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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
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
342021
Hyperparameter selection in kernel principal component analysis
MA Alam, K Fukumizu
312014
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
302019
Higher-order regularized kernel canonical correlation analysis
M Ashad Alam, K Fukumizu
International Journal of Pattern Recognition and Artificial Intelligence 29 …, 2015
232015
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
192018
Influence function and robust variant of kernel canonical correlation analysis
MA Alam, K Fukumizu, YP Wang
Neurocomputing 304, 2-29, 2018
162018
A Comparative Study of Kernel and Robust Canonical Correlation Analysis.
AM Alam, M Nasser, K Fukumizu
Journal of Multimedia 5 (1), 2010
152010
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
152008
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
122016
Higher-order regularized kernel CCA
MA Alam, K Fukumizu
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
122013
Kernel Choice for Unsupervised Kernel Methods
AM Alam
112014
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
102018
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
82021
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, 2022
72022
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
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
72010
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
62019
Robust kernel canonical correlation analysis to detect gene-gene interaction for imaging genetics data
MA Alam, O Komori, V Calhoun, YP Wang
Proceedings of the 7th ACM International Conference on Bioinformatics …, 2016
62016
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
52022
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