Marker : Book Chapter Journal Conference
Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M Ashraful Amin and A K M Rahman, "Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network", The International Joint Conference on Neural Network, 2021, (Core Rank: A)
Kashob Kumar Roy, Amit Roy, A K M M Rahman, M Ashraful Amin and Amin Ahsan Ali, "Structure-Aware Hierarchical Graph Pooling using Information Bottleneck", The International Joint Conference on Neural Network, 2021, (Core Rank: A)
Kashob Kumar Roy, Amit Roy, A K M M Rahman, M Ashraful Amin and Amin Ahsan Ali, "Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation", The International Joint Conference on Neural Network, 2021, (Core Rank: A)
M.T.H. Tonmoy*, Saif Mahmud*, A K M M Rahman, M A. Amin, and A.A. Ali,, "Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition", 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2021 (Core Rank: A, acceptance rate: 20%)
Amit Roy, Kashob Roy, M A. Amin, A.A. Ali, and A K M M Rahman, "SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network", 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2021 (Core Rank: A, acceptance rate: 20%)
F.F. Niloy, Arif, A.B.S. Nayem, A Sarker, O Paul, M.A. Amin, A.A. Ali, M.I. Zaber, and A K M M Rahman, “A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model”, 25th International Conference on Pattern Recognition (ICPR 2020) (Core Rank: B, acceptance rate: 43.4%)
Md. Saif Hassan Onim, Aiman Rafeed Ehtesham, Amreen Anbar, A. K. M. Nazrul Islam and A K M M Rahman, "LULC classification by semantic segmentation of satellite images using FastFCN", 2nd International Conference on Advanced Information and Communication Technology (ICAICT), IEEE Xplore, Dhaka, 2020
Md. A. Pramanik, Md M. Rahman, ASM I Anam, Amin A Ali, Md A Amin, and A K M M Rahman, " Modeling Traffic Congestion in Developing Countries using Google Map Data", Future of Information and Communication Conference (FICC) 2021, Springer, Vancouver, Canada, 2021
Qianwei Cheng, A K M M Rahman, Anis Sarker, Abu Bakar Siddik Nayem, Ovi Paul, Amin Ahsan Ali, M Ashraful Amin, Ryosuke Shibasaki, Moinul Zaber, "Deep-learning coupled with novel categorization method to classify the urban environment of the developing world", 2nd International Conference on Signal Processing and Machine Learning (SIGML 2021), Switzerland, 2021
A K M M. Rahman, ASM. I. Anam, and M. Yeasin, "Robust Modeling of Epistemic Mental States”, Special Issue: Socio-Affective Technology, JMTA ( Accepted) IF: 2.10, 2020.
S. Mahmud, M.T.H. Tonmoy, K.K. Bhaumik, A.K.M.M. Rahman, M A. Amin, M. Shoyaib, A.H Khan and A.A. Ali, “Human Activity Recognition from Wearable Sensor Data using Self-Attention”, ECAI, Spain, 2020
P. Roy, S. Sharmin, A.A. Ali, M. Shoyaib, "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies", PAKDD, Singapore, 2020
M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali, M. Shoyaib, "A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data", PAKDD, Singapore, 2020.
J. Anowar, A. A. Ali, M A. Amin, “A Low-Cost Wearable Rehabilitation Device”, ICCAE, Australia, 2020.
ABS Nayem, A. Sarker, O. Paul, A. Ali, M. A Amin, and A.K.M.M. Rahman, “LULC Segmentation of RGB Satellite Image Using FCN-8”, CCIS, Springer, 2019
M. W. Hasan, A. H. Chowdhury, M. M. Hasan, A. R. Datta, A.K.M.M. Rahman, M A. Amin, “IoT Based Smart Application System to Prevent Sexual Harassment in Public Transport”, AISC, Springer, 2019.
Arif, A. Omar, S. Ashraf, A.K.M.M. Rahman, M A. Amin, A. A. Ali, “A Comparative Study on Disaster Detection from Social Media Images using Deep Learning”, AISC, Springer, 2019.
A. H. Chowdhury, A. A. Arabi, M. A. Amin, “n Search of a Low-Cost IoT System for Real-Time Environment Monitoring”, RAAICON, Bangladesh, 2019.
