Vandana Janeja, Ph.D. - Publications

Affiliations: 
2007 Rutgers The State University of New Jersey - Newark, United States 
Area:
Computer Science

46 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Tambe R, Karabatis G, Janeja VP. Context aware discovery in web data through anomaly detection International Journal of Web Engineering and Technology. 10: 3-30. DOI: 10.1504/IJWET.2015.069348  0.64
2015 Namayanja JM, Janeja VP. Change detection in evolving computer networks: Changes in densification and diameter over time 2015 Ieee International Conference On Intelligence and Security Informatics: Securing the World Through An Alignment of Technology, Intelligence, Humans and Organizations, Isi 2015. 185-187. DOI: 10.1109/ISI.2015.7165969  0.64
2015 Quader F, Janeja V, Stauffer J. Persistent threat pattern discovery 2015 Ieee International Conference On Intelligence and Security Informatics: Securing the World Through An Alignment of Technology, Intelligence, Humans and Organizations, Isi 2015. 179-181. DOI: 10.1109/ISI.2015.7165967  0.64
2015 Alodadi M, Janeja VP. Similarity in Patient Support Forums: Using TF-IDF and Cosine Similarity Metrics Proceedings - 2015 Ieee International Conference On Healthcare Informatics, Ichi 2015. 521-522. DOI: 10.1109/ICHI.2015.99  0.64
2015 Kench A, Janeja VP, Yesha Y, Rishe N, Grasso MA, Niskar A. Clinico-genomic data analytics for precision diagnosis and disease management Proceedings - 2015 Ieee International Conference On Healthcare Informatics, Ichi 2015. 263-271. DOI: 10.1109/ICHI.2015.38  0.64
2015 Yuanyuan F, Janeja VP, Yesha Y, Rishe N, Grasso MA, Niskar A. Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata 2015 Ieee 5th International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2015. DOI: 10.1109/ICCABS.2015.7344722  0.64
2015 Gholap J, Janeja VP, Yesha Y. Unified framework for clinical data analytics (U-CDA) Proceedings - 2015 Ieee International Conference On Big Data, Ieee Big Data 2015. 2939-2941. DOI: 10.1109/BigData.2015.7364129  0.64
2015 Grover A, Gholap J, Janeja VP, Yesha Y, Chintalapati R, Marwaha H, Modi K. SQL-like big data environments: Case study in clinical trial analytics Proceedings - 2015 Ieee International Conference On Big Data, Ieee Big Data 2015. 2680-2689. DOI: 10.1109/BigData.2015.7364068  0.64
2015 Janeja VP, Azari A, Namayanja JM, Heilig B. B-dids: Mining anomalies in a Big-distributed Intrusion Detection System Proceedings - 2014 Ieee International Conference On Big Data, Ieee Big Data 2014. 32-34. DOI: 10.1109/BigData.2014.7004484  0.64
2015 Namayanja JM, Janeja VP. Change detection in temporally evolving computer networks: A big data framework Proceedings - 2014 Ieee International Conference On Big Data, Ieee Big Data 2014. 54-61. DOI: 10.1109/BigData.2014.7004372  0.64
2015 Gholap J, Janeja VP, Yesha Y, Chintalapati R, Marwaha H, Modi K. Collaborative data mining for clinical trial analytics Proceedings - 2015 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2015. 1063-1069. DOI: 10.1109/BIBM.2015.7359829  0.64
2015 Azari A, Janeja VP, Levin S. Imbalanced learning to predict long stay Emergency Department patients Proceedings - 2015 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2015. 807-814. DOI: 10.1109/BIBM.2015.7359790  0.64
2014 Dey S, Janeja VP, Gangopadhyay A. Discovery of temporal neighborhoods through discretization methods Intelligent Data Analysis. 18: 609-636. DOI: 10.3233/IDA-140660  0.64
