Shourav B. Rabbani

11 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
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
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
2023 J jnl
Between-Sample Relationship in Learning Tabular Data Using Graph and Attention Networks.
CoRR
Shourav B. Rabbani, Manar D. Samad