M. S. Islam, M. S. Rahman, M. A. Amin, “Beat Based Realistic Dance Video Generation using Deep Learning”, RAAICON, Bangladesh, 2019
N. Sadman, A. Sadmanee, M. I. Tanveer, M. A. Amin, A. A. Ali, “Intrinsic Evaluation of Bangla Word Embeddings”, ICBSLP, Bangladesh, 2019
S. Islam, M. F. Khan, M. Z. Hossan, M A. Amin, “An Overview of Radio over Fiber (RoF) Technology”, ICICICT, India, 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. Pdf
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. Pdf
A. K Mutasim, M. R. Bashar, R. S. Tipu, M. K. Islam, M A. Amin, “Computational Intelligence for Pattern Recognition in EEG Signals” Computational Intelligence for Pattern Recognition, Springer, 2018. Pdf
S. Islam, A. Ali, M. Zaber, "A Smart Grid Prerequisite: Survey on Electricity Demand Forecasting Models and Scope Analysis of Demand Forecasting in Bangladesh", R10HTC, Bangladesh, 2017. [Best paper award]. Pdf
S. Banik , B. Poon, M. A. Amin, “Paper Form Digitization for Hand Written Text”, ICITA, Australia, 2017.
A. A. Arabi, P. Sarkar, F. Ahmed, W. R. Rafie, M. Hannan and M. A.l Amin, “2D Mapping and Vertex Finding Method for Path Planning in Autonomous Obstacle Avoidance Robotic System”, ICCRE, Thailand, 2017. Pdf
T. P. Proma, M. Z. Hossan, M. A. Amin, "Medicine Recognition Using Text in Pill Image and Intrinsic Geometric Property", ICIEV, Japan, 2017.
A. A. Arabi, R. S. Tipu, M. R. Bashar, B. Barman, S. A. Monicay, M. A. Amin, "Implementation of Low-Cost Stereo Humanoid Adaptive Vision for 3D positioning and Distance Measurement for Robotics Application with Self-calibration", AMS, Malaysia, 2017. Pdf
R. Alam, M. N. Haque, M. A. Amin, “Possible Asthma Attack Prediction from Air Pollutants”, ICIEV, Bangladesh, 2016.
M. Z. Hossan, T. P. Proma, M. A. Amin, “Medicine Recognition Using Intrinsic Geometric Property from Pill Image”, PRICAI, Thailand, 2016.
B. Poon, M A. Amin, H. Yan, “PCA Based Human Face Recognition with Improved Methods for Distorted Images due to Illumination and Color Background”, IAENG International Journal of Computer Science, 2016. Pdf
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”, in Drug and Alcohol Dependence, Elsevier, 2015. Pdf
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. Pdf
M. M. Rahman, B. Poon, M. A. Amin and H. Yan, “Support System using Microsoft Kinect and Mobile Phone for Daily Activity of Visually Impaired”, Transactions on Engineering Technologies, Springer, 2015. Pdf
M. Villegas, H. Muller, A. Gilbert, L. Piras, J. Wang, K. Mikolajczyk, A. G. S. de Herrera, S. Bromuri, M. A. Amin, M. K. Mohammed, B. Acar, S. Uskudarli, N. B. Marvasti, J. F. Aldana, M. del M. R. Garcia, “General Overview of ImageCLEF at the CLEF 2015 Labs”, Springer, CLEF, 2015. Pdf
A K M M. Rahman, ASM. I. Anam, and M. Yeasin, "EmoAssist: A Social Interaction Tool to assist the Visually Impaired in real world environment”. JMTA, IEEE Xplore, 2015.
A K M M. Rahman, ASM. I. Anam, and M. Yeasin, “ A Unified Framework for Dividing and Predicting a Large Set of Action Units”. IEEE Transaction of Affective Computing, 2015.
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. Pdf
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, Germany, 2014. Pdf
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, USA, 2014. Pdf
M. S. Q. Z. Nine, B. Poon, M. A. Amin, H. Yan, “Human Computer Interaction through Wireless Brain Computer Interfacing Device”, ICITA, Australia, 2014. [Invited Talk].
I. Nouyed, B. Poon, M. A. Amin, H. Yan, “Facial Authentication using Gabor Phase Feature Representations”, IMECS, Hong Kong, 2013. [Best paper award].
M. R. Rahman, M. J. Islam, M. A. Amin, B. Poon, H. Yan “Real-time Human Detection and Tracking Using a Very Low-Resolution Camera”, ICITA, Australia, 2013.
A K M M. Rahman, ASM. I. Anam, M. I. Tanveer, and M. Yeasin, “EmoAssist: A Real-time Social Interaction Tool to assist the Visually Impaired", HCII, USA, 2013.
