Publications

Recent Journal Articles

  • R. Islam, M. K. Devnath, M. D. Samad, S. J. Al Kadry, "GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus, Vehicular Communications, vol 33, 2022, 100442, https://doi.org/10.1016/j.vehcom.2021.100442. (Impact factor: 6.9)

  • M.D. Samad, N.D. Khounviengxay, and M. A Witherow. Effect of text processing steps on

Twitter sentiment classification using word embedding, arXiv:2007.13027, 2021

  • S. Ahamed and M. D. Samad, "Information Mining for {COVID-19} Research From a Large Volume of Scientific Literature", ArXiv, 2020, https://arxiv.org/abs/2004.02085.

  • Samad MD, Sen S. A probabilistic approach to identifying run scoring advantage in the order of playing cricket. International Journal of Sports Science & Coaching. 2021;16(4):1011-1020. (Impact Factor: 2.15)

  • M. Alam, M. Samad, L. Vidyaratne, A. Glandon, & K. Iftekharuddin, Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing, Vol. 417, page 302-321, 2020 (Impact Factor: 5.71)

  • M. Baqui, M. Samad, Rainald Lohner, "A Novel Framework for Automated Monitoring and Analysis of High Density Pedestrian Flow" J. of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 24, No 6, 2020 (Impact Factor: 4.23)

  • M. Samad, J. Bobzien, J. Harrington, and K. Iftekharuddin, A Pilot Study to Identify Autism Related Traits in Spontaneous Facial Actions Using Computer Vision, Research in Autism Spectrum Disorders, Vol. 64, pp. 14-24, 2019

  • S. Reza, M. Samad, K. Jones and K. Iftekharuddin, "Texture-based radiomics for glioma grading in MRI and validation using histopathology images," Journal of Medical Imaging, Vol. 6, No. 02, 2019.

  • M. Samad, A. Ulloa, G. Weiner, et al. Predicting Survival from Large Echocardiography and Electronic Health Record Datasets: Optimization with Machine Learning, J. of American College of Cardiology (JAAC), Cardiovascular Imaging. Impact factor: 10.2.

  • M. Samad, G. Weiner, M. Arbabshirani, et al. Predicting Deterioration of Ventricular Function in Patients with Repaired Tetralogy of Fallot Using Machine Learning, the European Heart Journal - Cardiovascular Imaging (2018), Impact factor: 5.99.

  • M. Samad, N. Diawara, J. Bobzien, J. Harrington, and K. Iftekharuddin, "A Feasibility study of autism behavioral markers in spontaneous facial, visual, and hand movement response data, IEEE Trans on Neural Systems and Rehabilitation Engineering, 2017, Impact factor: 4.00.

  • M. Samad and K. Iftekharuddin, Frenet frame-based generalized space curve representation for pose invariant classification and recognition of 3D Face. IEEE Trans. on Human-Machine Systems (THMS), vol. 46, no. 4, pp. 522 - 533, 2016. Impact factor: 2.56.

  • M. Samad, J. Bobzien, J. Harrington, and K. Iftekharuddin, Non-intrusive optical imaging of face to probe physiological traits in autism spectrum disorder. J. of Optics and Laser Technology: Hot topics on bio-imaging Vol. 77, pp. 221-228, Mar. 2016. Impact factor:2.50

Selected Conference Publications

  • M. D. Samad and A. Sekmen, "Manifold Regularized Convolutional Neural Network," 2021 International Conference on Engineering and Emerging Technologies (ICEET), 2021, pp. 1-6, doi: 10.1109/ICEET53442.2021.9659657.

  • R. Arefin, M. D. Samad, F. A. Akyelken and A. Davanian, "Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification," 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 2021, pp. 48-52, doi: 10.1109/ICHI52183.2021.00020.

  • M. D. Samad, R. Hossain and K. M. Iftekharuddin, "Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning," 2021 International Joint Conference on Neural Networks (IJCNN), 2021, pp. 1-7, doi: 10.1109/IJCNN52387.2021.9533539.

  • M. Samad and M. Witherow, "A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling", 9th Int. Conf. on Computing, Communication and Networking Technologies (ICCCNT), 2018.

  • C. Dolph, M. Alam, Z. Shboul, M. Samad and K. Iftekharuddin, Deep Learning of Texture and Structural Features for Multiclass Alzheimer's Disease Classification. Int. Joint Conf. on Neural Networks (IJCNN), pp. 2259-2266 2017.

  • M. Samad, J. Bobzien, J. Harrington, and K. Iftekharuddin, Analysis of Facial Muscle Actions in Children with Autism using 3D Imaging 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 337-342, Washington DC, USA, Nov. 2015. (Acceptance rate:19%)

  • M. Samad and K. Iftekharuddin, Radial curve-based classification and localization of features for 3D facial expressions. Proceedings of SPIE Defense, Security, and Sensing 3D-Imaging, Visualization, and Display, Baltimore, Maryland, USA, Jun. 5, 2014.

  • M. Samad, Y. Hu, and G. R. Sutherland, Eect of force feedback from each DOF on the motion accuracy of a surgical tool in performing a robot-assisted tracing task," 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pp. 2093 - 2096, Buenos Aires, Argentina, August, 2010.