Alok Sharma

According to our database, Alok Sharma authored at least 86 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Correction to: SleepBoost: a multi‑level tree‑based ensemble model for automatic sleep stage classification.

Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma

Medical Biol. Eng. Comput., September, 2024

SleepBoost: a multi-level tree-based ensemble model for automatic sleep stage classification.

Akib Zaman, Shiu Kumar, Swakkhar Shatabda, Iman Dehzangi, Alok Sharma

Medical Biol. Eng. Comput., September, 2024

multi-GAT: Integrative Analysis of scRNA-seq and scATAC-seq Data Using Graph Attention Networks for Cell Annotation.

Shangru Jia, Tatsuhiko Tsunoda, Alok Sharma

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

2023

Memory capacity of recurrent neural networks with matrix representation.

Animesh Renanse, Alok Sharma, Rohitash Chandra

Neurocomputing, December, 2023

scDeepInsight: a supervised cell-type identification method for scRNA-seq data with deep learning.

Shangru Jia, Artem Lysenko, Keith A. Boroevich, Alok Sharma, Tatsuhiko Tsunoda

Briefings Bioinform., September, 2023

CAID prediction portal: a comprehensive service for predicting intrinsic disorder and binding regions in proteins.

Alessio Del Conte, Adel Bouhraoua, Mahta Mehdiabadi, Damiano Clementel, Alexander Miguel Monzon, Alex S. Holehouse, Daniel A. Griffith, Ryan J. Emenecker, Ashwini Patil, Ronesh Sharma, Tatsuhiko Tsunoda, Alok Sharma, Yi Jun Tang, Bin Liu, Claudio Mirabello, Björn Wallner, Burkhard Rost, Dagmar Ilzhöfer, Maria Littmann, Michael Heinzinger, Lea I M. Krautheimer, Michael Bernhofer, Liam J. McGuffin, Isabelle Callebaut, Tristan Bitard Feildel, Jian Liu, Jianlin Cheng, Zhiye Guo, Jinbo Xu, Sheng Wang, Nawar Malhis, Jörg Gsponer, Chol-Song Kim, Kun-Sop Han, Myong-Chol Ma, Lukasz A. Kurgan, Sina Ghadermarzi, Akila Katuwawala, Bi Zhao, Zhenling Peng, Zhonghua Wu, Gang Hu, Kui Wang, Md. Tamjidul Hoque, Md Wasi Ul Kabir, Michele Vendruscolo, Pietro Sormanni, Min Li, Fuhao Zhang, Pengzhen Jia, Yida Wang, Michail Yu. Lobanov, Oxana V. Galzitskaya, Wim F. Vranken, Adrián Díaz, Thomas Litfin, Yaoqi Zhou, Jack Hanson, Kuldip K. Paliwal, Zsuzsanna Dosztányi, Gábor Erdös, Silvio C. E. Tosatto, Damiano Piovesan

Nucleic Acids Res., July, 2023

2022

Learnings from Technological Interventions in a Low Resource Language: Enhancing Information Access in Gondi.

Devansh Mehta, Harshita Diddee, Ananya Saxena, Anurag Shukla, Sebastin Santy, Ramaravind Kommiya Mothilal, Brij Mohan Lal Srivastava, Alok Sharma, Vishnu Prasad, Venkanna U, Kalika Bali

CoRR, 2022

How to Backpropagate through Hungarian in Your DETR?

Lingji Chen, Alok Sharma, Chinmay Shirore, Chengjie Zhang, Balarama Raju Buddharaju

CoRR, 2022

A Regression and Neural Network-Based Methodology to Improve Vertical Resolution of Matched Indian Ground Radar Reflectivity Observations.

Alok Sharma, Srinivasa Ramanujam Kannan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

OPTICAL+: a frequency-based deep learning scheme for recognizing brain wave signals.

Shiu Kumar, Ronesh Sharma, Alok Sharma

PeerJ Comput. Sci., 2021

Memory Capacity of Neural Turing Machines with Matrix Representation.

