Title Dr. First Name VIKAS Last Name KUMAR
Designation Assistant Professor
Department Department of Computer Science
Email vikas@cs.du.ac.in
Webpage http://people.du.ac.in/~vkumar1/
Phone.no 011-27667591
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational
Degree/Certification Institution Year
PG Pondicherry University 2014
UG IGNOU 2010
HSC BIEC 2006
SSC BSEB 2004
Ph.D. - Collaborative Filtering and Multi-Label Classification with Matrix Factorization University of Hyderabad
Qualifications
Examination Name Conducted By Date of Passing
NET UGC 2014-04-21
Teaching experience inside the Institution
Designation Institution Duration From Duration To
Assistant Professor Central University of Rajasthan 2018-01-22 2018-07-10
Assistant Professor Central University of Rajasthan 2018-07-11 2019-07-09
Assistant Professor Central University of Rajasthan 2019-07-11 2019-09-27
Assistant Professor Central University of Rajasthan 2019-09-28 2020-12-07
Research Publications
Article Name Publication Type Journal Name ISSN No Volume Year URL DOI
Conformal recommender system Research Papers in Peer Reviewed Journals Information Sciences 0020-0255 405 2017 https://www.sciencedirect.com/science/article/pii/S0020025517306461 10.1016/j.ins.2017.04.005
Collaborative filtering using multiple binary maximum margin matrix factorizations Research Papers in Peer Reviewed Journals Information Sciences 0020-0255 380 2017 https://www.sciencedirect.com/science/article/pii/S0020025516315079 10.1016/j.ins.2016.11.003
Multi-label classification using hierarchical embedding Research Papers in Peer Reviewed Journals Expert Systems with Applications 0957-4174 91 2018 https://www.sciencedirect.com/science/article/pii/S0957417417306309 10.1016/j.eswa.2017.09.020
Group preserving label embedding for multi-label classification Research Papers in Peer Reviewed Journals Pattern Recognition 0031-3203 90 2019 https://www.sciencedirect.com/science/article/pii/S0031320319300184 10.1016/j.patcog.2019.01.009
Skyline recommendation with uncertain preferences Research Papers in Peer Reviewed Journals Pattern Recognition Letters 0167-8655 125 2019 https://www.sciencedirect.com/science/article/pii/S0167865519301709 10.1016/j.patrec.2019.06.002
A maximum margin matrix factorization based transfer learning approach for cross-domain recommendation Research Papers in Peer Reviewed Journals Applied Soft Computing 1568-4946 85 2019 8.263 10.1016/j.asoc.2019.105751
Proximal maximum margin matrix factorization for collaborative filtering Research Papers in Peer Reviewed Journals Pattern Recognition Letters 0167-8655 86 2017 https://www.sciencedirect.com/science/article/pii/S0167865516303713 10.1016/j.patrec.2016.12.016
Independent Component Analysis: A Review, with Emphasis on Commonly used Algorithms and Contrast Function Research Papers in Peer Reviewed Journals Computaci{\'o}n y Sistemas 1405--5546 25 2021 https://www.scielo.org.mx/scielo.php?pid=S1405-55462021000100097&script=sci_arttext&tlng=en 10.13053/cys-25-1-3449
Efficient Computation of Top-K Skyline Objects in Data Set With Uncertain Preferences Research Papers in Peer Reviewed Journals International Journal of Data Warehousing and Mining (IJDWM) 1548-3924 17 2021 https://www.igi-global.com/article/efficient-computation-of-top-k-skyline-objects-in-data-set-with-uncertain-preferences/286616 0.4018/IJDWM.2021070104
Inductive conformal recommender system Research Papers in Peer Reviewed Journals Knowledge-Based Systems 0950-7051 250 2022 https://www.sciencedirect.com/science/article/pii/S0950705122005469 10.1016/j.knosys.2022.109108
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data Research Papers in Peer Reviewed Journals Information Systems 0306-4379 107 2022 https://www.sciencedirect.com/science/article/pii/S0306437922000151 10.1016/j.is.2022.102002
Publications other than journal articles
Title of Publication Type of Publication Publisher Role in Publication ISBN Number Year URL Level
Committee Selection using Attribute Approvals Full Paper in Conference Proceedings/Other International Foundation for Autonomous Agents and Multiagent Systems Author 9781450383073 2021 International
Gradient-based swarm optimization for ICA Text/Reference/Subject Books/Other Springer, Singapore 2019
Debiasing Gender Biased Hindi Words with Word-Embedding Full Paper in Conference Proceedings/Other 2019
Combining swarm with gradient search for maximum margin matrix factorization Full Paper in Conference Proceedings/Other Springer, Cham 2016
Threshold-Based Direct Computation of Skyline Objects for Database with Uncertain Preferences Full Paper in Conference Proceedings/Other Springer International Publishing 2016
GP-SVM: Tree structured multiclass SVM with greedy partitioning Full Paper in Conference Proceedings/Other IEEE 2015
Greedy partitioning based tree structured multiclass SVM for Odia OCR Full Paper in Conference Proceedings/Other IEEE 2015
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