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ORCIDSaurav Mallik
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2020 – today
- 2023
[j26]Tapas Si
, Debolina Bhattacharya, Somen Nayak, Péricles B. C. de Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin:
PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems. IEEE Access 11: 46413-46440 (2023)- [j25]Kirtirajsinh Zala, Vyom Modi, Deepakkumar Giri, Biswaranjan Acharya, Saurav Mallik, Hong Qin:
Unlocking Blockchain Interconnectivity: Smart Contract-Driven Cross-Chain Communication. IEEE Access 11: 75365-75380 (2023) - [j24]Somnath Ganguly, Joyti Mudi, Vivekananda Mukherjee, Tapas Si, Saurav Mallik, Aimin Li, Amal Al-Rasheed, Mohamed Abbas, Ayman Abdulhammed:
Performance Analysis of Student Psychology-Based Optimization for the Frequency Control of Hybrid-Power System. IEEE Access 11: 93864-93882 (2023) - [j23]Koushik Mallick, Sikim Chakraborty, Saurav Mallik, Sanghamitra Bandyopadhyay:
A scalable unsupervised learning of scRNAseq data detects rare cells through integration of structure-preserving embedding, clustering and outlier detection. Briefings Bioinform. 24(3) (2023) - [j22]Saurav Mallik, Soumita Seth, Amalendu Si, Tapas Bhadra, Zhongming Zhao:
Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data. Frontiers Bioinform. 3 (2023) - [j21]Mohan Bhandari, Arjun Neupane, Saurav Mallik, Loveleen Gaur, Hong Qin:
Auguring Fake Face Images Using Dual Input Convolution Neural Network. J. Imaging 9(1): 3 (2023) - [j20]Aimin Li, Siqi Xiong, Junhuai Li, Saurav Mallik, Yajun Liu, Rong Fei, Hongfang Zhou, Guangming Liu:
AngClust: Angle Feature-Based Clustering for Short Time Series Gene Expression Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 20(2): 1574-1580 (2023) - 2022
- [j19]Tapas Bhadra, Saurav Mallik, Neaj Hasan, Zhongming Zhao:
Comparison of five supervised feature selection algorithms leading to top features and gene signatures from multi-omics data in cancer. BMC Bioinform. 23-S(3): 153 (2022) - [j18]Arjun Ghosh, Nanda Dulal Jana, Saurav Mallik, Zhongming Zhao:
Designing optimal convolutional neural network architecture using differential evolution algorithm. Patterns 3(9): 100567 (2022) - [j17]Koushik Mallick, Saurav Mallik, Sanghamitra Bandyopadhyay, Sikim Chakraborty:
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. 19(2): 773-785 (2022) - [j16]Tapas Bhadra, Saurav Mallik, Amir Sohel, Zhongming Zhao:
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. 19(3): 1354-1364 (2022) - [c8]Supantha Das, Arnab Hazra, Soumen Kumar Pati, Soumadip Ghosh, Saurav Mallik, Suharta Banerjee, Ayan Mukherji, Aimin Li, Zhongming Zhao:
Detection of Chronic Kidney Disease Using Neuro-Fuzzy Rule-based Classifier. BIBM 2022: 2839-2845 - [c7]Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, I. Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John Brunhaver, Chaitali Chakrabarti, Liangliang Chang, Kuan-Yu Chen, M.-H. Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Y. Fu, A. Alper Goksoy, X. He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, H.-S. Kim, A. N. Krishnakumar, Y. Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, B. McCall, Trevor N. Mudge, Ümit Y. Ogras, V. Pandey, S. Siddiqui, Yu-Hsiu Sun, Adarsh Venkataramani, X. Wei, B. R. Willis, Hanguang Yu, Yufan Yue:
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS 2022: 443-447 - [c6]Milon Biswas, Sudipto Chaki, Saurav Mallik, Loveleen Gaur, Kanad Ray:
Light Convolutional Neural Network to Detect Eye Diseases from Retinal Images: Diabetic Retinopathy and Glaucoma. TCCE 2022: 73-83 - 2021
- [c5]Saurav Mallik, Souvik Rakshit, Ujjwal Maulik, Zhongming Zhao:
Negatively-Associated Maximal Frequent Geneset Mining on DNA Methylation Profile. BIBM 2021: 2443-2450 - 2020
- [j15]Saurav Mallik, Zhongming Zhao:
Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data. Briefings Bioinform. 21(2): 368-394 (2020) - [j14]Aimin Li, Peilin Jia, Saurav Mallik, Rong Fei, Hiroki Yoshioka, Akiko Suzuki, Junichi Iwata, Zhongming Zhao:
