I am interested in developing machine learning algorithm in the context of large scale data mining.
D. Das, J. Ito, T. Kadowaki, K. Tsuda, An interpretable machine learning model for diagnosis of Alzheimer's disease, PeerJ, 7, e6543, 2019.
Diptesh Das, Atsuhiro Takasu, "Trajectory Data Mining using Deep Neural Network" in proc. of the 6th International Workshop on Mobile Entity Localization, Tracking and Analysis (ACM SIGSPATIAL Workshop - MELT 2016), San Francisco Bay Area, CA, USA, October 31- November 03, 2016
Sinharay, Arijit, Aniruddha Sinha, Diptesh Das, and Debatri Chatterjee. "SELECTION OF ELECTROENCEPHALOGRAPHY (EEG) CHANNELS VALID FOR DETERMINING COGNITIVE LOAD OF A SUBJECT." U.S. Patent 20,160,128,593, issued May 12, 2016.
Identification of people using multiple skeleton recording devices, K Chakravarty, A Sinha, D Das, R Banerjee, A Konar, S Dutta, US Patent 9,208,376 (GRANTED) https://www.google.com/patents/US9208376
Dynamir: Optical Manipulations Using Dynamic Mirror Brushes
Berthaut Florent, Sahoo Deepak, Ranjan, McIntosh Jess, Das Diptesh, Subramanian Sriram
ITS '15 Proceedings of the 2015 International Conference on Interactive Tabletops & Surfaces, 55-58,ACM New York, NY, USA ©2015
Method and system for implementation of an interactive television application, D Das, A Ghose, P Sinha, P Biswas, US Patent 9,185,462 (GRANTED) https://www.google.com/patents/US9185462
A. Sinha, D. Chatterjee, D. Das and A. Sinharay, "Analysis of Cognitive Load -- Importance of EEG Channel Selection for Low Resolution Commercial EEG Devices," Bioinformatics and Bioengineering (BIBE), 2014 IEEE International Conference on, Boca Raton, FL, 2014, pp. 341-348.
R. Das, D. Chatterjee, D. Das, A. Sinharay and A. Sinha, "Cognitive load measurement - A methodology to compare low cost commercial EEG devices," Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on, New Delhi, 2014, pp. 1188-1194.
A. Sinha, D. Das, K. Chakravarty, A. Konar and S. Dutta, Kinect based people identification system using fusion of clustering and classification, " Computer Vision Theory and Applications (VISAPP), 2014 International Conference on, Lisbon, Portugal, 2014, pp. 171-179.
D. Das, D. Chatterjee and A. Sinha, "Unsupervised approach for measurement of cognitive load using EEG signals," Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on, Chania, 2013, pp. 1-6.
D. Das, A. Sinha, K. Chakravarty and A. Konar, "Stabilization of cluster centers over fuzziness control parameter in component-wise Fuzzy c-Means clustering," Fuzzy Systems (FUZZ), 2013 IEEE International Conference on, Hyderabad, 2013, pp. 1-8.
K. Chakravarty, D. Das, A. Sinha and A. Konar, "Feature selection by Differential Evolution algorithm - A case study in personnel identification," 2013 IEEE Congress on Evolutionary Computation, Cancun, 2013, pp. 892-899.
Avik Ghose, Chirabrata Bhaumik, Diptesh Das, and Amit Kumar Agrawal. 2012. Mobile healthcare infrastructure for home and small clinic. In Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare (MobileHealth '12). ACM, New York, NY, USA, 15-20.
C Bhaumik, A Agrawal, S Adak, A Ghose, D Das. Sensor observation service based medical instrument integration, SMART' 2012.
D. Das, P. Sinha, A. Ghose and C. Bhaumik, "An interactive system using digital broadcasting and Quick Response code," Consumer Electronics (ISCE), 2011 IEEE 15th International Symposium on, Singapore, 2011, pp. 397-400.
C. Bhaumik P.Sinha, A. Ghose, D. Das, Crowd sourced tagging of objects tracked on TV, International Broadcasting Conference 2011, Amsterdam