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1

An Assessment of Patient Behavior Over Time–Periods: A Case Study of Managing Type 2 Diabetes Through Blood Glucose Readings and Insulin Doses

Josephine Namayanja, Vandana P. Janeja

Journal:

Journal of Medical Systems

Year:

2012

Language:

english

File:

PDF, 823 KB

english, 2012

2

Context aware discovery in web data through anomaly detection

Tambe, Ruman, Karabatis, George, Janeja, Vandana P.

Journal:

International Journal of Web Engineering and Technology

Year:

2015

Language:

english

File:

PDF, 567 KB

english, 2015

3

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach

Azari, Ali, Janeja, Vandana P., Mohseni, Alex

Year:

2012

Language:

english

File:

PDF, 265 KB

english, 2012

4

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Label propagation in big data to detect remote access Trojans

Pallaprolu, Sai C., Namayanja, Josephine M., Janeja, Vandana P., Adithya, C. T. Sai

Year:

2016

Language:

english

File:

PDF, 934 KB

english, 2016

5

Comparison of tri-axial accelerometers step-count accuracy in slow walking conditions

Feng, Yuanyuan, Wong, Christopher K., Janeja, Vandana, Kuber, Ravi, Mentis, Helena M.

Journal:

Year:

2017

Language:

english

File:

PDF, 745 KB

english, 2017

6

[IEEE 2016 IEEE Conference on Intelligence and Security Informatics (ISI) - Tucson, AZ, USA (2016.9.28-2016.9.30)] 2016 IEEE Conference on Intelligence and Security Informatics (ISI) - Cybersecurity workforce development: A peer mentoring approach

Janeja, Vandana P., Seaman, Carolyn, Kephart, Kerrie, Gangopadhyay, Aryya, Everhart, Amy

Year:

2016

Language:

english

File:

PDF, 369 KB

english, 2016

7

[IEEE 2014 IEEE International Conference on Healthcare Informatics (ICHI) - Verona, Italy (2014.9.15-2014.9.17)] 2014 IEEE International Conference on Healthcare Informatics - Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics

Yesha, Yelena, Janeja, Vandana P., Rishe, Naphtali, Yesha, Yaacov

Year:

2014

Language:

english

File:

PDF, 264 KB

english, 2014

8

Spatial neighborhood based anomaly detection in sensor datasets

Vandana P. Janeja, Nabil R. Adam, Vijayalakshmi Atluri, Jaideep Vaidya

Journal:

Data Mining and Knowledge Discovery

Year:

2010

Language:

english

File:

PDF, 1.07 MB

english, 2010

9

[ACM Press the 19th ACM SIGSPATIAL International Conference - Chicago, Illinois (2011.11.01-2011.11.04)] Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - GIS '11 - Characterizing sensor datasets with multi-granular spatio-temporal intervals

McGuire, Michael P., Janeja, Vandana P., Gangopadhyay, Aryya

Year:

2011

Language:

english

File:

PDF, 449 KB

english, 2011

10

[Society for Industrial and Applied Mathematics Proceedings of the 2009 SIAM International Conference on Data Mining - ()] Proceedings of the 2009 SIAM International Conference on Data Mining - Discretized Spatio-Temporal Scan Window

Mohammadi, Seyed H., Janeja, Vandana P., Gangopadhyay, Aryya

Language:

english

File:

PDF, 743 KB

english

11

[IEEE 2019 IEEE International Conference on Smart Computing (SMARTCOMP) - Washington, DC, USA (2019.6.12-2019.6.15)] 2019 IEEE International Conference on Smart Computing (SMARTCOMP) - Anomaly Detection: Under the [data] Hood in Smart Cars

Quader, Faisal, Janeja, Vandana

Year:

2019

File:

PDF, 1.78 MB

2019

12

[ACM Press the 2005 ACM symposium - Santa Fe, New Mexico (2005.03.13-2005.03.17)] Proceedings of the 2005 ACM symposium on Applied computing - SAC '05 - LS 3

