Title Prof. First Name Vasudha Last Name Bhatnagar
Designation Senior Professor
Department Department of Computer Science
Email vbhatnagar@cs.du.ac.in
Webpage
Phone.no 27667591 EXT 107
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational Qualifications
Degree/Certification Name Institution Year of Completion
Ph.D. - PhD Jamia Millia Islamia 2001
PG Delhi University 1985
UG Delhi University 1982
HSC CBSE 1979
SSC CBSE 1977
Research Publications
Title of Article Type of Publication Name of Journal ISSN Journal Volume Year Link to Article DOI (Digital Object Identifier)
Quantitative Discourse Cohesion Analysis of Scientific Scholarly Texts using Multilayer Networks Research Papers in Peer Reviewed Journals IEEE Access 10 https://ieeexplore.ieee.org/document/9857833 10.1109/ACCESS.2022.3198952.
Investigating entropy for extractive document summarization Research Papers in Peer Reviewed Journals Expert Systems with Applications 187 https://www.sciencedirect.com/science/article/abs/pii/S0957417421011866 https://doi.org/10.1016/j.eswa.2021.115820
Ffcd: A fast-and-frugal coherence detection method Research Papers in Peer Reviewed Journals IEEE Access 10 https://ieeexplore.ieee.org/document/9648177 10.1109/ACCESS.2021.3135048.
Identifying similar networks using structural hierarchy Research Papers in Peer Reviewed Journals Physica A: Statistical Mechanics and its Applications 536
Discriminant analysis-based cluster ensemble Research Papers in Peer Reviewed Journals International Journal of Data Mining, Modelling and Management 7
Cost-effectiveness of classification ensembles Research Papers in Peer Reviewed Journals Pattern Recognition 57
DASC: data aware algorithm for scalable clustering Research Papers in Peer Reviewed Journals Knowledge and Information Systems 50
How do eubacterial organisms manage aggregation-prone proteome?[version 1; referees: 2 approved] Research Papers in Peer Reviewed Journals
Social centrality using network hierarchy and community structure Research Papers in Peer Reviewed Journals Data Mining and Knowledge Discovery 32
sCAKE: semantic connectivity aware keyword extraction Research Papers in Peer Reviewed Journals Information Sciences 477
On mining of data Research Papers in Peer Reviewed Journals IETE J RES 47
Data Mining in Medicine-A Unified Approach for Discovery of Interesting Association Rules in Medical Databases Research Papers in Peer Reviewed Journals Lecture Notes in Computer Science 4065
Towards an optimally pruned classifier ensemble Research Papers in Peer Reviewed Journals International Journal of Machine Learning and Cybernetics 6
Complex network based supervised keyword extractor Research Papers in Peer Reviewed Journals Expert Systems with Applications 140
Intension Mining Research Papers in Peer Reviewed Journals
Similar cases recommendation using legal knowledge graphs Research Papers in Peer Reviewed Journals arXiv preprint arXiv:2107.04771
Coupling Fear and Contagion for Modeling Epidemic Dynamics Research Papers in Peer Reviewed Journals IEEE Transactions on Network Science and Engineering
Gradation framework for anomaly detection in streams Research Papers in Peer Reviewed Journals Intelligent Systems
The impact of data mining techniques on medical diagnostics Research Papers in Peer Reviewed Journals Data Science Journal 5
Analysis of medical data using data mining and formal concept analysis Research Papers in Peer Reviewed Journals World Academy of Science, Engineering and Technology 11
Architecture for knowledge discovery and knowledge management Research Papers in Peer Reviewed Journals Knowledge and Information Systems 7
Intension mining: a new paradigm in knowledge discovery Research Papers in Peer Reviewed Journals
Novelty as a measure of interestingness in knowledge discovery Research Papers in Peer Reviewed Journals World Academy of Science, Engineering and Technology 21
A parameterized framework for clustering streams Research Papers in Peer Reviewed Journals International Journal of Data Warehousing and Mining (IJDWM) 5
Modeling support changes in streaming item sets Research Papers in Peer Reviewed Journals International journal of systems science 37
On mining of data Research Papers in Peer Reviewed Journals IETE Journal of Research 47
Results from the supernova photometric classification challenge Research Papers in Peer Reviewed Journals Publications of the Astronomical Society of the Pacific 122
Classification and Model Estimation-Incremental Classification Rules Based on Association Rules Using Formal Concept Analysis Research Papers in Peer Reviewed Journals Lecture Notes in Computer Science 3587
Clustering data streams using grid-based synopsis Research Papers in Peer Reviewed Journals Knowledge and information systems 41
Automated stellar classification tools and their inter-comparison Research Papers in Peer Reviewed Journals
An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art Research Papers in Peer Reviewed Journals Computing 97
Accuracy--diversity based pruning of classifier ensembles Research Papers in Peer Reviewed Journals Progress in Artificial Intelligence 2
Intension mining Research Papers in Peer Reviewed Journals TR No. IITD/CSE/TR2000/001
How do eubacterial organisms manage aggregation-prone proteome? Research Papers in Peer Reviewed Journals F1000Research 3
Non-Journal Publications
Title of Publication Type of Publication Publisher Role ISBN Year Link to Publication Level
Stream clustering algorithms: A primer Text/Reference/Subject Books/Other Springer, Cham
User-centric mining of association rules Full Paper in Conference Proceedings/Other
Pbirch: a scalable parallel clustering algorithm for incremental data Full Paper in Conference Proceedings/Other IEEE
Exclusive and complete clustering of streams Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
