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> 2018

Journal Papers

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  • B. Ghosh,M.T. Asif,J. Dauwels,U. Fastenrath,H. Guo, "Dynamic Prediction of the Incident Duration Using Adaptive Feature Set", IEEE Transactions on Intelligent Transportation Systems, Nov 2018 PDF
     

  • P. Gupta, T. T. T. Zan, M. Wang, J. Dauwels, A. Ukil, "Leak detection in low-pressure gas distribution networks by probabilistic methods", Journal of Natural Gas Science and Engineering, October 2018, vol 58, pp 69-79 (IF: 2.803) 
     

  • P. Gupta, T. T. T. Zan,  J. Dauwels, A. Ukil, "Flow Based Estimation and Comparative Study of Gas Demand Profile for Residential Units in Singapore", IEEE Transactions on Sustainable Energy, July 2018, doi: 10.1109/TSTE.2018.2861821. (IF: 6.235). 
     

  • T. T. T. Zan, P. Gupta, M. Wang, J. Dauwels, A. Ukil, "Multi-Objective Optimal Sensor Placement for Low-Pressure Gas Distribution Networks", IEEE Sensors Journal, June 2018, vol. 18:16, pp. 6660-6668 (IF: 2.617)
     

  • M. Wang, L.L.S. Ong, J. Dauwels, H. H. Asada, "Multicell migration tracking within angiogenic networks by deep learning-based segmentation and augmented Bayesian filtering", Journal of Medical Imaging, June 2018,  Volume: 5, Issue: 2, DOI: 10.1117/1.JMI.5.2.024005.
     

  • Y. Tahir, J. Dauwels, D. Thalmann, N. M. Thalmann, "A User Study of a Humanoid Robot as a Social Mediator for Two-Person Conversations", International Journal of Social Robotics, April 2018, doi: 10.1007/s12369-018-0478-3 (IF: 2.009).
     

  • Z. Yang, N. A. A. Rashid, Y. F. Quek, M. Lam, Y. M. See, Y. Maniam, J. Dauwels, B. L. Tan, J. C. K. Lee, "Montreal Cognitive Assessment as a screening instrument for cognitive impairments in schizophrenia", Schizophrenia Research, March 2018, vol. 199, pp. 58-63, doi: 10.1016/j.schres.2018.03.008 (IF: 3.958). 

 

Conference Papers​

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  • S. Basu, Y. H. V. Chua, M. W. Lee, W. G. Lim, T. Maszczyk, Z. Guo, J. Dauwels, "Towards a data-driven behavioral approach to prediction of insider-threat", International Workshop on Big Data Analytics for Cyber Threat Hunting (CyberHunt 2018), 10 - 14  December 2018, Seattle, WA PDF​

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  • A. James, M. Kashyap, Y. H. V. Chua, T. Maszczyk, J. Dauwels, R. Bull, A. Moreno-Núñez, "Inferring the Climate in Classrooms from Audio and Video Recordings: A Machine Learning Approach", International Conference on Teaching, Assessment and Learning for Engineering 2018 (IEEE TALE2018),  4 - 7  December 2018, Wollongong, Australia PDF​

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  • NT. Tangirala, A. Abraham, A. Choudhury, P. Vyas, R. Zhang, J. Dauwels, "Analysis of Packet drops and Channel Crowding in Vehicle Platooning using V2X communication", IEEE Symposium Series on Computational Intelligence (SSCI-2018), 18-21 Nov 2018 , Bangalore, India PDF
     

  • R. Zhang, A. Abraham, S. Dasgupta, J. Dauwels, "Constrained Model Predictive Control using Kinematic Model of Vehicle Platooning in VISSIM Simulator", 15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018), November 18-21, 2018, Marina Bay Sands, Singapore. PDF

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  • S. Xu, Z. Yang, D. Chakraborty, Y. Tahir, T. Maszczyk, Y. H. V. Chua, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Automatic Verbal Analysis of Interviews with Schizophrenic Patients", 2018 23rd International Conference on Digital Signal Processing (DSP), 19 - 21 November 2018, Shanghai, China PDF​
     

  • R.R. Pandi, S.G. Ho, S.C.Nagavarapu, J.Dauwels, "Deterministic Annealing for Depot Optimization: Applications to Dial-a-ride Problems", IEEE Symposium series on computational intelligence (SSCI-2018), 18-21 Nov 2018, Bangalore, India PDF
     

  • R.R. Pandi, S.G. Ho, S.C.Nagavarapu, T.Tripathy, J.Dauwels, "GPU-Accelerated Tabu Search Algorithm for Dial-a-ride Problem", 21st IEEE Intelligent Transportation Systems Conference (ITSC), 04-07 Nov 2018, Maui Hawaii, USA.
     

