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Publications:

	M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali, M. Shoyaib , "A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data", Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore , 2020
	P. Roy, S. Sharmin, A.A. Ali, M. Shoyaib , "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies", Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore , 2020
	S. Mahmud, M.T.H Tonmoy, K.K. Bhaumik, AKM Rahman, M.A. Amin, M. Shoyaib, A.H.K and A.A. Ali , "Human Activity Recognition from Wearable Sensor Data using Self-Attention", 24th European Conference on Artificial Intelligence (ECAI), Spain , 2020
	J Anowar, A.A. Ali and M.A. Amin , "A Low-Cost Wearable Rehabilitation Device", 12th International Conference on Computer and Automation Engineering (ICCAE 2020), Australia , 2020
	A.B.S Nayeem, A Sarkar, A.A Ali, M.A. Amin, A.K.M Rahman , "LULC Segmentation of RGB Satellite Image Using FCN-8", 3rd SLAAI International Conference on Artificial Intelligence, Sri Lanka , 2019
	N. Sadman, A. Sadmanee, M.I. Tanveer, M.A. Amin, A.A. Ali , "Intrinsic Evaluation of Bangla Word Embeddings", International Conference on Bangla Speech and Language Processing(ICBSLP), Sylhet, Bangladesh, 27-28 September , 2019
	Arif, Abdullah Omar, Sabah Ashraf, AKM Mahhubur Rahman, M Ashraful Amin, Amin Ahsan Ali , "A Comparative Study on Disaster Detection from Social Media Images using Deep Learning", Global AI Congress, Kolkata, India , 2019
	MD Sazzad Hossain, Amin Ahsan Ali, M Ashraful Amin , "Eye-Gaze to Screen Location Mapping for UI Evaluation of Webpages", 3rd International Conference on Graphics and Signal Processing, Hong Kong , 2019
	M.N. Hoque, M. Mahbub, M.H. Tarek, L.N. Lata, A.A. Ali , "Nurse Care Activity Recognition: A GRU-based approach with attention mechanism", HASCA 2019: 7th International Workshop on Human Activity Sensing Corpus and Applications in conjunction with ACM UbiComp, London, UK , 2019
	M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali, M. Shoyaib , "Can a Simple Approach Identify Complex Nurse Care Activity?", HASCA 2019: 7th International Workshop on Human Activity Sensing Corpus and Applications in conjunction with ACM UbiComp, London, UK , 2019
	P.S. Akash, M.E. Kadir, A.A. Ali, M. Shoyaib , "A new splitting criterion for Decision tree using Hellinger distance", 28th International Joint Conference on Artificial Intelligence, Macao, China, August 10-16 , 2019
	M. E. Kadir, P. S. Akash, A. A. Ali, M. Shoyaib and Z. Begum , "Evidential SVM for binary classification", 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), Dhaka, Bangladesh, May 3-5 , 2019
	M. N. Haque, M.T.H. Tonmoy, S. Mahmud, A. A. Ali, M.A.H. Khan and M. Shoyaib , "GRU-based Attention Mechanism for Human Activity Recognition", 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), Dhaka, Bangladesh, May 3-5 , 2019
	Sadia Sharmin, Mohammad Shoyaib, Amin Ahsan Ali, Muhammad Asif Hossain Khan, and Oksam Chae , "Simultaneous Feature Selection and Discretization based on Mutual Information", Pattern Recognition, vol 91, 2019, pp 162-174, Elsevier , 2019
	P. Akash, M. Kadir, A. Ali, M.Tawhid, M. Shoyaib , "Introducing Confidence as a Weight in Random Forest", International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST), Dhaka , 2019