Animesh Renanse, Rohitash Chandra, Alok Sharma

CoRR, 2021

SPECTRA: a tool for enhanced brain wave signal recognition.

Shiu Kumar, Tatsuhiko Tsunoda, Alok Sharma

BMC Bioinform., 2021

Forecasting the spread of COVID-19 using LSTM network.

Shiu Kumar, Ronesh Sharma, Tatsuhiko Tsunoda, Thirumananseri Kumarevel, Alok Sharma

BMC Bioinform., 2021

DeepFeature: feature selection in nonimage data using convolutional neural network.

Alok Sharma, Artem Lysenko, Keith A. Boroevich, Edwin Vans, Tatsuhiko Tsunoda

Briefings Bioinform., 2021

Upscaling IMD Ground Radar Vertical Reflectivity Using TRMM PR Observations and Artificial Neural Network.

Alok Sharma, Srinivasa Ramanujam Kannan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Demo: A WhatsApp Bot for Citizen Journalism in Rural India.

Priyanka Verma, Ananya Saxena, Alok Sharma, Bill Thies, Devansh Mehta

Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021

A Hybrid Multi-Modal System for Conducting Virtual Workshops Using Interactive Voice Response and the WhatsApp Business API.

Vishnu Prasad, Richard Shallam, Alok Sharma, Delvin Varghese, Devansh Mehta

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

C-iSUMO: A sumoylation site predictor that incorporates intrinsic characteristics of amino acid sequences.

Yosvany López, Abdollah Dehzangi, Hamendra Manhar Reddy, Alok Sharma

Comput. Biol. Chem., 2020

Mal-Light: Enhancing Lysine Malonylation Sites Prediction Problem Using Evolutionary-based Features.

Md. Wakil Ahmad, Md. Easin Arafat, Ghazaleh Taherzadeh, Alok Sharma, Shubhashis Roy Dipta, Abdollah Dehzangi, Swakkhar Shatabda

IEEE Access, 2020

Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi.

Devansh Mehta, Sebastin Santy, Ramaravind Kommiya Mothilal, Brij Mohan Lal Srivastava, Alok Sharma, Anurag Shukla, Vishnu Prasad, Venkanna U, Amit Sharma, Kalika Bali

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Using Mobile Airtime Credits to Incentivize Learning, Sharing and Survey Response: Experiences from the Field.

Devansh Mehta, Ramaravind Kommiya Mothilal, Alok Sharma, William Thies, Amit Sharma

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020

Facilitating Media Distribution with Monetary Incentives.

Devansh Mehta, Alok Sharma, Ramaravind Kommiya Mothilal, Chiraag, Anurag Shukla, Vishnu Prasad, William Thies, Venkanna U, Colin Scott, Amit Sharma

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

Computational Pipelines and Workflows in Bioinformatics.

Yosvany López, Piotr J. Kamola, Ronesh Sharma, Daichi Shigemizu, Tatsuhiko Tsunoda, Alok Sharma

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

Protein secondary structure prediction using neural networks and deep learning: A review.

Wafaa Wardah, M. G. M. Khan, Alok Sharma, Mahmood A. Rashid

Comput. Biol. Chem., 2019

Discovering MoRFs by trisecting intrinsically disordered protein sequence into terminals and middle regions.

Ronesh Sharma, Alok Sharma, Ashwini Patil, Tatsuhiko Tsunoda

BMC Bioinform., 2019

GlyStruct: glycation prediction using structural properties of amino acid residues.

Hamendra Manhar Reddy, Alok Sharma, Abdollah Dehzangi, Daichi Shigemizu, Abel Avitesh Chandra, Tatsuhiko Tsunoda

BMC Bioinform., 2019

PyFeat: a Python-based effective feature generation tool for DNA, RNA and protein sequences.

Rafsanjani Muhammod, Sajid Ahmed, Dewan Md. Farid, Swakkhar Shatabda, Alok Sharma, Abdollah Dehzangi

Bioinform., 2019

Clustering of Small-Sample Single-Cell RNA-Seq Data via Feature Clustering and Selection.

