Manar D. Samad
Orcid: 0000-0002-6263-6261
According to our database1,
Manar D. Samad
authored at least 26 papers
between 2015 and 2025.
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On csauthors.net:
Bibliography
2025
CoRR, January, 2025
Neurocomputing, 2025
2024
IEEE Trans. Affect. Comput., 2024
CoRR, 2024
Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data.
Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024
2023
Deep imputation of missing values in time series health data: A review with benchmarking.
J. Biomed. Informatics, August, 2023
Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks.
CoRR, 2023
G-CEALS: Gaussian Cluster Embedding in Autoencoder Latent Space for Tabular Data Representation.
CoRR, 2023
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023
Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023
2022
Veh. Commun., 2022
Perturbation of deep autoencoder weights for model compression and classification of tabular data.
Neural Networks, 2022
Missing value estimation using clustering and deep learning within multiple imputation framework.
Knowl. Based Syst., 2022
Are Deep Image Embedding Clustering Methods Effective for Heterogeneous Tabular Data?
CoRR, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
2021
Dynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021
Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
2020
A novel framework for automated monitoring and analysis of high density pedestrian flow.
J. Intell. Transp. Syst., 2020
Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding.
CoRR, 2020
Information Mining for COVID-19 Research From a Large Volume of Scientific Literature.
CoRR, 2020
2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
2018
A Machine Learning Pipeline to Optimally Utilize Limited Samples in Predictive Modeling.
Proceedings of the 9th International Conference on Computing, 2018
2017
Deep learning of texture and structural features for multiclass Alzheimer's disease classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Frenet Frame-Based Generalized Space Curve Representation for Pose-Invariant Classification and Recognition of 3-D Face.
IEEE Trans. Hum. Mach. Syst., 2016
2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015