Alok Sharma
Alok Sharma
Senior Scientist at RIKEN; University of the South Pacific; Griffith University
Verified email at griffith.edu.au - Homepage
Title
Cited by
Cited by
Year
Improving prediction of secondary structure, local backbone angles, and solvent accessible surface area of proteins by iterative deep learning
R Heffernan, K Paliwal, J Lyons, A Dehzangi, A Sharma, J Wang, A Sattar, ...
Scientific reports 5, 2015
2962015
Gram-positive and Gram-negative protein subcellular localization by incorporating evolutionary-based descriptors into Chou׳ s general PseAAC
A Dehzangi, R Heffernan, A Sharma, J Lyons, K Paliwal, A Sattar
Journal of theoretical biology 364, 284-294, 2015
2382015
Fast principal component analysis using fixed-point algorithm
A Sharma, KK Paliwal
Pattern Recognition Letters 28 (10), 1151-1155, 2007
2242007
A top-r feature selection algorithm for microarray gene expression data
A Sharma, S Imoto, S Miyano
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (3), 754-764, 2012
2052012
A feature extraction technique using bi-gram probabilities of position specific scoring matrix for protein fold recognition
A Sharma, J Lyons, A Dehzangi, KK Paliwal
Journal of theoretical biology 320, 41-46, 2013
1442013
Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto‐encoder deep neural network
J Lyons, A Dehzangi, R Heffernan, A Sharma, K Paliwal, A Sattar, Y Zhou, ...
Journal of computational chemistry 35 (28), 2040-2046, 2014
1352014
SPIDER2: A Package to Predict Secondary Structure, Accessible Surface Area, and Main-Chain Torsional Angles by Deep Neural Networks
Y Yang, R Heffernan, JL K. Paliwal, A Dehzangi, A Sharma, J Wang, ...
Predicting Protein Secondary Structure 1484, 2017
1192017
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...
Nature Communications 10 (2674), 1-17, 2019
1122019
Linear discriminant analysis for the small sample size problem: an overview
A Sharma, KK Paliwal
International Journal of Machine Learning and Cybernetics 6 (3), 443-454, 2015
1052015
Intrusion detection using text processing techniques with a kernel based similarity measure
A Sharma, AK Pujari, KK Paliwal
computers & security 26 (7-8), 488-495, 2007
1012007
Cancer classification by gradient LDA technique using microarray gene expression data
A Sharma, KK Paliwal
Data & Knowledge Engineering 66 (2), 338-347, 2008
892008
Highly Accurate Sequence-based Prediction of Half-Sphere Exposures of Amino Acid Residues in Proteins
R Heffernan, A Dehzangi, J Lyons, K Paliwal, A Sharma, J Wang, A Sattar, ...
Bioinformatics 32 (6), 843-849, 2016
852016
Predict Gram-positive and Gram-negative subcellular localization via incorporating evolutionary information and physicochemical features into Chou’s general PseAAC
R Sharma, A Dehzangi, J Lyons, K Paliwal, T Tsunoda, A Sharma
IEEE Transactions on NanoBioscience 14 (8), 915-926, 2015
802015
Class-dependent PCA, MDC and LDA: A combined classifier for pattern classification
A Sharma, KK Paliwal, GC Onwubolu
Pattern Recognition 39 (7), 1215-1229, 2006
752006
A deep learning approach for motor imagery EEG signal classification
S Kumar, A Sharma, K Mamun, T Tsunoda
2016 3rd Asia-Pacific World Congress on Computer Science and Engineering …, 2016
742016
Null space based feature selection method for gene expression data
A Sharma, S Imoto, S Miyano, V Sharma
International Journal of Machine Learning and Cybernetics 3 (4), 269-276, 2012
722012
A tri-gram based feature extraction technique using linear probabilities of position specific scoring matrix for protein fold recognition
KK Paliwal, A Sharma, J Lyons, A Dehzangi
IEEE transactions on nanobioscience 13 (1), 44-50, 2014
712014
An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information
S Kumar, A Sharma, T Tatsuhiko
BMC Bioinformatics 18 (Suppl 16), 545, 2017
672017
DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture
A Sharma, E Vans, D Shigemizu, KA Boroevich, T Tsunoda
Scientific Reports 9 (1), 1-7, 2019
652019
Principal component analysis using QR decomposition
A Sharma, KK Paliwal, S Imoto, S Miyano
International Journal of Machine Learning and Cybernetics 4 (6), 679-683, 2013
652013
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Articles 1–20