2014 Yesha Y, Janeja VP, Rishe N. Personalized decision support system to enhance evidence based medicine through big data analytics Proceedings - 2014 Ieee International Conference On Healthcare Informatics, Ichi 2014. 376. DOI: 10.1109/ICHI.2014.71  0.64
2014 Chen S, Janeja VP. Human perspective to anomaly detection for cybersecurity Journal of Intelligent Information Systems. 42: 133-153. DOI: 10.1007/s10844-013-0266-3  0.64
2014 McGuire MP, Janeja VP, Gangopadhyay A. Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets Data Mining and Knowledge Discovery. 28: 961-1003. DOI: 10.1007/s10618-013-0324-z  0.64
2014 Shi L, Gangopadhyay A, Janeja VP. STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery Knowledge and Information Systems. 1-21. DOI: 10.1007/s10115-014-0733-3  0.64
2013 McGuire MP, Janeja VP, Gangopadhyay A. Mining sensor datasets with spatiotemporal neighborhoods Journal of Spatial Information Science. 6: 1-42. DOI: 10.5311/JOSIS.2013.6.94  0.64
2013 Shi L, Janeja VP. Discovery of anomalous windows through a Robust nonparametric Multivariate Scan Statistic (RMSS) International Journal of Data Warehousing and Mining. 9: 28-55. DOI: 10.4018/jdwm.2013010102  0.64
2013 Namayanja JM, Janeja VP. Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks Ieee Isi 2013 - 2013 Ieee International Conference On Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. 191-196. DOI: 10.1109/ISI.2013.6578817  0.64
2013 Janeja VP, Palanisamy R. Multi-domain anomaly detection in spatial datasets Knowledge and Information Systems. 36: 749-788. DOI: 10.1007/s10115-012-0534-5  0.64
2012 Namayanja J, Janeja VP. An assessment of patient behavior over time-periods: a case study of managing type 2 diabetes through blood glucose readings and insulin doses. Journal of Medical Systems. 36: S65-80. PMID 23104240 DOI: 10.1007/s10916-012-9894-3  0.64
2012 McGuire MP, Gangopadhyay A, Janeja VP. Exploring multivariate spatio-temporal change in climate data using image analysis techniques Acm International Conference Proceeding Series. DOI: 10.1145/2345316.2345333  0.64
2012 Azari A, Janeja VP, Mohseni A. Predicting Hospital Length of Stay (PHLOS) : AAA multi-tiered data mining approach Proceedings - 12th Ieee International Conference On Data Mining Workshops, Icdmw 2012. 17-24. DOI: 10.1109/ICDMW.2012.69  0.64
2012 Sun Y, Janeja VP, McGuire MP, Gangopadhyay A. TNeT : Tensor-based neighborhood discovery in traffic networks Proceedings - 2012 Ieee 28th International Conference On Data Engineering Workshops, Icdew 2012. 331-336. DOI: 10.1109/ICDEW.2012.72  0.64
2011 Lewis DM, Janeja VP. An empirical evaluation of similarity coefficients for binary valued data International Journal of Data Warehousing and Mining. 7: 44-66. DOI: 10.4018/jdwm.2011040103  0.64
2011 McGuire MP, Janeja VP, Gangopadhyay A. Characterizing sensor datasets with multi-granular spatio-temporal intervals Gis: Proceedings of the Acm International Symposium On Advances in Geographic Information Systems. 449-452. DOI: 10.1145/2093973.2094045  0.64
2011 Shi L, Janeja VP. Anomalous window discovery for linear intersecting paths Ieee Transactions On Knowledge and Data Engineering. 23: 1857-1871. DOI: 10.1109/TKDE.2010.212  0.64
2011 Shekar S, Agouris P, Vatsavai RR, Stefanidis A, Bhaduri B, Chandola V, Aksoy S, Appice A, Atzori M, Baumann P, Bogorny V, Boriah S, Cheriyadat A, Croitoru A, Cuzzocrea A, ... ... Janeja V, et al. Preface Proceedings - Ieee International Conference On Data Mining, Icdm. xlv-xlvi. DOI: 10.1109/ICDMW.2011.200  0.64
