Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets NR Adam, VP Janeja, V Atluri Proceedings of the 2004 ACM symposium on Applied computing, 576-583, 2004 | 107 | 2004 |
Predicting hospital length of stay (PHLOS): A multi-tiered data mining approach A Azari, VP Janeja, A Mohseni 2012 IEEE 12th International Conference on Data Mining Workshops, 17-24, 2012 | 65 | 2012 |
Random walks to identify anomalous free-form spatial scan windows VP Janeja, V Atluri IEEE Transactions on Knowledge and Data Engineering 20 (10), 1378-1392, 2008 | 38 | 2008 |
Similarity in patient support forums using TF-IDF and cosine similarity metrics M Alodadi, VP Janeja 2015 International Conference on Healthcare Informatics, 521-522, 2015 | 36 | 2015 |
Comparison of tri-axial accelerometers step-count accuracy in slow walking conditions Y Feng, CK Wong, V Janeja, R Kuber, HM Mentis Gait & posture 53, 11-16, 2017 | 35 | 2017 |
Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP) L Shi, VP Janeja Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 35 | 2009 |
Multi-domain anomaly detection in spatial datasets VP Janeja, R Palanisamy Knowledge and information systems 36 (3), 749-788, 2013 | 25 | 2013 |
SQL-like big data environments: Case study in clinical trial analytics A Grover, J Gholap, VP Janeja, Y Yesha, R Chintalapati, H Marwaha, ... 2015 IEEE International Conference on Big Data (Big Data), 2680-2689, 2015 | 23 | 2015 |
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery L Shi, A Gangopadhyay, VP Janeja Knowledge and Information Systems 43 (2), 333-353, 2015 | 23 | 2015 |
B-dids: Mining anomalies in a Big-distributed Intrusion Detection System VP Janeja, A Azari, JM Namayanja, B Heilig 2014 IEEE International Conference on Big Data (Big Data), 32-34, 2014 | 23 | 2014 |
Spatial neighborhood based anomaly detection in sensor datasets VP Janeja, NR Adam, V Atluri, J Vaidya Data mining and knowledge discovery 20 (2), 221-258, 2010 | 23 | 2010 |
An empirical evaluation of similarity coefficients for binary valued data DM Lewis, VP Janeja International Journal of Data Warehousing and Mining (IJDWM) 7 (2), 44-66, 2011 | 22 | 2011 |
LS3 a Linear Semantic Scan Statistic technique for detecting anomalous windows VP Janeja, V Atluri Proceedings of the 2005 ACM symposium on Applied computing, 493-497, 2005 | 22 | 2005 |
Using semantic networks and context in search for relevant software engineering artifacts G Karabatis, Z Chen, VP Janeja, T Lobo, M Advani, M Lindvall, ... Journal on Data Semantics XIV, 74-104, 2009 | 21 | 2009 |
Spatiotemporal neighborhood discovery for sensor data MP McGuire, VP Janeja, A Gangopadhyay International Workshop on Knowledge Discovery from Sensor Data, 203-225, 2008 | 21 | 2008 |
Approach for discovering and handling crisis in a Service-Oriented Environment N Adam, VP Janeja, AV Paliwal, B Shafiq, C Ulmer, V Gersabeck, A Hardy, ... 2007 IEEE Intelligence and Security Informatics, 16-24, 2007 | 21 | 2007 |
DM-AMS: employing data mining techniques for alert management VP Janeja, V Atluri, A Gomaa, N Adam, C Bornhoevd, T Lin UMBC Information Systems Department Collection, 2005 | 20 | 2005 |
Human perspective to anomaly detection for cybersecurity S Chen, VP Janeja Journal of Intelligent Information Systems 42 (1), 133-153, 2014 | 19 | 2014 |
Cybersecurity workforce development: A peer mentoring approach VP Janeja, C Seaman, K Kephart, A Gangopadhyay, A Everhart 2016 IEEE conference on intelligence and security informatics (ISI), 267-272, 2016 | 18 | 2016 |
Spatial outlier detection in heterogeneous neighborhoods VP Janeja, V Atluri Intelligent Data Analysis 13 (1), 85-107, 2009 | 18 | 2009 |