Edwin Vans, Alok Sharma, Ashwini Patil, Daichi Shigemizu, Tatsuhiko Tsunoda

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Computational Prediction of Lysine Pupylation Sites in Prokaryotic Proteins Using Position Specific Scoring Matrix into Bigram for Feature Extraction.

Vineet Singh, Alok Sharma, Abel Avitesh Chandra, Abdollah Dehzangi, Daichi Shigemizu, Tatsuhiko Tsunoda

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Subject-Specific-Frequency-Band for Motor Imagery EEG Signal Recognition Based on Common Spatial Spectral Pattern.

Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Learnings from an Ongoing Deployment of an IVR-based Platform for Voter Awareness.

Ramaravind Kommiya Mothilal, Devansh Mehta, Alok Sharma, William Thies, Amit Sharma

Proceedings of the Companion Publication of the 2019 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2019

2018

A new parameter tuning approach for enhanced motor imagery EEG signal classification.

Shiu Kumar, Alok Sharma

Medical Biol. Eng. Comput., 2018

OPAL: prediction of MoRF regions in intrinsically disordered protein sequences.

Ronesh Sharma, Gaurav Raicar, Tatsuhiko Tsunoda, Ashwini Patil, Alok Sharma

Bioinform., 2018

2017

Hierarchical Maximum Likelihood Clustering Approach.

Alok Sharma, Keith A. Boroevich, Daichi Shigemizu, Yoichiro Kamatani, Michiaki Kubo, Tatsuhiko Tsunoda

IEEE Trans. Biomed. Eng., 2017

Detecting TCP SYN Flood Attack in the Cloud.

Raneel Kumar, Sunil Pranit Lal, Alok Sharma

J. Softw., 2017

CSP-TSM: Optimizing the performance of Riemannian tangent space mapping using common spatial pattern for MI-BCI.

Shiu Kumar, Kabir A. Mamun, Alok Sharma

Comput. Biol. Medicine, 2017

Application of sequential factorial design and orthogonal array composite design (OACD) to study combination of 5 prostate cancer drugs.

Xiaolong Jia, Yiyang Li, Alok Sharma, Yulong Li, Guohai Xie, Guoyao Wang, Junhui Jiang, Yue Cheng, Xianting Ding

Comput. Biol. Chem., 2017

Divisive hierarchical maximum likelihood clustering.

Alok Sharma, Yosvany López, Tatsuhiko Tsunoda

BMC Bioinform., 2017

2D-EM clustering approach for high-dimensional data through folding feature vectors.

Alok Sharma, Piotr J. Kamola, Tatsuhiko Tsunoda

BMC Bioinform., 2017

An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information.

Shiu Kumar, Alok Sharma, Tatsuhiko Tsunoda

BMC Bioinform., 2017

Mortality Prediction of ICU patients using Machine Leaning: A survey.

Alok Sharma, Anupam Shukla, Ritu Tiwari, Apoorva Mishra

Proceedings of the International Conference on Compute and Data Analysis, 2017

2016

Protein Fold Recognition Using Genetic Algorithm Optimized Voting Scheme and Profile Bigram.

Harsh Saini, Gaurav Raicar, Sunil Pranit Lal, Abdollah Dehzangi, Seiya Imoto, Alok Sharma

J. Softw., 2016

Stepwise iterative maximum likelihood clustering approach.

Alok Sharma, Daichi Shigemizu, Keith A. Boroevich, Yosvany López, Yoichiro Kamatani, Michiaki Kubo, Tatsuhiko Tsunoda

BMC Bioinform., 2016

Predicting MoRFs in protein sequences using HMM profiles.

Ronesh Sharma, Shiu Kumar, Tatsuhiko Tsunoda, Ashwini Patil, Alok Sharma

BMC Bioinform., 2016

Highly accurate sequence-based prediction of half-sphere exposures of amino acid residues in proteins.

