Vandana Pursnani Janeja

47 papers A* 3A 1C 5Misc 3Journal 16Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. CoRR Bayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang, Mathieu Morlighem, Vandana Pursnani Janeja
2025	—	`conf`	Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study. ICDM (Workshops) Alabi Ahmed, Vandana Pursnani Janeja, Sanjay Purushotham
2024	J	`jnl`	Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. CoRR Bayu Adhi Tama, Vandana Pursnani Janeja, Sanjay Purushotham
2024	—	`conf`	Effects of Prior Academic Experience in Introductory Level Data Science Course. SIGCSE (2) Noshaba Nasir Bhalli, Vandana Pursnani Janeja, David Harding
2015	C	`conf`	Change detection in evolving computer networks: Changes in densification and diameter over time. ISI Josephine M. Namayanja, Vandana Pursnani Janeja
2015	C	`conf`	Persistent threat pattern discovery. ISI Faisal Quader, Vandana Pursnani Janeja, Justin Stauffer
2015	—	`conf`	Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata. ICCABS Yuanyuan Feng, Vandana Pursnani Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar
2014	—	`conf`	B-dids: Mining anomalies in a Big-distributed Intrusion Detection System. IEEE BigData Vandana Pursnani Janeja, Ali Azari, Josephine M. Namayanja, Brian Heilig
2014	—	`conf`	Change detection in temporally evolving computer networks: A big data framework. IEEE BigData Josephine M. Namayanja, Vandana Pursnani Janeja
2014	J	`jnl`	Discovery of temporal neighborhoods through discretization methods. Intell. Data Anal. Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay
2014	J	`jnl`	Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets. Data Min. Knowl. Discov. Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2014	—	`conf`	Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics. ICHI Yelena Yesha, Vandana Pursnani Janeja, Naphtali Rishe, Yaacov Yesha
2013	J	`jnl`	Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS). Int. J. Data Warehous. Min. Lei Shi, Vandana Pursnani Janeja
2013	C	`conf`	Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks. ISI Josephine M. Namayanja, Vandana Pursnani Janeja
2013	J	`jnl`	Mining sensor datasets with spatiotemporal neighborhoods. J. Spatial Inf. Sci. Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2013	J	`jnl`	Multi-domain anomaly detection in spatial datasets. Knowl. Inf. Syst. Vandana Pursnani Janeja, Revathi Palanisamy
2012	—	`conf`	Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja
2012	J	`jnl`	Healthcare Data Mining: Predicting Hospital Length of Stay (PHLOS). Int. J. Knowl. Discov. Bioinform. Ali Azari, Vandana Pursnani Janeja, Alex Mohseni
2012	—	`conf`	Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach. ICDM Workshops Ali Azari, Vandana Pursnani Janeja, Alex Mohseni
2012	—	`conf`	TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay
2011	J	`jnl`	An Empirical Evaluation of Similarity Coefficients for Binary Valued Data. Int. J. Data Warehous. Min. David M. Lewis, Vandana Pursnani Janeja
2011	J	`jnl`	Anomalous Window Discovery for Linear Intersecting Paths. IEEE Trans. Knowl. Data Eng. Lei Shi, Vandana Pursnani Janeja
2011	—	`conf`	Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2011	J	`jnl`	Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics. Stat. Anal. Data Min. Vandana Pursnani Janeja, Aryya Gangopadhyay, Seyed H. Mohammadi, Revathi Palanisamy
2011	J	`jnl`	Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome. Int. J. Comput. Model. Algorithms Medicine Josephine M. Namayanja, Vandana Pursnani Janeja
2010	J	`jnl`	Spatial neighborhood based anomaly detection in sensor datasets. Data Min. Knowl. Discov. Vandana Pursnani Janeja, Nabil R. Adam, Vijayalakshmi Atluri, Jaideep Vaidya
2009	A*	`conf`	Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP). KDD Lei Shi, Vandana Pursnani Janeja
2009	A	`conf`	Discretized Spatio-Temporal Scan Window. SDM Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay
2009	Misc	`conf`	Searching for relevant software change artifacts using semantic networks. SAC Mikael Lindvall, Raimund L. Feldmann, George Karabatis, Zhiyuan Chen, Vandana Pursnani Janeja
2009	J	`jnl`	Spatial outlier detection in heterogeneous neighborhoods. Intell. Data Anal. Vandana Pursnani Janeja, Vijayalakshmi Atluri
2009	A*	`conf`	Temporal Neighborhood Discovery Using Markov Models. ICDM Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay
2009	J	`jnl`	Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts. J. Data Semant. George Karabatis, Zhiyuan Chen, Vandana Pursnani Janeja, Tania Lobo, Monish Advani, Mikael Lindvall, Raimund L. Feldmann
2008	—	`ch.`	Homeland Security and Spatial Data Mining. Encyclopedia of GIS Vandana Pursnani Janeja, Nabil R. Adam
2008	J	`jnl`	Random Walks to Identify Anomalous Free-Form Spatial Scan Windows. IEEE Trans. Knowl. Data Eng. Vandana Pursnani Janeja, Vijayalakshmi Atluri
2008	—	`conf`	Spatiotemporal Neighborhood Discovery for Sensor Data. KDD Workshop on Knowledge Discovery from Sensor Data Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay
2007	C	`conf`	Approach for Discovering and Handling Crisis in a Service-Oriented Environment. ISI Nabil R. Adam, Vandana Pursnani Janeja, Aabhas V. Paliwal, Basit Shafiq, Cédric Ulmer, Volker Gersabeck, Anne Hardy, Christof Bornhövd, Joachim Schaper
2006	—	`conf`	Secure interoperation for effective data mining in border control and homeland security applications. DG.O Nabil R. Adam, Vijayalakshmi Atluri, Rey Koslowski, Robert Grossman, Vandana Pursnani Janeja, Janice Warner
2006	—	`conf`	Semantics-based threat structure mining. DG.O Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja, Aabhas V. Paliwal, Mahmoud Youssef, Soon Ae Chun, Jim Cooper, John Paczkowski, Christof Bornhövd, Ike Nassi, Joachim Schaper
2005	—	`conf`	Agency interoperation for effective data mining in border control and homeland security applications. DG.O Nabil R. Adam, Vijayalakshmi Atluri, Rey Koslowski, Vandana Pursnani Janeja, Janice Warner, Aabhas V. Paliwal
2005	C	`conf`	Collusion Set Detection Through Outlier Discovery. ISI Vandana Pursnani Janeja, Vijayalakshmi Atluri, Jaideep Vaidya, Nabil R. Adam
2005	—	`conf`	DM-AMS: employing data mining techniques for alert management. DG.O Vandana Pursnani Janeja, Vijayalakshmi Atluri, Ahmed Gomaa, Nabil R. Adam, Christof Bornhövd, Tao Lin
2005	A*	`conf`	FS ICDM Vandana Pursnani Janeja, Vijayalakshmi Atluri
2005	Misc	`conf`	LS SAC Vandana Pursnani Janeja, Vijayalakshmi Atluri
2004	—	`conf`	Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications. DG.O Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja
2004	—	`conf`	Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations. DG.O Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam
2004	Misc	`conf`	Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets. SAC Nabil R. Adam, Vandana Pursnani Janeja, Vijayalakshmi Atluri
2002	—	`conf`	OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes. DG.O Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam