Alok Sharma
University of Manitoba(CA)
Publications by Year
Research Areas
Machine Learning in Bioinformatics, RNA and protein synthesis mechanisms, Protein Structure and Dynamics, Genomics and Phylogenetic Studies, Gene expression and cancer classification
Most-Cited Works
- → DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture(2019)405 cited
- → Improving prediction of secondary structure, local backbone angles and solvent accessible surface area of proteins by iterative deep learning(2015)364 cited
- → Critical assessment of protein intrinsic disorder prediction(2021)357 cited
- → Linear discriminant analysis for the small sample size problem: an overview(2014)279 cited
- → Gram-positive and Gram-negative protein subcellular localization by incorporating evolutionary-based descriptors into Chou׳s general PseAAC(2014)243 cited
- → Fast principal component analysis using fixed-point algorithm(2007)186 cited
- → SPIDER2: A Package to Predict Secondary Structure, Accessible Surface Area, and Main-Chain Torsional Angles by Deep Neural Networks(2016)177 cited
- → A feature extraction technique using bi-gram probabilities of position specific scoring matrix for protein fold recognition(2012)152 cited
- → Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto‐encoder deep neural network(2014)152 cited
- → An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information(2017)134 cited