	M. Rahman, M. Shuvo, M. Zaber, A. Ali , "Traffic Pattern Analysis from GPS Data: A Case Study of Dhaka City", IEEE International Conference on Electronics, Computing and Communication Technologies (IEEE CONECCT), Bangalore, India , 2018
	S. Islam, A. Ali, M. Zaber , "A Smart Grid Prerequisite: Survey on Electricity Demand Forecasting Models and Scope Analysis of Demand Forecasting in Bangladesh", IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC), Dhaka, Bangladesh [Best paper award] , 2017
	S. Sharmin, F. Aktar, A. Ali, M. Khan, M. Shoyaib , "BFSp: A feature selection method for bug severity classification", IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10-HTC), Dhaka, Bangladesh , 2017
	M. Sayed, M. Rahman, M. Zaber, A. Ali , "Understanding Dhaka City Traffic Intensity and Traffic Expansion Using Gravity Model", 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh , 2017
	M. Sayed, M. Zaber, A. Ali, P. Mosharaf , "Enumerating the obstacles of accelerating the use of digital classroom: Lessons from Bangladesh", Communication Policy Research South, Yangon, Myanmar , 2017
	D. Chaki, M. Zaber, A. Ali , "Understanding Complex Social Network of Government Officials in Decision Making", Communication Policy Research South, Yangon, Myanmar , 2017
	S. Sharmin, A. Ali, M. A. Hossain, M. Shoyaib , "Feature Selection and Discretization based on Mutual Information", IEEE International Conference on Image, Vision and Pattern Recognition, Dhaka, Bangladesh [Best paper award] , 2017
	S. Saha, A. Mahmud, A. Ali, M. A. Amin , "Classifying Digital X-ray images into Different Human Body Parts", 5th International Conference on Information, Electronics and Vision, Dhaka, Bangladesh , 2016
	E. Hossain, S. M. S. Islam, A. Ali, M. A. Amin , "Fish Activity Tracking and Species Identification in Underwater Video", 5th International Conference on Information, Electronics and Vision, Dhaka, Bangladesh , 2016
	S. Debnath, P. P. Roy, A. Ali, M. A. Amin , "Identification of Bird Species from their Singing", 5th International Conference on Information, Electronics and Vision, Dhaka, Bangladesh , 2016
	N. Saleheen, A. Ali, S. Hossain, H. Sarker, S. Chaterjee, B. Marlin, E. Ertin, M. al'Absi, S. Kumar , "puffMarker: A Multi-Sensor Approach for Pinpointing the Timing of First Lapse in Smoking Cessation", ACM UbiComp, Osaka, Japan , 2015
	A Kennedy, D Epstein, M Jobes, K Phillips, D Agage, M Tyburski, A Ali,  R Bari,  S Hossain, K Hovsepian,  M Rahman,  E Ertin, S Kumar, K Preston , "Continuous In-The-Field Measurement of Heart Rate: Correlates of Drug Use, Craving, Stress, and Mood in Polydrug Users", Drug and Alcohol Dependence, vol.151, Elsevier , 2015
	S. Vhaduri, A. Ali, M. Sharmin, K. Hovsepian, and S. Kumar , "Estimating Drivers’ Stress from GPS Traces", Automotive UI, , 2014
	M. Rahman, R. Bari, A. Ali, M. Sharmin, A. Raij, K. Hovsepian, S. Hossain, E. Ertin, A. Kennedy, D. Epstein, K. Preston, M. Jobes, S. Kedia, K. Ward, M. al’Absi, and S. Kumar , "Are We There Yet? Feasibility of Continuous Stress Assessment via Wireless Physiological Sensors", ACM BCB, , 2014
	H. Sarker, M. Sharmin, A. Ali, M. Rahman, R. Bari, M. Hossain, and S. Kumar , "Assessing the Availability of Users to Engage in Just-in-Time Intervention in the Natural Environment", ACM UbiComp, Seattle, WA , 2014
	S. Hossain, A. Ali, M. Rahman, E. Ertin, D. Epstein, A. Kennedy, K. Preston, A. Umbricht, Y. Chen, and S. Kumar , "Identifying Drug (Cocaine) Intake Events from Acute Physiological Response in the Presence of Free-living Physical Activity", ACM IPSN, Berlin, Germany , 2014
