* Denotes student co-author.
Journal Articles
M. H. Kapourchali and B. Banerjee. (2020) "State estimation via communication for monitoring", IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 4, Issue 6, pp. 786–793.
M. H. Kapourchali and B. Banerjee. (2018) "Unsupervised feature learning from time-series data using linear models", IEEE Internet of Things Journal, Vol. 5, Issue 5, pp. 3918-3926.
L. L. Mendel, S. Lee, M. Pousson, C. Patro, S. McSorley, B. Banerjee, S. Najnin and M. H. Kapourchali. (2017) "Corpus of deaf speech for acoustic and speech production research", Journal of the Acoustical Society of America, Vol. 142, No. 1, pp. EL102-EL107.
A. Shahbahrami, M. H. Kapourchali, M. Hosseini, M. Moradi, "Bank Customers’ Credit Scoring with the Combination of Data-Mining Algorithms", Journal of Information Engineering(JIEng), 2013.
Refereed Conference Proceedings
M. Lindemann*, K. DeMichele*, M. Heidari Kapourchali, M Heidari Kapourchali, Ch. Waigl, E. Trochim, L. Zhao. (2023) "Igniting Precision: Amplifying Wildfire Prediction in Diverse Regions via Teacher-Student Model Fusion", IEEE International Conference on Machine Learning and Applications. [Accepted] [Acceptance rate (full papers): 230/700=32.85%]
K. Tyrrell*, M. H. Kapourchali. (2023) "Unsupervised learning for exploring hidden structures in self-talk", IEEE International Conference on Wearable and Implantable Body Sensor Networks, October 9-11, Massachusetts Institute of Technology, Cambridge, MA. [Acceptance rate: 112/179= 62.57%]
B. Banerjee, M. H. Kapourchali, M. Baruah, M. Deb, K. Sakauye and M. Olufsen. (2021) "Synthesizing skeletal motion and physiological signals as a function of a virtual human’s actions and emotions", SIAM International Conference on Data Mining, April 29-May 1. [Acceptance rate 85/400=21.25%]
M. H. Kapourchali and B. Banerjee. (2020) "EPOC: Efficient perception via optimal communication", Thirty-Fourth AAAI Conference on Artificial Intelligence, February 7-12, New York, NY. [Acceptance rate 1591/7737=20.56%]
M. H. Kapourchali and B. Banerjee. (2019) "Learning environmental states via communication", Seventh Annual Conference on Advances in Cognitive Systems, August 2-5, Massachusetts Institute of Technology, Cambridge, MA.
M. H. Kapourchali and B. Banerjee. (2018) "Multiple heads outsmart one: A computational model for distributed decision making", CogSci 2018: 40th Annual Meeting of the Cognitive Science Society, July 25-28, Madison, WI.
B. Banerjee, M. H. Kapourchali, S. Najnin, L. L. Mendel, S. Lee, C. Patro and M. Pousson. (2016) "Inferring hearing loss from learned speech kernels", IEEE International Conference on Machine Learning and Applications, pp. 26-31, December 18-20, Anaheim, CA. [Acceptance Rate (Regular Papers): 24.69%]
S. Najnin, B. Banerjee, L. L. Mendel, M. H. Kapourchali, J. K. Dutta, S. Lee, C. Patro and M. Pousson. (2016) "Identifying hearing loss from learned speech kernels", INTERSPEECH, pp. 243-247, September 8-12, San Francisco, CA.
Extended Abstracts and Presentations
M. H. Kapourchali and B. Banerjee. (2020) "Personalized feature learning for detection of stereotypical motor movements in children with Autism", 14th Annual Autism Conference, February 23-25, Miami, FL.
M. H. Kapourchali and B. Banerjee. (2018) "A tensor based missing samples recovery for human movement acquisition", 15th International Conference on Wearable and Implantable Body Sensor Networks, March 4-7, Las Vegas, NV.
M. H. Kapourchali and B. Banerjee. (2018) "Tuning deep brain stimulation parameters: An adaptive and individualized approach", 15th International Conference on Wearable and Implantable Body Sensor Networks, March 4-7, Las Vegas, NV.
M. H. Kapourchali and B. Banerjee. (2016) "Analysis of clustering and sparse coding for feature learning from time-series", 15th Neural Computation and Psychology Workshop, August 8-9, Philadelphia, PA.
L. L. Mendel, B. Banerjee, C. Patro, S. Lee, M. Pousson, S. Najnin, J. K. Dutta and M. H. Kapourchali. (2016) "Tuning cochlear implants using patients’ speech production errors", XXXIII World Congress of Audiology, September 18-21, Vancouver, Canada.