Rhys Heffernan, Abdollah Dehzangi, James G. Lyons, Kuldip K. Paliwal, Alok Sharma, Jihua Wang, Abdul Sattar, Yaoqi Zhou, Yuedong Yang

Bioinform., 2016

Decimation filter with Common Spatial Pattern and Fishers Discriminant Analysis for motor imagery classification.

Shiu Kumar, Ronesh Sharma, Alok Sharma, Tatsuhiko Tsunoda

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Detecting Denial of Service Attacks in the Cloud.

Raneel Kumar, Sunil Pranit Lal, Alok Sharma

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015

Linear discriminant analysis for the small sample size problem: an overview.

Alok Sharma, Kuldip K. Paliwal

Int. J. Mach. Learn. Cybern., 2015

A deterministic approach to regularized linear discriminant analysis.

Alok Sharma, Kuldip K. Paliwal

Neurocomputing, 2015

A mixture of physicochemical and evolutionary-based feature extraction approaches for protein fold recognition.

Abdollah Dehzangi, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar

Int. J. Data Min. Bioinform., 2015

Gram-positive and gram-negative subcellular localization using rotation forest and physicochemical-based features.

Abdollah Dehzangi, Sohrab Sohrabi, Rhys Heffernan, Alok Sharma, James G. Lyons, Kuldip K. Paliwal, Abdul Sattar

BMC Bioinform., 2015

Diagnosis of Parkinson Disease Patients Using Egyptian Vulture Optimization Algorithm.

Aditya Dixit, Alok Sharma, Ankur Singh, Anupam Shukla

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2015

2014

A Segmentation-Based Method to Extract Structural and Evolutionary Features for Protein Fold Recognition.

Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

A feature selection method using improved regularized linear discriminant analysis.

Alok Sharma, Kuldip K. Paliwal, Seiya Imoto, Satoru Miyano

Mach. Vis. Appl., 2014

A feature selection method using fixed-point algorithm for DNA microarray gene expression data.

Alok Sharma, Kuldip K. Paliwal, Seiya Imoto, Satoru Miyano, Vandana Sharma, Rajeshkannan Ananthanarayanan

Int. J. Knowl. Based Intell. Eng. Syst., 2014

Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network.

James G. Lyons, Abdollah Dehzangi, Rhys Heffernan, Alok Sharma, Kuldip K. Paliwal, Abdul Sattar, Yaoqi Zhou, Yuedong Yang

J. Comput. Chem., 2014

Protein Structural Class Prediction via k-Separated Bigrams Using Position Specific Scoring Matrix.

Harsh Saini, Gaurav Raicar, Alok Sharma, Sunil Pranit Lal, Abdollah Dehzangi, Rajeshkannan Ananthanarayanan, James G. Lyons, Neela Biswas, Kuldip K. Paliwal

J. Adv. Comput. Intell. Intell. Informatics, 2014

Importance of Computational Intelligent in Proteomics.

Kabir A. Mamun, Alok Sharma

J. Adv. Comput. Intell. Intell. Informatics, 2014

Proposing a highly accurate protein structural class predictor using segmentation-based features.

Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar

BMC Genom., 2014

Improving protein fold recognition using the amalgamation of evolutionary-based and structural based information.

Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdollah Dehzangi

BMC Bioinform., 2014

2013

Principal component analysis using QR decomposition.

Alok Sharma, Kuldip K. Paliwal, Seiya Imoto, Satoru Miyano

Int. J. Mach. Learn. Cybern., 2013

A strategy to select suitable physicochemical attributes of amino acids for protein fold recognition.

Alok Sharma, Kuldip K. Paliwal, Abdollah Dehzangi, James G. Lyons, Seiya Imoto, Satoru Miyano

BMC Bioinform., 2013

Exploring Potential Discriminatory Information Embedded in PSSM to Enhance Protein Structural Class Prediction Accuracy.

Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar

Proceedings of the Pattern Recognition in Bioinformatics, 2013

Enhancing Protein Fold Prediction Accuracy Using Evolutionary and Structural Features.

Abdollah Dehzangi, Kuldip K. Paliwal, James G. Lyons, Alok Sharma, Abdul Sattar

Proceedings of the Pattern Recognition in Bioinformatics, 2013

Protein Fold Recognition Using an Overlapping Segmentation Approach and a Mixture of Feature Extraction Models.

Abdollah Dehzangi, Kuldip K. Paliwal, Alok Sharma, James G. Lyons, Abdul Sattar

Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

2012

A Top-r Feature Selection Algorithm for Microarray Gene Expression Data.

Alok Sharma, Seiya Imoto, Satoru Miyano

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A two-stage linear discriminant analysis for face-recognition.

Alok Sharma, Kuldip K. Paliwal

Pattern Recognit. Lett., 2012

A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices.

Alok Sharma, Kuldip K. Paliwal

Pattern Recognit., 2012

Null space based feature selection method for gene expression data.

Alok Sharma, Seiya Imoto, Satoru Miyano, Vandana Sharma

Int. J. Mach. Learn. Cybern., 2012

A between-Class Overlapping Filter-Based Method for transcriptome Data Analysis.

Alok Sharma, Seiya Imoto, Satoru Miyano

J. Bioinform. Comput. Biol., 2012

Improved Pseudoinverse Linear Discriminant Analysis Method for Dimensionality Reduction.

Kuldip K. Paliwal, Alok Sharma

Int. J. Pattern Recognit. Artif. Intell., 2012

2011

Tanimoto Based Similarity Measure for Intrusion Detection System.

Alok Sharma, Sunil Pranit Lal

J. Information Security, 2011

Managing Knowledge for Organization-Wide Ad Hoc Committees.

Alok Sharma, Les Miller, Sree Nilakanta

Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010

Improved direct LDA and its application to DNA microarray gene expression data.

Kuldip K. Paliwal, Alok Sharma

Pattern Recognit. Lett., 2010

2008

Rotational Linear Discriminant Analysis Technique for Dimensionality Reduction.

Alok Sharma, Kuldip K. Paliwal

IEEE Trans. Knowl. Data Eng., 2008

A Gradient Linear Discriminant Analysis for Small Sample Sized Problem.

Alok Sharma, Kuldip K. Paliwal

Neural Process. Lett., 2008

Cancer classification by gradient LDA technique using microarray gene expression data.

Alok Sharma, Kuldip K. Paliwal

Data Knowl. Eng., 2008

2007

Detecting masquerades using a combination of Naïve Bayes and weighted RBF approach.

Alok Sharma, Kuldip K. Paliwal

J. Comput. Virol., 2007

Fast principal component analysis using fixed-point algorithm.

Alok Sharma, Kuldip K. Paliwal

Pattern Recognit. Lett., 2007

Intrusion detection using text processing techniques with a kernel based similarity measure.

Alok Sharma, Arun K. Pujari, Kuldip K. Paliwal

Comput. Secur., 2007

2006

Class-dependent PCA, MDC and LDA: A combined classifier for pattern classification.

Alok Sharma, Kuldip K. Paliwal, Godfrey C. Onwubolu

Pattern Recognit., 2006

Subspace independent component analysis using vector kurtosis.

Alok Sharma, Kuldip K. Paliwal

Pattern Recognit., 2006

1995

InSyn: integrated scheduling for DSP applications.

Alok Sharma, Rajiv Jain

IEEE Trans. Signal Process., 1995

1994

Register Estimation from Behavioral Specifications.

Alok Sharma, Rajiv Jain

Proceedings of the Proceedings 1994 IEEE International Conference on Computer Design: VLSI in Computer & Processors, 1994

1993

Estimating architectural resources and performance for high-level synthesis applications.

Alok Sharma, Rajiv Jain

IEEE Trans. Very Large Scale Integr. Syst., 1993

1991

Empirical Evaluation of Some High-Level Synthesis Scheduling Heuristics.

Rajiv Jain, Ashutosh Mujumdar, Alok Sharma, Hueymin Wang

Proceedings of the 28th Design Automation Conference, 1991