Computational Intelligence and
Data Mining Research Lab

Publications

Articles:
  1. Mixed-noise robust face super-resolution through residual-learning based error suppressed nearest neighbor representation
    Surendra Nagar, Ankush Jain, P. K. Singh and Ajay Kumar
    Information Sciences, Volume 546, Pages 121-145, Feb 2021. (SCI, IF: 5.910, ISSN: 0020-0255)
    DOI: 10.1016/j.ins.2020.08.002
  2. EMUCF: Enhanced multistage user-based collaborative filtering through non-linear similarity for recommendation systems
    Ankush Jain, Surendra Nagar, P. K. Singh and J. Dhar
    Expert Systems with Applications, Volume 161, Pages 113724, December 2020. (SCI, IF: 5.452, ISSN: 0957-4174)
    DOI: 10.1016/j.eswa.2020.113724
  3. FS-MLC: Feature Selection for Multi-Label Classification using Clustering in Feature Space
    Nitin Mishra and P. K. Singh
    Information Processing and Management, Volume 57, Issue 4, Pages 102240, July 2020. (SCI, IF: 4.79, ISSN: 0306-4573)
    DOI: 10.1016/j.ipm.2020.102240
  4. Pixel-wise dictionary learning based locality-constrained representation for noise robust face hallucination
    Surendra Nagar, Ankush Jain, P. K. Singh and Ajay Kumar
    Digital Signal Processing, Volume 99, Pages 102667, April 2020. (SCI, IF: 2.79, ISSN: 1051-2004)
    DOI: 10.1016/j.dsp.2020.102667
  5. Multi-objective item evaluation for diverse as well as novel item recommendations
    Ankush Jain, P. K. Singh and J. Dhar
    Expert Systems with Applications, Volume 139, Pages 112857, January 2020. (SCI, IF: 4.29, ISSN: 0957-4174)
    DOI: 10.1016/j.eswa.2019.112857
  6. Integrating Fitness Predator Optimizer with MOPSO for Dynamic Clustering
    J. Prakash, P. K. Singh and A. Kishor
    Progress in Artificial Intelligence, Volume 8, Issue 1, Pages 83–99, April 2019. (ESCI, IF: 2.02, ISSN: 2192-6352)
    DOI: 10.1007/s13748-018-0157-5
  7. Gravitational Search Algorithm and K-means for Simultaneous Feature Selection and Data Clustering: A Multi-Objective Approach
    J. Prakash and P. K. Singh
    Soft Computing, Volume 23, Issue 6, Pages 2083–2100, March 2019. (SCI, IF: 2.784, ISSN: 1432-7643)
    DOI: : 10.1007/s00500-017-2923-x
  8. Hybrid Gbest-guided Artificial Bee Colony for Hard Partitional Clustering
    J. Prakash and P. K. Singh
    International Journal of System Assurance Engineering and Management, Volume 9, Issue 4, Pages 911–928, August 2018. (ESCI, IF: 0.831, ISSN: 0975-6809)
    DOI: 10.1007/s13198-017-0684-7
  9. NSABC: Non-dominated Sorting Based Multi-Objective Artificial Bee Colony Algorithm and its Application in Data Clustering
    Kishor, P. K. Singh and J. Prakash
    Neurocomputing, Volume 216, Pages 514-533, December 2016. (SCI, IF: 2.08, ISSN: 0925-2312)
    DOI: 10.1016/j.neucom.2016.08.003
  10. Opposition Chaotic Fitness Mutation Based Adaptive Inertia Weight BPSO for Feature Selection in Text Clustering
    Kusum K. Bharti and P. K. Singh
    Applied Soft Computing, Volume 43, Issue C, Pages 20-34, June 2016. (SCI, IF: 2.81, ISSN: 1568-4946)
    DOI: 10.1016/j.asoc.2016.01.019
  11. Chaotic Gradient Artificial Bee Colony for Text Clustering
    Kusum K. Bharti and P. K. Singh
    Soft Computing, Volume 20, Issue 3, Pages 1113-1126, March 2016. (SCI, IF: 1.27, ISSN: 1432-7643)
    DOI: 10.1007/s00500-014-1571-7
  12. Protein Structure Prediction (RMSD ≤ 5 A°) Using Machine Learning Models
    Y. Pathak, P. S. Rana, P. K. Singh, and M. Saraswat
    International Journal of Data Mining and Bioinformatics, Volume 14, Issue 1, Pages 71-85, 2016. (SCI, IF=0.66, ISSN: 1748-5673)
    DOI: 10.1504/IJDMB.2016.073361
  13. Hybrid Dimension Reduction by Integrating Feature Selection with Feature Extraction Method for Text Clustering
    Kusum K. Bharti and P. K. Singh
    Expert Systems with Applications, Volume 42, Issue 6, Pages 3105-3114, April 2015. (SCI, IF: 2.24, ISSN: 0957-4174)
    DOI: 10.1016/j.eswa.2014.11.038
  14. An Effective Multi-Objective Approach for Hard Partitional Clustering
    J. Prakash and P. K. Singh
    Memetic Computing, Volume 7, Issue 2, Pages 93-104, January 2015. (SCI, IF: 1.00, ISSN: 1865-9284)
    DOI: 10.1007/s12293-014-0147-5
  15. A Three-stage Unsupervised Dimension Reduction Method for Text Clustering
    Kusum K. Bharti and P. K. Singh
    Journal of Computational Science, Volume 5. Issue 2, Pages. 156-169, March 2014. (SCI, IF: 1.23, ISSN: 1877-7503)
    DOI: 10.1016/j.jocs.2013.11.007
  16. Special issue on bio-inspired computing: Theories and applications: Journal of computational science
    J. C. Bansal, P. K. Singh, K. Deep, A. Nagar and M. Pant
    Journal of Computational Science, Volume 5, Issue 2, Pages 135-136, March 2014. (SCI, IF: 1.23, ISSN: 1877-7503)
    DOI: 10.1016/j.jocs.2014.02.002
  17. IQRAM: A High Dimensional Data Clustering Technique
    D. S. Rajput, P. K. Singh and M. Bhattacharya
    International Journal of Knowledge Engineering and Data Mining, Volume 2, Issue 2/3, Pages 117-136, August 2012. (Scopus, ISSN: 1755-2087)
    DOI: 10.1504/IJKEDM.2012.051237
  18. An Efficient and Generic Hybrid Framework for High Dimensional Data Clustering
    D. S. Rajput, P. K. Singh and M. Bhattacharya
    International Journal of Computer, Electrical, Automation, Control and Information Engineering, World Academy of Science, Engineering and Technology, Volume 64, Pages 339-344, April 2010. (Scopus, ISSN: 2010-376X)
Proceedings:
  1. Approach to Hepatitis C Virus Severity Prediction
    Sharma, A., Arora, A., Gupta, A., & Singh, P.K.
    International Conference on Intelligent Systems Design and Applications (ISDA 2021)
    DOI: 10.1007/978-3-030-96308-8_39
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