E. Choudhury , S. Rahman , M. Ridwan , F. M. Sheikh, M. A. Amin, “Profound Impact of Artificial Neural Networks and Gaussian SVM Kernel on Distinctive Feature Set for Offline Signature Verification”, ICIEV, Bangladesh, 2012. Pdf
M. I. Tanveer, A.S.M. I. Anam, S. Ghosh, A K M M. Rahman, and M. Yeasin, “FEPS: A Sensory Substitution System for the Blind to Perceive Facial Expressions”, ASSETS, Colorado, 2012.
R. Azevedo, R. Landis, R. F. Behnagh, M. Duffy, G. Trev., J. Harley, F. Bouchet, J. Burlison, M. Taub, N. Pacam., M. Yeasin, A K M M. Rahman, M. I. Tanveer, and G. Hossain, “The Effectiveness of Pedagogical Agents’ Prompting and Feedback in Facilitating Co-Adapted Learning with MetaTutor”, Intelligent Tutoring Systems (ITS), 2012.
R. Qasim, M. Akram, M. A. Amin, “Signature Recognition using Different Types of Neural Networks”, ICIEV, Bangladesh, 2012.
J. Nicod, C. Hassett, N. Yu Song, M. A. Amin, B. B. Min , M. Goodson, B. Nell, R. Joynson, H. Page, C. Rowe, H. Yan, T. Weaver, R. C.C. Cheung, J. Flint, “1000 Voices Project: Deciphering the Genetic Basis of Adult Mouse Vocalization using a very Large Dataset”, SfN, USA, 2012.
A K M M. Rahman, M. I. Tanveer, ASM. I. Anam, and M. Yeasin, "IMAPS: A Smart Phone Based Real-Time Framework For Prediction Of Affect In Natural Dyadic Conversation", VCIP, USA, 2012.
A K M M. Rahman, M. I. Tanveer, and M. Yeasin. "A spatio-temporal probabilistic framework for dividing and predicting facial action units". ACII, USA, 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, USA, 2011. [Nominated for Best Paper Award]. Pdf
M I. Ahmed, M. A. Amin, “A Fast Method for Optical Disc Detection in Retinal Images”, ICCIT, Bangladesh, 2011.
J. Hosain and M. A. Amin, "Leaf Identification Based Plant Classification", ICCIT, 2010.
A. Raij, P. Blitz, A. Ali, S. Fisk, "mstress: Supporting continuous collection of objective and subjective measures of psychosocial stress on mobile devices", Univ. of Memphis, 2010.
S. Masum, M. Akbar, A. Ali, M. Rahman, “A Consensus based ℓ-Exclusion Algorithm for Mobile Ad Hoc Networks”, Ad Hoc Networks, Elsevier, 2010.
A K M M. Rahman, Sidney D’Mello, “Tracking Facial behavior from Video”, IIS, May, 2010.
M. A. Amin and H. Yan, “Gabor Filter Representation for Face Recognition by Probabilistic Neural Networks”, ECVP, Denmark, 2008.
M. S. Sorower, A K M M. Rahman and M. Yeasin, “A Survey on Machine Learning-based Approach for Testing Large Scale Software”, Workshop on advances and innovations in System Testing, Fedex Institute of Technology, The University of Memphis, 2008.
H. Babu, A. Wadud, A. Ali, “A Method for Designing Decoded PLAs using Genetic Algorithms”, accepted for publication in the Dhaka University Journal of Science, 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”, ICCPB, 2006.
M. A. Amin, N. V. Afzulpurkar, M. N. Dailey, D. N. Batanov, V. Esichaikul, “Fuzzy-C-Mean Determines the Principle Component Pairs to Estimate the Degree of Emotion from Facial Expressions,” LNCS, Springer, 2005. Pdf
M. A. Amin, M. N. Dailey, N. V. Afzulpurkar, D. N. Batanov, V. Esichaikul, “A Fuzzy Clustering Approach to Estimate the Degree of Facial Expression Using Gabor-PCA Features”, RIUPEEE, Hong Kong, 2005.
M. A. Awal, M. A. Amin, K. Kanchanasut “A Framework of Business Generation for BTTB”, ICCIT, Bangladesh, 2004.
M. A. Amin, P. P. Dey “Using Common Neural Processing Units for Face-Recognition and Voice-Recognition”, ICCIT, Bangladesh, 2003.
M A. Amin, A H F M S. Kabir, P. Rana, M A.l Awal. “Construction of Disease Diagnostic Sub-system – Special Methods of Converting Continuous Attributes to Discrete”, ICCIT, Bangladesh, 2002.