Manar D. Samad

40 papers B 2Misc 1Journal 29Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Predicting Early and Complete Drug Release from Long-Acting Injectables Using Explainable Machine Learning. CoRR Karla N. Robles, Manar D. Samad
2025	J	`jnl`	Attention versus contrastive learning of tabular data: a data-centric benchmarking. Int. J. Data Sci. Anal. Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad
2025	Misc	`conf`	Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records. IRI Yina Hou, Shourav B. Rabbani, Liang Hong, Norou Diawara, Manar D. Samad
2025	J	`jnl`	Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records. CoRR Yina Hou, Shourav B. Rabbani, Liang Hong, Norou Diawara, Manar D. Samad
2025	J	`jnl`	Deep clustering of tabular data by weighted Gaussian distribution learning. Neurocomputing Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad
2025	J	`jnl`	DeepIFSA: Deep Imputation of Missing Values Using Feature and Sample Attention. CoRR Ibna Kowsar, Shourav B. Rabbani, Yina Hou, Manar D. Samad
2025	J	`jnl`	DeepIFSAC: Deep imputation of missing values using feature and sample attention within contrastive framework. Knowl. Based Syst. Ibna Kowsar, Shourav B. Rabbani, Yina Hou, Manar D. Samad
2025	J	`jnl`	LLM Attention Transplant for Transfer Learning of Tabular Data Across Disparate Domains. CoRR Ibna Kowsar, Kazi Fuad Bin Akhter, Manar D. Samad
2025	J	`jnl`	No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning. CoRR Manar D. Samad, Kazi Fuad Bin Akhter, Shourav B. Rabbani, Ibna Kowsar
2025	J	`jnl`	Transfer Learning of Tabular Data by Finetuning Large Language Models. CoRR Shourav B. Rabbani, Ibna Kowsar, Manar D. Samad
2024	J	`jnl`	Attention versus Contrastive Learning of Tabular Data - A Data-centric Benchmarking. CoRR Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad
2024	—	`conf`	Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data. ICHI Ibna Kowsar, Shourav B. Rabbani, Manar D. Samad
2024	J	`jnl`	Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features. IEEE Trans. Affect. Comput. Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, Khan M. Iftekharuddin
2023	J	`jnl`	Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks. CoRR Shourav B. Rabbani, Manar D. Samad
2023	—	`conf`	Deep Image Segmentation for Defect Detection in Photo-lithography Fabrication. ISQED Omari Paul, Sakib Abrar, Richard Mu, Riadul Islam, Manar D. Samad
2023	J	`jnl`	Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking. CoRR Maksims Kazijevs, Manar D. Samad
2023	J	`jnl`	Deep imputation of missing values in time series health data: A review with benchmarking. J. Biomed. Informatics Maksims Kazijevs, Manar D. Samad
2023	—	`conf`	Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data. ICACI Sakib Abrar, Ali Sekmen, Manar D. Samad
2023	J	`jnl`	G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation. CoRR Manar D. Samad, Sakib Abrar, Mohammad Bataineh
2022	J	`jnl`	Are Deep Image Embedding Clustering Methods Effective for Heterogeneous Tabular Data? CoRR Sakib Abrar, Manar D. Samad
2022	J	`jnl`	Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features. CoRR Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, Khan M. Iftekharuddin
2022	J	`jnl`	GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus. Veh. Commun. Riadul Islam, Maloy Kumar Devnath, Manar D. Samad, Syed Md Jaffrey Al Kadry
2022	—	`conf`	Mining Social Media Data to Predict COVID-19 Case Counts. ICHI Maksims Kazijevs, Furkan A. Akyelken, Manar D. Samad
2022	J	`jnl`	Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework. CoRR Manar D. Samad, Sakib Abrar, Norou Diawara
2022	J	`jnl`	Missing value estimation using clustering and deep learning within multiple imputation framework. Knowl. Based Syst. Manar D. Samad, Sakib Abrar, Norou Diawara
2022	J	`jnl`	Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data. CoRR Manar D. Samad, Sakib Abrar
2022	J	`jnl`	Perturbation of deep autoencoder weights for model compression and classification of tabular data. Neural Networks Sakib Abrar, Manar D. Samad
2021	B	`conf`	Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning. IJCNN Manar D. Samad, Rahim Hossain, Khan M. Iftekharuddin
2021	J	`jnl`	GGNB: Graph-Based Gaussian Naive Bayes Intrusion Detection System for CAN Bus. CoRR Riadul Islam, Maloy Kumar Devnath, Manar D. Samad, Syed Md Jaffrey Al Kadry
2021	—	`conf`	Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification. ICHI Raisul Arefin, Manar D. Samad, Furkan A. Akyelken, Arash Davanian
2020	J	`jnl`	A novel framework for automated monitoring and analysis of high density pedestrian flow. J. Intell. Transp. Syst. Muhammad Baqui, Manar D. Samad, Rainald Löhner
2020	J	`jnl`	Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding. CoRR Manar D. Samad, Nalin D. Khounviengxay, Megan A. Witherow
2020	J	`jnl`	Information Mining for COVID-19 Research From a Large Volume of Scientific Literature. CoRR Sabber Ahamed, Manar D. Samad
2020	J	`jnl`	Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander M. Glandon, Khan M. Iftekharuddin
2019	—	`conf`	Non-linear regression models for imputing longitudinal missing data. ICHI Manar D. Samad, Linlin Yin
2019	J	`jnl`	Survey on Deep Neural Networks in Speech and Vision Systems. CoRR Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander M. Glandon, Khan M. Iftekharuddin
2018	—	`conf`	A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling. ICCCNT Manar D. Samad, Megan A. Witherow
2017	B	`conf`	Deep learning of texture and structural features for multiclass Alzheimer's disease classification. IJCNN Chester V. Dolph, Mahbubul Alam, Zeina A. Shboul, Manar D. Samad, Khan M. Iftekharuddin
2016	J	`jnl`	Frenet Frame-Based Generalized Space Curve Representation for Pose-Invariant Classification and Recognition of 3-D Face. IEEE Trans. Hum. Mach. Syst. Manar D. Samad, Khan M. Iftekharuddin
2015	—	`conf`	Analysis of facial muscle activation in children with autism using 3D imaging. BIBM Manar D. Samad, Jonna L. Bobzien, John W. Harrington, Khan M. Iftekharuddin