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Md. Ashad Alam
Md. Ashad Alam
Instructor of Statistics and Data Science, Tulane University School of Medicine, USA
Verified email at tulane.edu - Homepage
Title
Cited by
Cited by
Year
Prediction of algal chlorophyll-a and water clarity in monsoon-region reservoir using machine learning approaches
M Mamun, JJ Kim, MA Alam, KG An
Water 12 (1), 30, 2019
612019
NeuroPred-FRL: an interpretable prediction model for identifying neuropeptide using feature representation learning
MM Hasan, MA Alam, W Shoombuatong, HW Deng, B Manavalan, ...
Briefings in Bioinformatics 22 (6), bbab167, 2021
602021
Deepm5C: a deep-learning-based hybrid framework for identifying human RNA N5-methylcytosine sites using a stacking strategy
MM Hasan, S Tsukiyama, JY Cho, H Kurata, MA Alam, X Liu, ...
Molecular Therapy 30 (8), 2856-2867, 2022
492022
Hyperparameter selection in kernel principal component analysis
MA Alam, K Fukumizu
Journal of Computer Science 10 (7), 1139, 2014
402014
A kernel machine method for detecting higher order interactions in multimodal datasets: Application to schizophrenia
MA Alam, HY Lin, HW Deng, VD Calhoun, YP Wang
Journal of neuroscience methods 309, 161-174, 2018
262018
Higher-order regularized kernel canonical correlation analysis
M Ashad Alam, K Fukumizu
International Journal of Pattern Recognition and Artificial Intelligence 29 …, 2015
242015
Influence function and robust variant of kernel canonical correlation analysis
MA Alam, K Fukumizu, YP Wang
Neurocomputing 304, 2-29, 2018
192018
Effect of sun drying on the composition and shelf life of Goat Meat (Capra aegagrus hircus)
MN Islam, MN Alam, MR Amin, DC Roy
Res. Pub. J 4 (2), 114-123, 2010
182010
A Comparative Study of Kernel and Robust Canonical Correlation Analysis.
AM Alam, M Nasser, K Fukumizu
Journal of Multimedia 5 (1), 2010
162010
Sensitivity analysis in robust and kernel canonical correlation analysis
MA Alam, M Nasser, K Fukumizu
2008 11th International Conference on Computer and Information Technology …, 2008
162008
Recent development of bioinformatics tools for microRNA target prediction
MS Khatun, MA Alam, W Shoombuatong, MNH Mollah, H Kurata, ...
Current Medicinal Chemistry 29 (5), 865-880, 2022
132022
Identifying outliers using multiple kernel canonical correlation analysis with application to imaging genetics
MA Alam, VD Calhoun, YP Wang
Computational Statistics & Data Analysis 125, 70-85, 2018
132018
Learning schizophrenia imaging genetics data via multiple kernel canonical correlation analysis
O Richfield, MA Alam, V Calhoun, YP Wang
2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016
132016
Influence function of multiple kernel canonical analysis to identify outliers in imaging genetics data
MA Alam, V Calhoun, YP Wang
Proceedings of the 7th acm international conference on bioinformatics …, 2016
132016
Kernel Choice for Unsupervised Kernel Methods
AM Alam
122014
Higher-order regularized kernel CCA
MA Alam, K Fukumizu
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
122013
PUP-fuse: prediction of protein pupylation sites by integrating multiple sequence representations
FN Auliah, AN Nilamyani, W Shoombuatong, MA Alam, MM Hasan, ...
International journal of molecular sciences 22 (4), 2120, 2021
92021
Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics
M Ashad Alam, O Komori, HW Deng, VD Calhoun, YP Wang
Journal of bioinformatics and computational biology 17 (04), 1950028, 2019
82019
IRC-Fuse: Improved and robust prediction of redox-sensitive cysteine by fusing of multiple feature representations
MM Hasan, MA Alam, W Shoombuatong, H Kurata
Journal of Computer-Aided Molecular Design 35, 315-323, 2021
72021
Robust kernel (cross-) covariance operators in reproducing kernel hilbert space toward kernel methods
M Alam, K Fukumizu, YP Wang
arXiv preprint arXiv:1602.05563, 2016
72016
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