Md. Ashad Alam

26 papers Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Histo-MExNet: A Unified Framework for Real-World, Cross-Magnification, and Trustworthy Breast Cancer Histopathology.
CoRR
Enam Ahmed Taufika, Md Ahasanul Arafath, Abhijit Kumar Ghosh, Md Tanzim Reza, Md. Ashad Alam
2025 J jnl
Artificial Intelligence Powered Identification of Potential Antidiabetic Compounds in Ficus religiosa.
CoRR
Md. Ashad Alam, Md Amanullah
2025 J jnl
Colorectal Cancer Histopathological Grading using Multi-Scale Federated Learning.
CoRR
Md Ahasanul Arafath, Abhijit Kumar Ghosh, Md Rony Ahmed, Sabrin Afroz, Minhazul Hosen, Md Hasan Moon, Md Tanzim Reza, Md. Ashad Alam
2025 J jnl
Identifying multi-omics interactions for lung cancer drug targets discovery using Kernel Machine Regression.
CoRR
Md. Imtyaz Ahmed, Md. Delwar Hossain, Md. Mostafizer Rahman, Md. Ahsan Habib, Md. Mamunur Rashid, Md. Selim Reza, Md. Ashad Alam
2025 J jnl
RKUM: An R Package for Robust Kernel Unsupervised Methods.
CoRR
Md. Ashad Alam
2025 J jnl
RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis.
IEEE Trans. Emerg. Top. Comput. Intell.
Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam
2025 J jnl
Transforming Multi-Omics Integration with GANs: Applications in Alzheimer's and Cancer.
CoRR
Md Selim Reza, Sabrin Afroz, Md. Mostafizer Rahman, Md. Ashad Alam
2024 J jnl
RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis.
CoRR
Md. Mostafizer Rahman, Ariful Islam Shiplu, Yutaka Watanobe, Md. Ashad Alam
2022 J jnl
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery.
CoRR
Md. Ashad Alam, Hui Shen, Hong-Wen Deng
2022 J jnl
Weighted Scaling Approach for Metabolomics Data Analysis.
CoRR
Biplab Biswas, Nishith Kumar, Md. Aminul Hoque, Md. Ashad Alam
2021 J jnl
A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets, with application to adolescent brain development and osteoporosis.
J. Biomed. Informatics
Md. Ashad Alam, Chuan Qiu, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
2021 J jnl
IRC-Fuse: improved and robust prediction of redox-sensitive cysteine by fusing of multiple feature representations.
J. Comput. Aided Mol. Des.
Md. Mehedi Hasan, Md. Ashad Alam, Watshara Shoombuatong, Hiroyuki Kurata
2021 J jnl
NeuroPred-FRL: an interpretable prediction model for identifying neuropeptide using feature representation learning.
Briefings Bioinform.
Md. Mehedi Hasan, Md. Ashad Alam, Watshara Shoombuatong, Hong-Wen Deng, Balachandran Manavalan, Hiroyuki Kurata
2020 J jnl
A generalized kernel machine approach to identify higher-order composite effects in multi-view datasets.
CoRR
Md. Ashad Alam, Chuan Qiu, Hui Shen, Yu-Ping Wang, Hong-Wen Deng
2019 J jnl
Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics.
J. Bioinform. Comput. Biol.
Md. Ashad Alam, Osamu Komori, Hong-Wen Deng, Vince D. Calhoun, Yu-Ping Wang
2018 J jnl
Ecological Data Analysis Based on Machine Learning Algorithms.
CoRR
Md. Siraj-Ud-Doula, Md. Ashad Alam
2018 J jnl
Gene Shaving using influence function of a kernel method.
CoRR
Md. Ashad Alam, Mohammad Shahjama, Md. Ferdush Rahman
2018 J jnl
Identifying outliers using multiple kernel canonical correlation analysis with application to imaging genetics.
Comput. Stat. Data Anal.
Md. Ashad Alam, Vince D. Calhoun, Yu-Ping Wang
2018 J jnl
Influence function and robust variant of kernel canonical correlation analysis.
Neurocomputing
Md. Ashad Alam, Kenji Fukumizu, Yu-Ping Wang
2016 — conf
Influence Function of Multiple Kernel Canonical Analysis to Identify Outliers in Imaging Genetics Data.
BCB
Md. Ashad Alam, Vince D. Calhoun, Yu-Ping Wang
2016 — conf
Learning schizophrenia imaging genetics data via Multiple Kernel Canonical Correlation Analysis.
BIBM
Owen Richfield, Md. Ashad Alam, Vince D. Calhoun, Yu-Ping Wang
2016 — conf
Robust Kernel Canonical Correlation Analysis to Detect Gene-Gene Interaction for Imaging Genetics Data.
BCB
Md. Ashad Alam, Osamu Komori, Vince D. Calhoun, Yu-Ping Wang
2015 J jnl
Higher-Order Regularized Kernel Canonical Correlation Analysis.
Int. J. Pattern Recognit. Artif. Intell.
Md. Ashad Alam, Kenji Fukumizu
2014 J jnl
Hyperparameter Selection in Kernel Principal Component Analysis.
J. Comput. Sci.
Md. Ashad Alam, Kenji Fukumizu
2013 — conf
Higher-Order Regularized Kernel CCA.
ICMLA (1)
Md. Ashad Alam, Kenji Fukumizu
2010 J jnl
A Comparative Study of Kernel and Robust Canonical Correlation Analysis.
J. Multim.
Md. Ashad Alam, Mohammed Nasser, Kenji Fukumizu