Critical microRNAs and regulatory motifs in cleft palate identified by a conserved miRNA-TF-gene network approach in humans and mice. Briefings Bioinform. 21(4): 1465-1478 (2020) - [j13]Monalisa Mandal, Sanjeeb Kumar Sahoo, Priyadarsan Patra, Saurav Mallik, Zhongming Zhao:
In silico ranking of phenolics for therapeutic effectiveness on cancer stem cells. BMC Bioinform. 21-S(21): 499 (2020) - [j12]Saurav Mallik, Dan S. Tawfik:
Determining the interaction status and evolutionary fate of duplicated homomeric proteins. PLoS Comput. Biol. 16(8) (2020) - [j11]Saurav Mallik, Sanghamitra Bandyopadhyay:
WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 690-703 (2020)
2010 – 2019
- 2019
- [j10]Saurav Mallik, Gabriel J. Odom, Zhen Gao, Lissette Gomez, Xi Chen, Lily Wang:
An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays. Briefings Bioinform. 20(6): 2224-2235 (2019) - [j9]Saurav Mallik, Zhongming Zhao:
Distance based knowledge retrieval through rule mining for complex biomarker recognition from tri-omics profiles. Int. J. Comput. Biol. Drug Des. 12(2): 105-127 (2019) - [j8]Arup Roy, Soumya Banerjee, Chintan M. Bhatt, Youakim Badr, Saurav Mallik:
Erratum: "Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data". J. Inf. Knowl. Manag. 18(3): 1992001:1 (2019) - [j7]Tapas Bhadra, Saurav Mallik, Sanghamitra Bandyopadhyay:
Identification of Multiview Gene Modules Using Mutual Information-Based Hypograph Mining. IEEE Trans. Syst. Man Cybern. Syst. 49(6): 1119-1130 (2019) - [c4]Anjan Bandyopadhyay, Fatos Xhafa, Saurav Mallik, Paul Krause, Sajal Mukhopadhyay, Vikash Kumar Singh, Ujjwal Maulik:
A Framework for Allocation of IoT Devices to the Fog Service Providers in Strategic Setting. 3PGCIC 2019: 340-351 - [c3]Saurav Mallik, Soumita Seth, Tapas Bhadra, Namrata Tomar, Zhongming Zhao:
A Multi-classifier Model to Identify Mitochondrial Respiratory Gene Signatures in Human Cancer. BIBM 2019: 1928-1935 - 2018
- [j6]Arup Roy, Soumya Banerjee, Chintan M. Bhatt, Youakim Badr, Saurav Mallik:
Hybrid Group Recommendation Using Modified Termite Colony Algorithm: A Context Towards Big Data. J. Inf. Knowl. Manag. 17(2): 1850019:1-1850019:31 (2018) - [j5]Sanghamitra Bandyopadhyay, Saurav Mallik:
Integrating Multiple Data Sources for Combinatorial Marker Discovery: A Study in Tumorigenesis. IEEE ACM Trans. Comput. Biol. Bioinform. 15(2): 673-687 (2018) - [p1]Saurav Mallik, Tapas Bhadra, Soumita Seth, Sanghamitra Bandyopadhyay, Jianjiao Chen:
Multi-Objective Optimization Approaches in Biological Learning System on Microarray Data. Multi-Objective Optimization 2018: 159-180 - 2017
- [j4]Saurav Mallik, Zhongming Zhao:
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. 5(4): 302-327 (2017) - [c2]Saurav Mallik, Zhongming Zhao:
TrapRM: Transcriptomic and proteomic rule mining using weighted shortest distance based multiple minimum supports for multi-omics dataset. BIBM 2017: 2187-2194 - 2015
- [j3]Saurav Mallik, Ujjwal Maulik:
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset. J. Biomed. Informatics 57: 308-319 (2015) - 2014
- [j2]Sanghamitra Bandyopadhyay, Saurav Mallik, Anirban Mukhopadhyay:
A Survey and Comparative Study of Statistical Tests for Identifying Differential Expressionfrom Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 11(1): 95-115 (2014) - 2013
- [j1]Saurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik:
Integrated Statistical and Rule-Mining Techniques for Dna Methylation and Gene Expression Data Analysis. J. Artif. Intell. Soft Comput. Res. 3(2): 101 (2013) - [c1]Saurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay:
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach. CIBCB 2013: 120-127
Coauthor Index
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last updated on 2023-09-16 00:29 CEST by the dblp team
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