フォロー
Md. Ashad Alam
Md. Ashad Alam
Instructor of Statistics and Data Science, Tulane University School of Medicine, USA
確認したメール アドレス: tulane.edu - ホームページ
タイトル
引用先
引用先
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
592019
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
572021
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
412022
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
252018
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
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
152008
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
142010
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
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
122022
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
122018
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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