Novelty framework for knowledge discovery in databases Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
A propasal for Data Mining Management System Full Paper in Conference Proceedings/Other
A unified approach for discovery of interesting association rules in medical databases Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
Mining closed itemsets in data stream using formal concept analysis Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
An efficient classifier ensemble using SVM Full Paper in Conference Proceedings/Other IEEE
User subjectivity in change modeling of streaming itemsets Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
K-means clustering algorithm for categorical attributes Full Paper in Conference Proceedings/Other LNCS 1676, Springer Berlin Heidelberg
Robust clustering using discriminant analysis Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
A Hybrid Approach for Quantification of Novelty in Rule Discovery. Full Paper in Conference Proceedings/Other
Beyond mining: Characterizing the data generation process Full Paper in Conference Proceedings/Other IEEE
Vistree: Generic decision tree inducer and visualizer Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
Algorithms for Association Rule Mining Text/Reference/Subject Books/Other IGI Global
Modeling the kdd process Text/Reference/Subject Books/Other IGI Global
Comparing SVM ensembles for imbalanced datasets Full Paper in Conference Proceedings/Other IEEE
Scalable clustering using pact programming model Full Paper in Conference Proceedings/Other IEEE
Identifying Structures with Informative Dimensions in Streams Full Paper in Conference Proceedings/Other IEEE
Lattice based associative classifier Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
Incremental classification rules based on association rules using formal concept analysis Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
K-means Clustering Algorithm for Categorical Full Paper in Conference Proceedings/Other Springer Science \& Business Media
Mining of multiobjective non-redundant association rules in data streams Full Paper in Conference Proceedings/Other Springer, Berlin, Heidelberg
Comparing data processing frameworks for scalable clustering Full Paper in Conference Proceedings/Other
Categorizing Concepts for Detecting Drifts in Stream. Full Paper in Conference Proceedings/Other
An Efficient Interestingness based Algorithm for Mining Association Rules in Medical Databases Text/Reference/Subject Books/Other Springer, Dordrecht
Mining multiple table databases with multiple minimum support constraints Full Paper in Conference Proceedings/Other SPIE
Pdod: Tree based algorithm for outlier detection Full Paper in Conference Proceedings/Other
Association Rule Mining Text/Reference/Subject Books/Other IGI Global
Clustering Data Streams: A Second Look. Full Paper in Conference Proceedings/Other
Fast construction of concept lattice Full Paper in Conference Proceedings/Other
Exploratory Analysis of Light Curves: A Case-Study in Astronomy Data Understanding Full Paper in Conference Proceedings/Other Springer, Cham
Big data analytics Full Paper in Conference Proceedings/Other
NMF Ensembles? Not for Text Summarization! Full Paper in Conference Proceedings/Other
Towards Characterization of the Data Generation Process Text/Reference/Subject Books/Other Springer, Berlin, Heidelberg
Accurate classification of biological data using ensembles Full Paper in Conference Proceedings/Other IEEE
Leveraging structural hierarchy for scalable network comparison Full Paper in Conference Proceedings/Other Springer, Cham
Leveraging hierarchy and community structure for determining influencers in networks Full Paper in Conference Proceedings/Other Springer, Cham
Incremental information mining Full Paper in Conference Proceedings/Other SPIE
Semi-automatic System for Title Construction Full Paper in Conference Proceedings/Other Springer, Singapore
Extractive document summarization using non-negative matrix factorization Full Paper in Conference Proceedings/Other Springer, Cham
Big data analytics Full Paper in Conference Proceedings/Other
Divide and conquer: From complexity to simplicity for lay summarization Full Paper in Conference Proceedings/Other
Data understanding using semi-supervised clustering Full Paper in Conference Proceedings/Other IEEE
Professional Development Programmes
Programme Title Sponsoring Institution Organizing Institution Role Type of Programme
Leadership for Academicians Programme University of Delhi University of Delhi Attending Other
Honors and Awards
Name of the Award Awarding Body Award Category Level Award Date
MLN-DIVE IT Lab, University of Texas, Arlington Extension National 03-06-2022
UGC-Human Resource Development Centre (HRDC) Guru Nanak Dev University, Amritsa Extension National 03-03-2022
Deptt. of Computer Science, University of Allahabad. Deptt. of Computer Science, University of Allahabad. Extension National 26-11-2021
University of Kashmir Refresher Course in IT (Inter-disciplinary) , University of Kashmir Extension National 10-03-2021
Panjab University FDP in ‘Artificial Intelligence in Human Life’, Extension National 09-10-2020
Ramanujam College, University of Delhi Recent Advances In Research Methodology, Two-week Faculty Development Programme, Extension National 20-01-2020
IIIT Allhabad, 13 Aug 2019. Summer school on "Big Data Analytics and Stream Processing: Tools, Techniques and Applications" Extension National 13-08-2019
IIIT-Delhi. AI Assisted Data Analytics Summer School Extension National 14-07-2019
Epitech University, Paris, France Epitech University, Paris, France Extension National 13-12-2018
University of Delhi Faculty Development Program on Network Science, Deptt of CS, University of Delhi Extension National 05-12-2018
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