Saifuddin Mahmud - Publications, H-index & Citations

Saifuddin Mahmud

Bradley University

21H指数

123论文数

1.6K被引数

收录论文 16

发表时间

XAI-ACSM: An Ensemble-Based Explainable Artificial Intelligence Framework for the Accurate Prediction of Anticancer Small Molecules XAI-ACSM：一种基于集成学习的可解释人工智能框架，用于抗癌小分子的准确预测

ACS OMEGA

IF4.3

2025-11-01

PREAI

Schaduangrat, Nalini; Mookdarsanit, Pakpoom; Mahmud, S. M. Hasan; Kusonmano, Kanthida; Mookdarsanit, Lawankorn; Shoombuatong, Watshara

BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism BLSAM-TIP：通过整合双向LSTM与自注意力机制，改进并增强了酪氨酸酶抑制肽的识别鲁棒性

PLOS ONE

IF2.6

2025-10-08

PREAI

Ahmed, Saeed; Schaduangrat, Nalini; Chumnanpuen, Pramote; Mahmud, S. M. Hasan; Goh, Kah Ong Michael; Shoombuatong, Watshara

SST-HID: Scale-aware and shift-invariant teeth feature matching for human identification using OBB and SSIM SST-HID: 基于OBB和SSIM的尺度感知和位移不变牙齿特征匹配用于人识别

SYSTEMS AND SOFT COMPUTING

IF3.6

2025-10-01

OAAI

Ferdous, Md.; Mahmud, Saifuddin; Chowdhury, Tahsin Ahmed; Hasan, Md. Tahmid; al Harun, Shaikh

AttBiomarker: unveiling preeclampsia biomarkers and molecular pathways through two-stage gene selection techniques and attention-based CNN with gene regulatory network analysis AttBiomarker：通过两阶段基因选择技术和基于注意力的CNN与基因调控网络分析，揭示子痫前期生物标志物和分子通路

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-09-01

PREAI

Sarker, Sakib; Mahmud, S. M. Hasan; Hosen, Md Faruk; Michael Goh, Kah Ong; Shoombuatong, Watshara

Addressing label noise in leukemia image classification using small loss approach and pLOF with weighted-average ensemble

EGYPTIAN INFORMATICS JOURNAL

IF4.3

2024-06-01

OAAI

Aziz, Md. Tarek; Mahmud, S. M. Hasan; Goh, Kah Ong Michael; Nandi, Dip

DeepDNAbP: A deep learning-based hybrid approach to improve the identification of deoxyribonucleic acid-binding proteins

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-06-01

PREAI

Hosen, Md Faruk; Mahmud, S. M. Hasan; Ahmed, Kawsar; Chen, Wenyu; Moni, Mohammad Ali; Deng, Hong-Wen; Shoombuatong, Watshara; Hasan, Md Mehedi

RECENT DEVELOPMENT OF MACHINE LEARNING-BASED METHODS FOR THE PREDICTION OF DEFENSIN FAMILY AND SUBFAMILY

EXCLI JOURNAL

IF4.9

2022-01-01

PREAI

Charoenkwan, Phasit; Schaduangrat, Nalini; Mahmud, S. M. Hasan; Thinnukool, Orawit; Shoombuatong, Watshara

ICAS: Two-factor identity-concealed authentication scheme for remote-servers

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2021-08-01

PREAI

Hossain, Md Jakir; Xu, Chunxiang; Li, Chuang; Mahmud, S. M. Hasan; Zhang, Xiaojun; Li, Wanpeng

Dimensionality reduction based multi-kernel framework for drug-target interaction prediction

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2021-05-01

OAAI

Mahmud, S. M. Hasan; Chen, Wenyu; Jahan, Hosney; Liu, Yougsheng; Hasan, S. M. Mamun

Bioinformatics and system biology approach to identify the influences of SARS-CoV-2 infections to idiopathic pulmonary fibrosis and chronic obstructive pulmonary disease patients

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-04-13

OAAI

Mahmud, S. M. Hasan; Al-Mustanjid, Md; Akter, Farzana; Rahman, Md Shazzadur; Ahmed, Kawsar; Rahman, Md Habibur; Chen, Wenyu; Moni, Mohammad Ali

PreDTIs: prediction of drug-target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-03-12

OAAI

Mahmud, S. M. Hasan; Chen, Wenyu; Liu, Yongsheng; Awal, Md Abdul; Ahmed, Kawsar; Rahman, Md Habibur; Moni, Mohammad Ali

Identification of biomarkers and pathways for the SARS-CoV-2 infections that make complexities in pulmonary arterial hypertension patients

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-02-22

OAAI

Taz, Tasnimul Alam; Ahmed, Kawsar; Paul, Bikash Kumar; Al-Zahrani, Fahad Ahmed; Mahmud, S. M. Hasan; Moni, Mohammad Ali

A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility Data

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Awal, Md. Abdul; Masud, Mehedi; Hossain, Md. Shahadat; Bulbul, Abdullah Al-Mamun; Mahmud, S. M. Hasan; Bairagi, Anupam Kumar

Detection of molecular signatures and pathways shared in inflammatory bowel disease and colorectal cancer: A bioinformatics and systems biology approach

GENOMICS

IF3

2020-09-01

OAAI

Al-Mustanjid, Md; Mahmud, S. M. Hasan; Royel, Md Rejaul Islam; Rahman, Md Habibur; Islam, Tania; Rahman, Md Rezanur; Moni, Mohammad Ali

iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over-Sampling Technique SMOTE

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Mahmud, S. M. Hasan; Chen, Wenyu; Jahan, Hosney; Liu, Yongsheng; Sujan, Nasir Islam; Ahmed, Saeed

An Efficient Deep Learning Model to Infer User Demographic is Information From Ratings

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Liu, Yongsheng; Qu, Hong; Chen, Wenyu; Mahmud, S. M. Hasan

研究方向