Journal Papers​​​

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• J.F.A. Ronicko, J. Thomas, P. Thangavel, V. Koneru, G. Langs, J. Dauwels, "Diagnostic classification of autism using resting-state fMRI data improves with full correlation functional brain connectivity compared to partial correlation", Journal of Neuroscience Methods 345, 108884, Nov 2020 (IF 2.93)  PDF​​

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• PA Karthick, KR Wan, ASA Qi, J Dauwels, NKK King, " Automated detection of subthalamic nucleus in deep brain stimulation surgery for Parkinson’s disease using microelectrode recordings and wavelet packet features", Journal of Neuroscience Methods 343, 108826, Sep 2020 (IF 2.93) PDF

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• ​J. Thomas, J. Jin, P. Thangavel, E. Bagheri, R. Yuvaraj, J. Dauwels, R. Rathakrishnan, J. J. Halford, S. S. Cash, and B. Westover, “Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks,” International Journal of Neural Systems, Vol. 30, No. 11, 2020 (IF 6.6)​ PDF

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• Y. Tahir, J. Dauwels, D. Thalmann, et al., “A User Study of a Humanoid Robot as a Social Mediator for Two-Person Conversations,” Int J of Soc Robotics 12, 1031–1044, 2020 (IF 5.126). PDF

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• J. Jing, A. Herlopian, I. Karakis, M. Ng, J.J. Halford, A. Lam, D. Maus, F. Chan, M. Dolatshahi, C.F. Muniz, C.Chu, V. Sacca, J. Pathmanathan, W. Ge, H. Sun, J. Dauwels, A.J. Cole, D.B. Hoch, S.S. Cash, M.B. Westover, “Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms”, JAMA neurology, Vol 77, Pages 103-108, Jan 2020 (IF 12.321).

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• J. Jing, H. Sun, J.A. Kim, A. Herlopian, I. Karakis, M. Ng, J.J. Halford, D. Maus, F. Chan, M. Dolatshahi, C. Muniz, C. Chu, V. Sacca, J. Pathmanathan, W. Ge, J. Dauwels, A. Lam, A. J. Cole, S. S. Cash, M.B. Westover, “Development of expert-level automated detection of epileptiform discharges during electroencephalogram interpretation”, JAMA neurology, Vol 77, Pages 49-57, Jan 2020 (IF 12.321).​

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• S. Neogi, M. Hoy, D. Kang, H. Yu, and J. Dauwels, “Context Model for Pedestrian Intention Prediction using Factored Latent-Dynamic Conditional Random Fields," IEEE Trans Intelligent Transportation Systems, June 2020 (IF: 7.9). PDF

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• R. Ramasamy Pandi, S.G. Ho, S. Nagavarapu, T. Tripathy, and J. Dauwels,  "Disruption Management for Dial-A-Ride Systems," IEEE Intelligent Transportation Systems Magazine, 12 (4), 219-234, 2020 (IF: 5.744). PDF

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• H. Yu, S. Wu, L.Xin,  J. Dauwels, “Fast Bayesian Inference of Sparse Networks with Automatic Sparsity Determination,” Journal of Machine Learning Research 21, 1-54, 2020 (IF 4.091). PDF

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Conference Papers​​​

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• S. S. Rampalli, P. Mehta, P. Vyas, Shashwat and J. Dauwels, "Redesigning infrastructure for autonomous vehicles and evaluating its impact on traffic," 2020 Forum on Integrated and Sustainable Transportation Systems (FISTS), pp. 242-246, 2020, Delft, Netherlands.

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• T. Prasanth et al., "Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands," 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 3703-3706, 2020, Montreal, Quebec, Canada.

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• A. Piazzoni, J. Cherian, M. Slavik, and J. Dauwels, “Modeling Perception Errors towards Robust Decision Making in Autonomous Vehicles,” Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), 2020, Yokohama, Japan.

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• R. Zhang, A. Prokhorchuk and J. Dauwels, "Deep Reinforcement Learning for Traveling Salesman Problem with Time Windows and Rejections," 2020 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2020, Glasgow, United Kingdom.

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• S. Wu, H. Yu and J. Dauwels, "Primal-Dual Stochastic Subgradient Method For Log-Determinant Optimization," ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3117-3121, 2020, Barcelona, Spain.

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Book Chapters​

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• A. Abraham, N.T. Tangirala, P. Vyas, A. Choudhury, J. Dauwels, "Design of Platoon Controller with V2V Communication for Highways", Chapter 4, Augmented Intelligence Toward Smart Vehicular Applications​, Taylor&Francis Group, 2020

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• P. Mehta, P. Vyas, A. Abraham, S.S. Rampalli, M. Usman, S. Shashwat, J. Dauwels, "Using Computer Simulations for Quantifying Impact of Infrastructure Changes for Autonomous Vehicles", Chapter 5, Augmented Intelligence Toward Smart Vehicular Applications, Taylor&Francis Group, 2020

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• A. Choudhury, T. Maszczyk, C.B. Math, H. Li, J. Dauwels, "A Comprehensive Simulation Environment for Testing the Applications of a V2X Infrastructure",  Chapter 6, Augmented Intelligence Toward Smart Vehicular Applications, Taylor&Francis Group, 2020​​​