2011 Janeja VP, Gangopadhyay A, Mohammadi S, Palanisamy R. Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics Statistical Analysis and Data Mining. 4: 276-300. DOI: 10.1002/sam.10122  0.64
2010 Janeja VP, Adam NR, Atluri V, Vaidya J. Spatial neighborhood based anomaly detection in sensor datasets Data Mining and Knowledge Discovery. 20: 221-258. DOI: 10.1007/s10618-009-0147-0  0.64
2010 McGuire MP, Janeja VP, Gangopadhyay A. Spatiotemporal neighborhood discovery for sensor data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5840: 203-225. DOI: 10.1007/978-3-642-12519-5_12  0.64
2009 Janeja VP, Atluri V. Spatial outlier detection in heterogeneous neighborhoods Intelligent Data Analysis. 13: 85-107. DOI: 10.3233/IDA-2009-0357  0.64
2009 Shi L, Janeja VP. Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP) Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 767-775. DOI: 10.1145/1557019.1557104  0.64
2009 Lindvall M, Feldmann RL, Karabatis G, Chen Z, Janeja VP. Searching for relevant software change artifacts using semantic networks Proceedings of the Acm Symposium On Applied Computing. 496-500. DOI: 10.1145/1529282.1529387  0.64
2009 Dey S, Janeja VP, Gangopadhyay A. Temporal neighborhood discovery using Markov models Proceedings - Ieee International Conference On Data Mining, Icdm. 110-119. DOI: 10.1109/ICDM.2009.26  0.64
2009 Karabatis G, Chen Z, Janeja VP, Lobo T, Advani M, Lindvall M, Feldmann RL. Using semantic networks and context in search for relevant software engineering artifacts Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5880: 74-104. DOI: 10.1007/978-3-642-10562-3_3  0.64
2009 Mohammadi SH, Janeja VP, Gangopadhyay A. Discretized spatio-temporal scan window Society For Industrial and Applied Mathematics - 9th Siam International Conference On Data Mining 2009, Proceedings in Applied Mathematics. 3: 1189-1200.  0.64
2008 Janeja VP, Atluri V. Random walks to identify anomalous free-form spatial scan windows Ieee Transactions On Knowledge and Data Engineering. 20: 1378-1392. DOI: 10.1109/TKDE.2008.96  0.64
2007 Adam N, Janeja VP, Paliwal AV, Shafiq B, Ulmer C, Gersabeck V, Hardy A, Bornhoevd C, Schaper J. Approach for discovering and handling crisis in a service-oriented environment Isi 2007: 2007 Ieee Intelligence and Security Informatics. 16-24.  0.64
2006 Adam N, Atluri V, Janeja VP, Paliwal A, Youssef M, Chun S, Cooper J, Paczkowski J, Bornhoevd C, Nassi I, Schaper J. Semantics-based threat structure mining Acm International Conference Proceeding Series. 151: 367-368. DOI: 10.1145/1146598.1146705  0.64
2006 Adam NR, Atluri V, Koslowski R, Grossman R, Janeja VP, Warner J. Secure interoperation for effective data mining in border control and homeland security applications Acm International Conference Proceeding Series. 151: 124-125. DOI: 10.1145/1146598.1146636  0.64
2005 Janeja VP, Atluri V. LS3 : A linear semantic scan statistic technique for detecting anomalous windows Proceedings of the Acm Symposium On Applied Computing. 1: 493-497. DOI: 10.1145/1066677.1066790  0.64
2005 Janeja VP, Atluri V. FS3: A random walk based free-form spatial scan statistic for anomalous window detection Proceedings - Ieee International Conference On Data Mining, Icdm. 661-664. DOI: 10.1109/ICDM.2005.71  0.64
2005 Janeja VP, Atluri V, Vaidya J, Adam NR. Collusion set detection through outlier discovery Lecture Notes in Computer Science. 3495: 1-13.  0.64
2004 Adam NR, Janeja VP, Atluri V. Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets Proceedings of the Acm Symposium On Applied Computing. 1: 576-583.  0.64
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