  • S.G. Ho, H.W. Koh, R.R. Pandi, S.C.Nagavarapu, J.Dauwels, "Solving Time-dependent Dial-a-ride Problem using Greedy Ant Colony Optimization", 21st IEEE Intelligent Transportation Systems Conference (ITSC), 04-07 Nov 2018, Maui Hawaii, US
     

  • B. Ghosh, Y. Zhu, J. Dauwels, "Effectiveness of VMS Messages in Influencing the Motorists' Travel Behaviour", 2018 21st IEEE Intelligent Transportation Systems Conference (ITSC), 4-7 Nov 2018, Maui Hawaii, USA.

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  • D. Chakraborty, S. Xu, Z. Yang, Y. H. V. Chua, Y. Tahir, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Prediction of Negative Symptoms of Schizophrenia from Objective Linguistic, Acoustic and Non-verbal Conversational Cues", 3 - 5 October 2018 International Conference on Cyberworlds (CW), Singapore PDF​
     

  • I.Gupta, S.C. Narasimman, S. R. Ravula, L. Wang, J. Dauwels, A. Ukil, "Implementation of a Cost Effective Gas Pipeline Monitoring System for Water Ingress Detection," 2018 IEEE 39th Sarnoff Symposium, September 24-25, 2018, Newark, NJ.
     

  • S.G. Ho, S.C.Nagaravapu, R.R. Pandi, J.Dauwels, "An Improved Tabu Search Heuristics for Static Dial-a-ride Problem", 25th Intelligent Transport Systems World Congress (ITSWC), 17-21 Sep 2018, Copenhagen, Denmark
     

  • S.G. Ho, R.R. Pandi, S.C.Nagaravapu, J.Dauwels, "Multi-Atomic Annealing Heuristic for the Dial-a-ride Problem", IEEE International Conference on Service operations, logistics and informatics (SOLI-2018), 31 Jul - 02 Aug 2018, Furama RiverFront, Singapore
     

  • J. Thomas,  L. Comoretto, J. Jing, J. Dauwels, S. S. Cash, M.B. Westover, "EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection", 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), July 17-21 2018, Honululu, Hawaii
     

  • A. Chowdhury, G. Kulandaivelu, V.R. Aparow, T.H. Webster, N. de Boer, J.Dauwels, "A comprehensive simulation platform for testing Autonomous Vehicles", 14th International Symposium on Advanced Vehicle Control, 16-20 July 2018, Shanghai, China
     

  • J. Jing, E. d'Angremont, S. Zafar, E. S. Rosenthal, M. Tabaeizadeh, S. Ebrahim, J. Dauwels, M. B. Westover, "Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns", 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), July 17-21 2018, Honululu, Hawaii

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  • A. James, Y. H. V. Chua, T. Maszczyk, J. Dauwels, R. Bull, K. Lee, A. Moreno-Núñez, "Automated Classification of Classroom Climate by Audio Analysis", International Workshop on Spoken Dialog System Technology 2018 (IWSDS 2018), 14 - 16 May 2018, Singapore PDF ​

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  • S. Xu, Z. Yang, D. Chakraborty, Y. Tahir, T. Maszczyk, Y. H. V. Chua, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Automated Lexical Analysis of Interviews with Schizophrenic Patients", International Workshop on Spoken Dialog System Technology 2018 (IWSDS 2018)​, May 14 - 16 2018,  Singapore PDF
     

  • E. Bagheri, J. Jing, J. Dauwels, S. Cash, and M.B. Westover, "Classifier cascade to aid in detection of epileptiform transients in interictal EEG", 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 15-20 April 2018, Calgary, Canada

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