Data Mining, Image processing, Bio-Informatics, Content Based Image Retrieval

Publication in International Journals:

• A Novel Hybrid Approach for Multi-objective Bi-clustering in Microarray data”, Recent Advances in Computer Science and Communications, 2019.  (Co-authored with Naveen Trivedi) [Scopus Indexed]
• GRADE: A Novel Gravitational Density-based Clustering Approach in the Multi-objective Framework, Recent Advances in Computer Science and Communications. Vol.12, 2019. (Co-authored with Naveen Trivedi)   [Scopus Indexed]
• Web Service Discovery Using Bio-Inspired Holistic Matching Based Linked Data Clustering Model for RDF Data,  Recent Advances in Computer Science and Communications, ISSN: 2666-2566 (Online), ISSN: 2666-2558 (Print), Vol. 12, DOI : 10.2174/2213275912666190715164645. (Co-authored with Manish Kumar Mehrotra)  [Scopus Indexed]
• A Novel Framework for Dynamic Business Semantic Web Service Clustering, International journal of Advance Research in Science and Engineering, Vol. 06, Special Issue No. 03, p. 305-312,  2017, ISSN: 2319-8354 (Online), ISSN: 2319-8346 (Print). (Co-authored with Manish Kumar Mehrotra) [U.G.C. Journal]
• Automated Face Retrieval using Bag-of Feature and Sigmoidal Grey Wolf Optimization, Evolutionary Intelligence, 2019, ISSN: 1864-5909, DOI: https://doi.org/10.1007/s12065-019-00213-w, Springer Berlin Heidelberg.  (Co-authored with Arun Kumar Shukla) [SCIE & Scopus Indexed]
• An Optimal Feature Selection Method for Automatic Face Retrieval using Enhanced Grasshopper Optimization Algorithm, Recent Patents on Computer Science, ISSN: 2213-2759, Volume 12, Issue 1, pp. 1- 13, 2019, DOI: https://doi.org/10.2174/ 2213275912666190204110425. (Co-authored with Arun Kumar Shukla) [Scopus Indexed]
• Content Based Analysis of Biometric Dataset for Information Retrieval”, International Journal of Electronics Engineering, ISSN: 0973-7383, Volume 11, Issue 1, pp. 304-313, 2019. (Co-authored with Arun Kumar Shukla) [U.G.C. Journal]
• A Framework for Mining Coherent Patterns using Particle Optimization based Biclustering, International Journal of Intelligent Systems and Applications, Vol. 7(11), 33-40, October 2015, ISSN: 2074-904X(Print), ISSN: 2074-9058(Online). (Co-authored with Somya Jaiswal)
• BiRange:An Efficient Framework for Biclustering of Gene Expression Data Using Range Bipartite Graph, American Journal of Bioinformatics Research, Vol. 2(4): 40-46, May 2012, p-ISSN: 2167- 6992, e-ISSN: 2167 – 6976.  (Co-authored with Prof. Gadadhar Sahoo and Prof. Manoj Madhava Gore)
• BiFree: An Efficient Biclustering Technique for Gene Expression Data Using Two Layer Free Weighted Bipartite Graph Crossing Minimization, International Journal of Computer Science and Information Technologies, Vol. 2 (6), 2517-2524, October 2011, ISSN: 0975 – 9646.  (Co-authored with Prof. Gadadhar Sahoo and Prof. Manoj Madhava Gore)
• BiCross : A Biclustering Technique for Gene Expression Data using One Layer Fixed Weighted Bipartite Graph Crossing Minimization, International Journal of Computer Applications, Vol. 29(4), 28 – 34, September 2011, ISSN: 0975-8887. (Co-authored with Prof. Gadadhar Sahoo and Prof. Manoj Madhava Gore) 

Publications in International Conference:

• Entropy based Biclustering Model., 3rd International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU). IEEE, 2018. (Co-authored with Naveen Trivedi)
• Performance enhancement of K-means clustering algorithm for gene expression data using entropy-based centroid selection., International Conference on Computing, Communication and Automation (ICCCA).  IEEE, 2017. (Co-authored with Naveen Trivedi)
• Missing Data Imputation using 4-connected neighbors with standard deviation approach, Fifth International Conference on System Modelling & Advancement in Research Trends,IEEE, 2017. (Co-authored with Naveen Trivedi)
• A Novel Clustering Framework using Farthest Neighbour Approach, IEEE International conference organized by Galgotia University, Noida. (Co-authored with Aparna Shukla)
• Missing Data Imputation using 4-Folding NeighborApproach, IEEE International Conference organized at Teerthanker Mahaveer University, Moradabad.  (Co-authored with Aparna Shukla)
• Nearby Neighboring Biclustering Approach, IEEEInternational Conference organized at BIT Bhimtal. (Co-authored with Aparna Shukla)
•  An Approach for Pre-Filtering Images from Big Data Sets, IEEE International Conference on Computing, Communication and Automation, p. 1110-1115, May 2015  [ISBN: 978-1-4799-8890-7/15, Print ISBN: 978-1-4799-8889-1] (Co-authored with Sachin Tiwari)
• A Co-clustering Technique for Gene Expression Data Using Bipartite Graph Approach, IEEE International Conference on Bioinformatics and Biomedical Engineering (iCBBE), p. 1-5, June 2010, [ISSN: 2151-7614] (Co-authored with Prof. Gadadhar Sahoo and Prof. Manoj Madhava Gore) 

Publications in Book Chapter:

• Personal Verification Using Off-line Signature with Tree-based Features”, In: Perez G., Mishra K., Tiwari S., Trivedi M. (eds) Networking Communication and Data Knowledge Engineering, Lecture Notes on Data Engineering and Communications Technologies, Print ISBN: 978-981-10-45998, Volume 4, pp. 207-216, 2018, Springer, Singapore. (Springer Book Series Chapter, Published) (Co-authored with Arun Kumar Shukla)

•  Enhanced Bag-of-Features Method Using Grey Wolf Optimization for Automated Face Retrieval”, In: Singh M., Gupta P., Tyagi V., Flusser J., Ören T., Kashyap R. (eds) Advances in Computing and Data Sciences. ICACDS 2019, Communications in Computer and Information Science, Volume 1046, 2019, Springer, Singapore., https://doi.org/10.1007/978-981-13-9942-8_49 (Scopus and SCImago indexed, Published) (Co-authored with Arun Kumar Shukla)
• An Automated Face Retrieval System Using Grasshopper Optimization Algorithm-Based Feature Selection Method”, In: Hemanth D., Kumar V., Malathi S., Castillo O., Patrut B. (eds), Emerging Trends in Computing and Expert Technology. COMET 2019, Lecture Notes on Data Engineering and Communications Technologies, Volume 35, 2020, Springer, Cham. https://doi.org/10.1007/978-3-030-32150-5_47 (Scopus and DBLP indexed, Published) (Co-authored with Arun Kumar Shukla)

                 PhD Research                                                                               M.Tech.  Research

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