Manar D. Samad

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Multiple Imputation

Top Venues

Publications

Shourav B. Rabbani, Ivan V. Medri, Manar D. Samad
Attention versus Contrastive Learning of Tabular Data - A Data-centric Benchmarking. CoRR (2024)
Sakib Abrar, Ali Sekmen, Manar D. Samad
Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data. ICACI (2023)
Manar D. Samad, Sakib Abrar, Mohammad Bataineh
G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation. CoRR (2023)
Maksims Kazijevs, Manar D. Samad
Deep imputation of missing values in time series health data: A review with benchmarking. J. Biomed. Informatics 144 (2023)
Maksims Kazijevs, Manar D. Samad
Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking. CoRR (2023)
Omari Paul, Sakib Abrar, Richard Mu, Riadul Islam, Manar D. Samad
Deep Image Segmentation for Defect Detection in Photo-lithography Fabrication. ISQED (2023)
Shourav B. Rabbani, Manar D. Samad
Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks. CoRR (2023)
Manar D. Samad, Sakib Abrar, Norou Diawara
Missing Value Estimation using Clustering and Deep Learning within Multiple Imputation Framework. CoRR (2022)
Sakib Abrar, Manar D. Samad
Perturbation of deep autoencoder weights for model compression and classification of tabular data. Neural Networks 156 (2022)
Manar D. Samad, Sakib Abrar
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data. CoRR (2022)
Sakib Abrar, Manar D. Samad
Are Deep Image Embedding Clustering Methods Effective for Heterogeneous Tabular Data? CoRR (2022)
Maksims Kazijevs, Furkan A. Akyelken, Manar D. Samad
Mining Social Media Data to Predict COVID-19 Case Counts. ICHI (2022)
Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, Khan M. Iftekharuddin
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features. CoRR (2022)
Manar D. Samad, Sakib Abrar, Norou Diawara
Missing value estimation using clustering and deep learning within multiple imputation framework. Knowl. Based Syst. 249 (2022)
Riadul Islam, Maloy K. Devnath, Manar D. Samad, Syed Md Jaffrey Al Kadry
GGNB: Graph-based Gaussian naive Bayes intrusion detection system for CAN bus. Veh. Commun. 33 (2022)
Manar D. Samad, Rahim Hossain, Khan M. Iftekharuddin
Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning. IJCNN (2021)
Raisul Arefin, Manar D. Samad, Furkan A. Akyelken, Arash Davanian
Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification. ICHI (2021)
Riadul Islam, Maloy K. Devnath, Manar D. Samad, Syed Md Jaffrey Al Kadry
GGNB: Graph-Based Gaussian Naive Bayes Intrusion Detection System for CAN Bus. CoRR (2021)
Muhammad Baqui, Manar D. Samad, Rainald Löhner
A novel framework for automated monitoring and analysis of high density pedestrian flow. J. Intell. Transp. Syst. 24 (6) (2020)
Sabber Ahamed, Manar D. Samad
Information Mining for COVID-19 Research From a Large Volume of Scientific Literature. CoRR (2020)
Mahbubul Alam, Manar D. Samad, L. Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin
Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing 417 (2020)
Manar D. Samad, Nalin D. Khounviengxay, Megan A. Witherow
Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding. CoRR (2020)
Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin
Survey on Deep Neural Networks in Speech and Vision Systems. CoRR (2019)
Manar D. Samad, Linlin Yin
Non-linear regression models for imputing longitudinal missing data. ICHI (2019)
Manar D. Samad, Megan A. Witherow
A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling. ICCCNT (2018)
Chester V. Dolph, Mahbubul Alam, Zeina A. Shboul, Manar D. Samad, Khan M. Iftekharuddin
Deep learning of texture and structural features for multiclass Alzheimer's disease classification. IJCNN (2017)
Manar D. Samad, Khan M. Iftekharuddin
Frenet Frame-Based Generalized Space Curve Representation for Pose-Invariant Classification and Recognition of 3-D Face. IEEE Trans. Hum. Mach. Syst. 46 (4) (2016)
Manar D. Samad, Jonna L. Bobzien, John W. Harrington, Khan M. Iftekharuddin
Analysis of facial muscle activation in children with autism using 3D imaging. BIBM (2015)