Vandana Pursnani Janeja

According to our database1, Vandana Pursnani Janeja
  • authored at least 60 papers between 2002 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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On csauthors.net:

Bibliography

2017
Linear-Shaped Scan Statistic.
Proceedings of the Encyclopedia of GIS., 2017

Homeland Security and Spatial Data Mining.
Proceedings of the Encyclopedia of GIS., 2017

MILES: multiclass imbalanced learning in ensembles through selective sampling.
Proceedings of the Symposium on Applied Computing, 2017

PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets.
Proceedings of the Database Systems for Advanced Applications, 2017

2016
Cybersecurity workforce development: A peer mentoring approach.
Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Label propagation in big data to detect remote access Trojans.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Iterative unified clustering in big data.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery.
Knowl. Inf. Syst., 2015

Context aware discovery in web data through anomaly detection.
Int. J. Web Eng. Technol., 2015

Persistent threat pattern discovery.
Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Change detection in evolving computer networks: Changes in densification and diameter over time.
Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata.
Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015

SQL-like big data environments: Case study in clinical trial analytics.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Unified framework for clinical data analytics (U-CDA).
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Collaborative data mining for clinical trial analytics.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Imbalanced learning to predict long stay Emergency Department patients.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Clinico-genomic Decision Support System for Precision Diagnostics and Management.
Proceedings of the AMIA 2015, 2015

2014
Human perspective to anomaly detection for cybersecurity.
J. Intell. Inf. Syst., 2014

Discovery of temporal neighborhoods through discretization methods.
Intell. Data Anal., 2014

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets.
Data Min. Knowl. Discov., 2014

Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Change detection in temporally evolving computer networks: A big data framework.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

B-dids: Mining anomalies in a Big-distributed Intrusion Detection System.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
Multi-domain anomaly detection in spatial datasets.
Knowl. Inf. Syst., 2013

Mining sensor datasets with spatiotemporal neighborhoods.
J. Spatial Information Science, 2013

Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS).
IJDWM, 2013

Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks.
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

2012
Healthcare Data Mining: Predicting Hospital Length of Stay (PHLOS).
IJKDB, 2012

Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Exploring multivariate spatio-temporal change in climate data using image analysis techniques.
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

2011
Anomalous Window Discovery for Linear Intersecting Paths.
IEEE Trans. Knowl. Data Eng., 2011

Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics.
Statistical Analysis and Data Mining, 2011

An Empirical Evaluation of Similarity Coefficients for Binary Valued Data.
IJDWM, 2011

Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome.
IJCMAM, 2011

Characterizing sensor datasets with multi-granular spatio-temporal intervals.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Spatial neighborhood based anomaly detection in sensor datasets.
Data Min. Knowl. Discov., 2010

2009
Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts.
J. Data Semantics, 2009

Spatial outlier detection in heterogeneous neighborhoods.
Intell. Data Anal., 2009

Discretized Spatio-Temporal Scan Window.
Proceedings of the SIAM International Conference on Data Mining, 2009

Searching for relevant software change artifacts using semantic networks.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP).
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Temporal Neighborhood Discovery Using Markov Models.
Proceedings of the ICDM 2009, 2009

2008
Homeland Security and Spatial Data Mining.
Proceedings of the Encyclopedia of GIS., 2008

Random Walks to Identify Anomalous Free-Form Spatial Scan Windows.
IEEE Trans. Knowl. Data Eng., 2008

Spatiotemporal Neighborhood Discovery for Sensor Data.
Proceedings of the Knowledge Discovery from Sensor Data, 2008

2007
Approach for Discovering and Handling Crisis in a Service-Oriented Environment.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2007

2006
Secure interoperation for effective data mining in border control and homeland security applications.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Semantics-based threat structure mining.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

2005
LS3: a Linear Semantic Scan Statistic technique for detecting anomalous windows.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Collusion Set Detection Through Outlier Discovery.
Proceedings of the Intelligence and Security Informatics, 2005

FS3: A Random Walk Based Free-Form Spatial Scan Statistic for Anomalous Window Detection.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

DM-AMS: employing data mining techniques for alert management.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

Agency interoperation for effective data mining in border control and homeland security applications.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

2004
Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2002
OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002


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