Manar D. Samad

871 total citations
48 papers, 534 citations indexed

About

Manar D. Samad is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering. According to data from OpenAlex, Manar D. Samad has authored 48 papers receiving a total of 534 indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Artificial Intelligence, 14 papers in Computer Vision and Pattern Recognition and 8 papers in Electrical and Electronic Engineering. Recurrent topics in Manar D. Samad's work include Domain Adaptation and Few-Shot Learning (6 papers), graph theory and CDMA systems (6 papers) and Face recognition and analysis (5 papers). Manar D. Samad is often cited by papers focused on Domain Adaptation and Few-Shot Learning (6 papers), graph theory and CDMA systems (6 papers) and Face recognition and analysis (5 papers). Manar D. Samad collaborates with scholars based in United States, Malaysia and Bangladesh. Manar D. Samad's co-authors include Khan M. Iftekharuddin, Norou Diawara, Brandon K. Fornwalt, Christopher M. Haggerty, Linyuan Jing, Gregory J Wehner, Jonna Bobzien, John W. Harrington, Brent A. Williams and Alvaro Ulloa and has published in prestigious journals such as Neurocomputing, Neural Networks and Knowledge-Based Systems.

In The Last Decade

Manar D. Samad

42 papers receiving 511 citations

Peers

Manar D. Samad

RNMI

CVPR

CCM

EEE

Sidra Abbas Pakistan

Görkem Serbes Türkiye

Elie Bou Assi Canada

Jungyoon Kim United States

Sang‐Woong Lee South Korea

Norliza Mohd Noor Malaysia

Enrique Garcia-Ceja Norway

Arne Küderle Germany

María Teresa García-Ordás Spain

Sara Colantonio Italy

Sidra Abbas Pakistan

Manar D. Samad

303 ×1.5

80 ×1.0

RNMI

99 ×1.3

CVPR

25 ×0.3

CCM

84 ×1.1

EEE

Citations per year, relative to Manar D. Samad Manar D. Samad (= 1×) peers Sidra Abbas

Countries citing papers authored by Manar D. Samad

Since Specialization

Citations

This map shows the geographic impact of Manar D. Samad's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Manar D. Samad with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Manar D. Samad more than expected).

Fields of papers citing papers by Manar D. Samad

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Manar D. Samad. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Manar D. Samad. The network helps show where Manar D. Samad may publish in the future.

Co-authorship network of co-authors of Manar D. Samad

This figure shows the co-authorship network connecting the top 25 collaborators of Manar D. Samad. A scholar is included among the top collaborators of Manar D. Samad based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Manar D. Samad. Manar D. Samad is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Hou, Y. R., et al.. (2025). DeepIFSAC: Deep imputation of missing values using feature and sample attention within contrastive framework. Knowledge-Based Systems. 318. 113506–113506. 1 indexed citations

Samad, Manar D., et al.. (2025). Deep clustering of tabular data by weighted Gaussian distribution learning. Neurocomputing. 623. 129359–129359. 1 indexed citations

Samad, Manar D., et al.. (2024). Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data. PubMed. 2024. 177–182. 6 indexed citations

Samad, Manar D., et al.. (2024). Contrastive Domain Adaptation by Minimizing Divergence in Source-Target Image Distributions. 57–63.

Samad, Manar D., et al.. (2023). Deep imputation of missing values in time series health data: A review with benchmarking. Journal of Biomedical Informatics. 144. 104440–104440. 34 indexed citations

Samad, Manar D., et al.. (2023). Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data. 1–7. 6 indexed citations

Mu, R., et al.. (2023). Deep Image Segmentation for Defect Detection in Photo-lithography Fabrication. 6152. 1–7.

Samad, Manar D., et al.. (2022). Review of Copula for Bivariate Distributions of Zero-Inflated Count Time Series Data. International Journal of Statistics and Probability. 11(6). 28–28. 1 indexed citations

Samad, Manar D., et al.. (2022). Missing value estimation using clustering and deep learning within multiple imputation framework. Knowledge-Based Systems. 249. 108968–108968. 47 indexed citations

10.

Samad, Manar D., et al.. (2022). Perturbation of deep autoencoder weights for model compression and classification of tabular data. Neural Networks. 156. 160–169. 8 indexed citations

11.

Samad, Manar D., et al.. (2021). Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification. PubMed. 2021. 48–52. 7 indexed citations

12.

Samad, Manar D., et al.. (2021). Manifold Regularized Convolutional Neural Network. 1168. 1–6. 1 indexed citations

13.

Samad, Manar D., et al.. (2019). Transfer learning approach to multiclass classification of child facial expressions. ODU Digital Commons (Old Dominion University). 34–34. 7 indexed citations

14.

Samad, Manar D., et al.. (2019). Non-linear regression models for imputing longitudinal missing data. 1–3. 6 indexed citations

15.

Samad, Manar D., Alvaro Ulloa, Gregory J Wehner, et al.. (2018). Predicting Survival From Large Echocardiography and Electronic Health Record Datasets. JACC. Cardiovascular imaging. 12(4). 681–689. 111 indexed citations

16.

Dolph, Chester, et al.. (2017). Deep learning of texture and structural features for multiclass Alzheimer's disease classification. 2259–2266. 47 indexed citations

17.

Samad, Manar D., Jonna Bobzien, John W. Harrington, & Khan M. Iftekharuddin. (2015). [INVITED] Non-intrusive optical imaging of face to probe physiological traits in Autism Spectrum Disorder. Optics & Laser Technology. 77. 221–228. 13 indexed citations

18.

Samad, Manar D. & Khan M. Iftekharuddin. (2014). Radial curve-based classification and localization of features for 3D facial expressions. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9117. 91171E–91171E. 3 indexed citations

19.

Samad, Manar D., Yaoping Hu, & Garnette R. Sutherland. (2010). Effect of force feedback from each DOF on the motion accuracy of a surgical tool in performing a robot-assisted tracing task. PubMed. 2488. 2093–2096. 4 indexed citations

20.

Aljunid, S. A., et al.. (2008). Spectral amplitude coding OCDMA using and subtraction technique. Applied Optics. 47(9). 1263–1263. 40 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact