Saurav Mallik
Orcid: 0000-0003-4107-6784
According to our database1,
Saurav Mallik
authored at least 49 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
HaCk: Hand Gesture Classification Using a Convolutional Neural Network and Generative Adversarial Network-Based Data Generation Model.
Inf., February, 2024
Extended Investigations on a Compact, Isolation Enhanced, Printed MIMO Antenna for Higher Band 5G.
Wirel. Pers. Commun., January, 2024
IEEE Access, 2024
EdgeMatch: A Smart Approach for Scheduling IoT-Edge Tasks With Multiple Criteria Using Game Theory.
IEEE Access, 2024
2023
TVFx - CoVID-19 X-Ray images classification approach using neural networks based feature thresholding technique.
BMC Medical Imaging, December, 2023
Multimodal hybrid convolutional neural network based brain tumor grade classification.
BMC Bioinform., December, 2023
A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection.
BMC Bioinform., December, 2023
Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approach.
BMC Bioinform., December, 2023
Multi-Objective artificial bee colony optimized hybrid deep belief network and XGBoost algorithm for heart disease prediction.
Frontiers Digit. Health, May, 2023
Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data.
Frontiers Bioinform., May, 2023
A scalable unsupervised learning of scRNAseq data detects rare cells through integration of structure-preserving embedding, clustering and outlier detection.
Briefings Bioinform., May, 2023
J. Imaging, January, 2023
AngClust: Angle Feature-Based Clustering for Short Time Series Gene Expression Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
A Framework for Detecting Thyroid Cancer from Ultrasound and Histopathological Images Using Deep Learning, Meta-Heuristics, and MCDM Algorithms.
J. Imaging, 2023
Machinability of Titanium Grade 5 Alloy for Wire Electrical Discharge Machining Using a Hybrid Learning Algorithm.
Inf., 2023
PDD-ET: Parkinson's Disease Detection Using ML Ensemble Techniques and Customized Big Dataset.
Inf., 2023
Unlocking Blockchain Interconnectivity: Smart Contract-Driven Cross-Chain Communication.
IEEE Access, 2023
PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems.
IEEE Access, 2023
IEEE Access, 2023
Autism Detection of MRI Brain Images Using Hybrid Deep CNN With DM-Resnet Classifier.
IEEE Access, 2023
Performance Analysis of Student Psychology-Based Optimization for the Frequency Control of Hybrid-Power System.
IEEE Access, 2023
2022
A Novel Graph Topology-Based GO-Similarity Measure for Signature Detection From Multi-Omics Data and its Application to Other Problems.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Unsupervised Feature Selection Using an Integrated Strategy of Hierarchical Clustering With Singular Value Decomposition: An Integrative Biomarker Discovery Method With Application to Acute Myeloid Leukemia.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Designing optimal convolutional neural network architecture using differential evolution algorithm.
Patterns, 2022
Comparison of five supervised feature selection algorithms leading to top features and gene signatures from multi-omics data in cancer.
BMC Bioinform., 2022
Light Convolutional Neural Network to Detect Eye Diseases from Retinal Images: Diabetic Retinopathy and Glaucoma.
TCCE, 2022
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Determining the interaction status and evolutionary fate of duplicated homomeric proteins.
PLoS Comput. Biol., 2020
BMC Bioinform., 2020
Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data.
Briefings Bioinform., 2020
Critical microRNAs and regulatory motifs in cleft palate identified by a conserved miRNA-TF-gene network approach in humans and mice.
Briefings Bioinform., 2020
2019
Identification of Multiview Gene Modules Using Mutual Information-Based Hypograph Mining.
IEEE Trans. Syst. Man Cybern. Syst., 2019
Erratum: "Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data".
J. Inf. Knowl. Manag., 2019
Distance based knowledge retrieval through rule mining for complex biomarker recognition from tri-omics profiles.
Int. J. Comput. Biol. Drug Des., 2019
An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays.
Briefings Bioinform., 2019
A Multi-classifier Model to Identify Mitochondrial Respiratory Gene Signatures in Human Cancer.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
A Framework for Allocation of IoT Devices to the Fog Service Providers in Strategic Setting.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019
2018
Integrating Multiple Data Sources for Combinatorial Marker Discovery: A Study in Tumorigenesis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data.
J. Inf. Knowl. Manag., 2018
Multi-Objective Optimization Approaches in Biological Learning System on Microarray Data.
Proceedings of the Multi-Objective Optimization - Evolutionary to Hybrid Framework, 2018
2017
Towards integrated oncogenic marker recognition through mutual information-based statistically significant feature extraction: an association rule mining based study on cancer expression and methylation profiles.
Quant. Biol., 2017
TrapRM: Transcriptomic and proteomic rule mining using weighted shortest distance based multiple minimum supports for multi-omics dataset.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2015
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset.
J. Biomed. Informatics, 2015
2014
A Survey and Comparative Study of Statistical Tests for Identifying Differential Expressionfrom Microarray Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
2013
Integrated Statistical and Rule-Mining Techniques for Dna Methylation and Gene Expression Data Analysis.
J. Artif. Intell. Soft Comput. Res., 2013
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013