	A. Ali, S. Hossain, K. Hovsepian, M. Rahman, K. Plarre, and S. Kumar , "mPuff: Automated Detection of Cigarette Smoking Puffs from Respiration Measurements", ACM IPSN, Beijing, China , 2012
	M. Rahman, A. Ali, K. Plarre, M. al'Absi, E. Ertin, and S. Kumar , "mConverse: Inferring Conversation Episodes from Respiratory Measurements Collected in the Field", ACM Wireless Health, San Diego, CA , 2011
	K. Plarre, A. Raij, S. Hossain, A. Ali, M. Nakajima, M. al'Absi, E. Ertin, et al. , "Continuous Inference of Psychological Stress from Sensory Measurements Collected in the Natural Environment", ACM IPSN, Chicago, IL [Nominated for Best Paper Award] , 2011
	M. Rahman, A. Ali, Andrew Raij, Emre Ertin, Mustafa al’Absi, Santosh Kumar , "Online Detection of Speaking from Respiratory Measurement Collected in the Natural Environment", 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL , 2011
	S. Masum, M. Akbar, A. Ali, M. Rahman , "A Consensus based ℓ-Exclusion Algorithm for Mobile Ad Hoc Networks", Ad Hoc Networks, 8(1), pp.30-45, Elsevier , 2010
	A. Raij, P. Blitz, A. Ali, S. Fisk, et. al. , "mstress: Supporting continuous collection of objective and subjective measures of psychosocial stress on mobile devices", Tech. Report No. CS-10-004, Dept. of Computer Science, Univ. of Memphis , 2010
	H. Babu, A. Wadud, A. Ali , "A Method for Designing Decoded PLAs using Genetic Algorithms", Dhaka University Journal of Science, Bangladesh , 2006
	M. R. Amin, A. A. Ali and M. L. Rahman , "Web-Enabled Exam Preparation and Evaluation Services for Secondary Level Objective Tests with Bangla Language Interface", International Conference on Computer Processing of Bangla (ICCPB), pp. 85-92, , 2006
	A K M Fazlul Haque, Amin Ahasan Ali, M Shamim Kaiser , "Analysis and Investigation of a High Performance Intelligent Network using a UNIX-based tool", Journal of the Bangladesh Electronics Society Vol 5(2), ISSN: 1816-1510, , 2006
	H. Babu, A. Ali, A. Chowdhury , "Realization of Digital Fuzzy Operations using Multi-Valued Fredkin Gates", International Conference on Computer Design (CDES’06), Las Vegas, USA , 2006
	S. Masum, A. Ali , "Distributed Allocation of Identical Resources in Mobile Ad Hoc Networks", IEEE international Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, pp.1-10, , 2006
	S. Masum, A. Ali , "Asynchronous Leader Election in Mobile Ad Hoc Networks", IEEE 20th International Conference on Advanced Information Networking and Applications (AINA’06), pp.832-836, Vienna, Austria , 2006
	S. Masum, A. Ali , "Maintaining a Binary Tree Structure for Mobile Ad Hoc Networks", 11th IEEE Symposium on Computers and Communications (ISCC'06), pp.201-206, Pula–Cagliari, Sardinia, Italy , 2006
	S. Masum, A. Ali , "Asynchronous l-Exclusion in Mobile Ad Hoc Networks", IEEE 20th International Conference on Advanced Information Networking and Applications (AINA’06), pp.832-836, Vienna, Austria , 2006
	S. Masum, A. Ali, M. Akbar , "A Fault-Resilient l–Exclusion Algorithm for Mobile AD HOC Networks", IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim 2005), pp. 586–589, Victoria, B.C., Canada , 2005
	H. Babu, M. Islam, A. Ali, M. Akon, M. Rahaman, M. Islam , "A Technique for Logic Design of Voltage-Mode Pass Transistor Based Multi-Valued Multiple-Output Logic Circuits", IEEE International Symposium of Multi-valued Logic, Japan , 2003