Analysis of facial muscle activation in children with autism using 3D imaging. - Manar D. Samad; Jonna L. Bobzien; John W. Harrington; Khan M. Iftekharuddin (BIBM, 2015)

Frenet Frame-Based Generalized Space Curve Representation for Pose-Invariant Classification and Recognition of 3-D Face. - Manar D. Samad; Khan M. Iftekharuddin (IEEE Trans. Hum. Mach. Syst., 2016)

Deep learning of texture and structural features for multiclass Alzheimer's disease classification. - Chester V. Dolph; Mahbubul Alam; Zeina A. Shboul; Manar D. Samad; Khan M. Iftekharuddin (IJCNN, 2017)

A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling. - Manar D. Samad; Megan A. Witherow (ICCCNT, 2018)

Non-linear regression models for imputing longitudinal missing data. - Manar D. Samad; Linlin Yin (ICHI, 2019)

Information Mining for COVID-19 Research From a Large Volume of Scientific Literature. - Sabber Ahamed; Manar D. Samad (CoRR, 2020)

Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding. - Manar D. Samad; Nalin D. Khounviengxay; Megan A. Witherow (CoRR, 2020)

Survey on Deep Neural Networks in Speech and Vision Systems. - Mahbubul Alam; Manar D. Samad; Lasitha Vidyaratne; Alexander Glandon; Khan M. Iftekharuddin (Neurocomputing, 2020)

A novel framework for automated monitoring and analysis of high density pedestrian flow. - Muhammad Baqui; Manar D. Samad; Rainald Löhner (J. Intell. Transp. Syst., 2020)

Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification. - Raisul Arefin; Manar D. Samad; Furkan A. Akyelken; Arash Davanian (ICHI, 2021)

Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning. - Manar D. Samad; Rahim Hossain; Khan M. Iftekharuddin (IJCNN, 2021)

Mining Social Media Data to Predict COVID-19 Case Counts. - Maksims Kazijevs; Furkan A. Akyelken; Manar D. Samad (ICHI, 2022)

Are Deep Image Embedding Clustering Methods Effective for Heterogeneous Tabular Data? - Sakib Abrar; Manar D. Samad (CoRR, 2022)

Missing value estimation using clustering and deep learning within multiple imputation framework. - Manar D. Samad; Sakib Abrar; Norou Diawara (Knowl. Based Syst., 2022)

Perturbation of deep autoencoder weights for model compression and classification of tabular data. - Sakib Abrar; Manar D. Samad (Neural Networks, 2022)

GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus. - Riadul Islam; Maloy Kumar Devnath; Manar D. Samad; Syed Md Jaffrey Al Kadry (Veh. Commun., 2022)

Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data. - Sakib Abrar; Ali Sekmen; Manar D. Samad (ICACI, 2023)

Deep Image Segmentation for Defect Detection in Photo-lithography Fabrication. - Omari Paul; Sakib Abrar; Richard Mu; Riadul Islam; Manar D. Samad (ISQED, 2023)

G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation. - Manar D. Samad; Sakib Abrar; Mohammad Bataineh (CoRR, 2023)

Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks. - Shourav B. Rabbani; Manar D. Samad (CoRR, 2023)

Deep imputation of missing values in time series health data: A review with benchmarking. - Maksims Kazijevs; Manar D. Samad (J. Biomed. Informatics, 2023)

Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data. - Ibna Kowsar; Shourav B. Rabbani; Manar D. Samad (ICHI, 2024)

Attention versus Contrastive Learning of Tabular Data - A Data-centric Benchmarking. - Shourav B. Rabbani; Ivan V. Medri; Manar D. Samad (CoRR, 2024)

Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features. - Megan A. Witherow; Manar D. Samad; Norou Diawara; Haim Y. Bar 001; Khan M. Iftekharuddin (IEEE Trans. Affect. Comput., 2024)

Deep clustering of tabular data by weighted Gaussian distribution learning. - Shourav B. Rabbani; Ivan V. Medri; Manar D. Samad (Neurocomputing, 2025)

DeepIFSAC: Deep imputation of missing values using feature and sample attention within contrastive framework. - Ibna Kowsar; Shourav B. Rabbani; Yina Hou; Manar D. Samad (Knowl. Based Syst., 2025)

Transfer Learning of Tabular Data by Finetuning Large Language Models. - Shourav B. Rabbani; Ibna Kowsar; Manar D. Samad (CoRR, 2025)

DeepIFSA: Deep Imputation of Missing Values Using Feature and Sample Attention. - Ibna Kowsar; Shourav B. Rabbani; Yina Hou; Manar D. Samad (CoRR, 2025)

No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning. - Manar D. Samad; Kazi Fuad Bin Akhter; Shourav B. Rabbani; Ibna Kowsar (CoRR, 2025)

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records. - Yina Hou; Shourav B. Rabbani; Liang Hong; Norou Diawara; Manar D. Samad (CoRR, 2025)