Vandana Pursnani Janeja

Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja: Exploring multivariate spatio-temporal change in climate data using image analysis techniques. COM.Geo 2012: 13

Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay: TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. ICDE Workshops 2012: 331-336

Josephine M. Namayanja, Vandana Pursnani Janeja: Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome. IJCMAM 2(1): 38-59 (2011)

David M. Lewis, Vandana Pursnani Janeja: An Empirical Evaluation of Similarity Coefficients for Binary Valued Data. IJDWM 7(2): 44-66 (2011)

Vandana Pursnani Janeja, Aryya Gangopadhyay, Seyed H. Mohammadi, Revathi Palanisamy: Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics. Statistical Analysis and Data Mining 4(3): 276-300 (2011)

Lei Shi, Vandana Pursnani Janeja: Anomalous Window Discovery for Linear Intersecting Paths. IEEE Trans. Knowl. Data Eng. 23(12): 1857-1871 (2011)

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay: Characterizing sensor datasets with multi-granular spatio-temporal intervals. GIS 2011: 449-452

Vandana Pursnani Janeja, Nabil R. Adam, Vijayalakshmi Atluri, Jaideep Vaidya: Spatial neighborhood based anomaly detection in sensor datasets. Data Min. Knowl. Discov. 20(2): 221-258 (2010)

Vandana Pursnani Janeja, Vijayalakshmi Atluri: Spatial outlier detection in heterogeneous neighborhoods. Intell. Data Anal. 13(1): 85-107 (2009)

George Karabatis, Zhiyuan Chen, Vandana Pursnani Janeja, Tania Lobo, Monish Advani, Mikael Lindvall, Raimund L. Feldmann: Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts. J. Data Semantics 14: 74-104 (2009)

Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay: Temporal Neighborhood Discovery Using Markov Models. ICDM 2009: 110-119

Lei Shi, Vandana Pursnani Janeja: Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP). KDD 2009: 767-776

Mikael Lindvall, Raimund L. Feldmann, George Karabatis, Zhiyuan Chen, Vandana Pursnani Janeja: Searching for relevant software change artifacts using semantic networks. SAC 2009: 496-500

Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay: Discretized Spatio-Temporal Scan Window. SDM 2009: 1195-1206

Vandana Pursnani Janeja, Vijayalakshmi Atluri: Random Walks to Identify Anomalous Free-Form Spatial Scan Windows. IEEE Trans. Knowl. Data Eng. 20(10): 1378-1392 (2008)

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay: Spatiotemporal Neighborhood Discovery for Sensor Data. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 203-225

Vandana Pursnani Janeja, Nabil R. Adam: Homeland Security and Spatial Data Mining. Encyclopedia of GIS 2008: 434-440

Nabil R. Adam, Vandana Pursnani Janeja, Aabhas V. Paliwal, Basit Shafiq, Cedric Ulmer, Volker Gersabeck, Anne Hardy, Christof Bornhövd, Joachim Schaper: Approach for Discovering and Handling Crisis in a Service-Oriented Environment. ISI 2007: 16-24

Nabil R. Adam, Vijayalakshmi Atluri, Rey Koslowski, Robert Grossman, Vandana Pursnani Janeja, Janice Warner: Secure interoperation for effective data mining in border control and homeland security applications. DG.O 2006: 124-125

Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja, Aabhas V. Paliwal, Mahmoud Youssef, Soon Ae Chun, J. Cooper, J. Paczkowski, Christof Bornhövd, I. Nassi, Joachim Schaper: Semantics-based threat structure mining. DG.O 2006: 367-368

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Ahmed Gomaa, Nabil R. Adam, Christof Bornhövd, Tao Lin: DM-AMS: employing data mining techniques for alert management. DG.O 2005: 103-111

Nabil R. Adam, Vijayalakshmi Atluri, Rey Koslowski, Vandana Pursnani Janeja, Janice Warner, Aabhas V. Paliwal: Agency interoperation for effective data mining in border control and homeland security applications. DG.O 2005: 285-286

Vandana Pursnani Janeja, Vijayalakshmi Atluri: FS³: A Random Walk Based Free-Form Spatial Scan Statistic for Anomalous Window Detection. ICDM 2005: 661-664

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Jaideep Vaidya, Nabil R. Adam: Collusion Set Detection Through Outlier Discovery. ISI 2005: 1-13

Vandana Pursnani Janeja, Vijayalakshmi Atluri: LS³: a Linear Semantic Scan Statistic technique for detecting anomalous windows. SAC 2005: 493-497

Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja: Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications. DG.O 2004

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam: Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations. DG.O 2004

Nabil R. Adam, Vandana Pursnani Janeja, Vijayalakshmi Atluri: Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets. SAC 2004: 576-583

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam: OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes. DG.O 2002