 | 2011 |
| 27 |  | Michael McGuire,
Vandana Pursnani Janeja,
Aryya Gangopadhyay:
Characterizing sensor datasets with multi-granular spatio-temporal intervals.
GIS 2011: 449-452 |
| 26 |  | Lei Shi,
Vandana Pursnani Janeja:
Anomalous Window Discovery for Linear Intersecting Paths.
IEEE Trans. Knowl. Data Eng. 23(12): 1857-1871 (2011) |
| 25 |  | Josephine M. Namayanja,
Vandana Pursnani Janeja:
Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome.
IJCMAM 2(1): 38-59 (2011) |
| 24 |  | David M. Lewis,
Vandana Pursnani Janeja:
An Empirical Evaluation of Similarity Coefficients for Binary Valued Data.
IJDWM 7(2): 44-66 (2011) |
| 23 |  | 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) |
| 2010 |
| 22 |  | 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) |
| 2009 |
| 21 |  | Sandipan Dey,
Vandana Pursnani Janeja,
Aryya Gangopadhyay:
Temporal Neighborhood Discovery Using Markov Models.
ICDM 2009: 110-119 |
| 20 |  | Lei Shi,
Vandana Pursnani Janeja:
Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP).
KDD 2009: 767-776 |
| 19 |  | 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 |
| 18 |  | Seyed H. Mohammadi,
Vandana Pursnani Janeja,
Aryya Gangopadhyay:
Discretized Spatio-Temporal Scan Window.
SDM 2009: 1195-1206 |
| 17 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri:
Spatial outlier detection in heterogeneous neighborhoods.
Intell. Data Anal. 13(1): 85-107 (2009) |
| 16 |  | 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) |
| 2008 |
| 15 |  | Michael McGuire,
Vandana Pursnani Janeja,
Aryya Gangopadhyay:
Spatiotemporal Neighborhood Discovery for Sensor Data.
KDD Workshop on Knowledge Discovery from Sensor Data 2008: 203-225 |
| 14 |  | Vandana Pursnani Janeja,
Nabil R. Adam:
Homeland Security and Spatial Data Mining.
Encyclopedia of GIS 2008: 434-440 |
| 13 |  | 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) |
| 2007 |
| 12 |  | 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 |
| 2006 |
| 11 |  | 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 |
| 10 |  | 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 |
| 2005 |
| 9 |  | 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 |
| 8 |  | 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 |
| 7 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri:
FS3: A Random Walk Based Free-Form Spatial Scan Statistic for Anomalous Window Detection.
ICDM 2005: 661-664 |
| 6 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri,
Jaideep Vaidya,
Nabil R. Adam:
Collusion Set Detection Through Outlier Discovery.
ISI 2005: 1-13 |
| 5 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri:
LS3: a Linear Semantic Scan Statistic technique for detecting anomalous windows.
SAC 2005: 493-497 |
| 2004 |
| 4 |  | Nabil R. Adam,
Vijayalakshmi Atluri,
Vandana Pursnani Janeja:
Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications.
DG.O 2004 |
| 3 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri,
Nabil R. Adam:
Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations.
DG.O 2004 |
| 2 |  | Nabil R. Adam,
Vandana Pursnani Janeja,
Vijayalakshmi Atluri:
Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets.
SAC 2004: 576-583 |
| 2002 |
| 1 |  | Vandana Pursnani Janeja,
Vijayalakshmi Atluri,
Nabil R. Adam:
OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes.
DG.O 2002 |