesh Chakraborty, Anuj Sharma


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The 4th AI City Challenge


Apr 30, 2020
Milind Naphade, Shuo Wang, David Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty

* Organization summary of the 4th AI City Challenge Workshop @ CVPR 2020 

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Deep Reinforcement Learning for Adaptive Traffic Signal Control


Nov 14, 2019
Kai Liang Tan, Subhadipto Poddar, Anuj Sharma, Soumik Sarkar

* ASME 2019 Dynamic Systems and Control Conference (DSCC), October 9-11, Park City, Utah, USA 

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Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions


May 31, 2019
Luis Riera, Koray Ozcan, Jennifer Merickel, Mathew Rizzo, Soumik Sarkar, Anuj Sharma

* 6 pages, 4 figures, 2 algorithms 

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LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms


Apr 20, 2019
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya

* 5 page JMLR library format, 4 figures. Library available as open source for download at: https://github.com/jmdvinodjmd/LIBS2ML 

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A deep learning based solution for construction equipment detection: from development to deployment


Apr 18, 2019
Saeed Arabi, Arya Haghighat, Anuj Sharma

* 17 pages, 16 figures, 6 tables 

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Modified online Newton step based on element wise multiplication


Apr 16, 2019
Charanjeet, Anuj Sharma


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Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning


Dec 26, 2018
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya


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