Janeja, Vandana Pursnani, Atluri, Vijayalakshmi

Year:

2005

Language:

english

File:

PDF, 265 KB

english, 2005

13

[IEEE 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) - Miami, FL, USA (2015.10.15-2015.10.17)] 2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) - Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata

Yuanyuan Feng,, Janeja, Vandana P., Yesha, Yelena, Rishe, Napthali, Grasso, Michael A., Niskar, Amanda

Year:

2015

Language:

english

File:

PDF, 120 KB

english, 2015

14

[IEEE 2015 IEEE International Conference on Big Data (Big Data) - Santa Clara, CA, USA (2015.10.29-2015.11.1)] 2015 IEEE International Conference on Big Data (Big Data) - SQL-like big data environments: Case study in clinical trial analytics

Grover, Akshay, Gholap, Jay, Janeja, Vandana P., Yesha, Yelena, Chintalapati, Raghu, Marwaha, Harsh, Modi, Kunal

Year:

2015

Language:

english

File:

PDF, 1.89 MB

english, 2015

15

Change Detection in Large Evolving Networks

Namayanja, Josephine M., Janeja, Vandana P.

Journal:

International Journal of Data Warehousing and Mining

Year:

2019

Language:

english

File:

PDF, 3.11 MB

english, 2019

16

[ACM Press the 2006 national conference - San Diego, California (2006.05.21-2006.05.24)] Proceedings of the 2006 national conference on Digital government research - dg.o '06 - Secure interoperation for effective data mining in border control and homeland security applications

Adam, Nabil R., Atluri, Vijayalakshmi, Koslowski, Rey, Grossman, Robert, Janeja, Vandana P., Warner, Janice

Year:

2006

Language:

english

File:

PDF, 212 KB

english, 2006

17

[ACM Press the 2009 ACM symposium - Honolulu, Hawaii (2009.03.08-2008.03.12)] Proceedings of the 2009 ACM symposium on Applied Computing - SAC '09 - Searching for relevant software change artifacts using semantic networks

Lindvall, Mikael, Feldmann, Raimund L., Karabatis, George, Chen, Zhiyuan, Janeja, Vandana P.

Year:

2009

Language:

english

File:

PDF, 278 KB

english, 2009

18

[IEEE 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Washington, DC, USA (2015.11.9-2015.11.12)] 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Collaborative data mining for clinical trial analytics

Gholap, Jay, Janeja, Vandana P., Yesha, Yelena, Chintalapati, Raghu, Marwaha, Harsh, Modi, Kunal

Year:

2015

Language:

english

File:

PDF, 1.13 MB

english, 2015

19

[IEEE 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - San Diego, CA, USA (2019.11.18-2019.11.21)] 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Linking Knowledge Discovery In Clinical Notes And Massive Biomedical Literature Repositories

Alodadi, Mohammad S., Janeja, Vandana P.

Year:

2019

Language:

english

File:

PDF, 6.71 MB

english, 2019

20

[IEEE 2014 IEEE International Conference on Big Data (Big Data) - Washington, DC, USA (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Big Data (Big Data) - Change detection in temporally evolving computer networks: A big data framework

Namayanja, Josephine M., Janeja, Vandana P.

Year:

2014

Language:

english

File:

PDF, 1.62 MB

english, 2014

21

Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics

Vandana P. Janeja, Aryya Gangopadhyay, Seyed Mohammadi, Revathi Palanisamy

Journal:

Statistical Analysis and Data Mining

Year:

2011

Language:

english

File:

PDF, 1.22 MB

english, 2011

22

[IEEE 2012 IEEE International Conference on Data Engineering Workshops (ICDEW) - Arlington, VA, USA (2012.04.1-2012.04.5)] 2012 IEEE 28th International Conference on Data Engineering Workshops - TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks

Sun, Yanan, Janeja, Vandana P., Mcguire, Michael P., Gangopadhyay, Aryya

Year:

2012

Language:

english

File:

PDF, 519 KB

english, 2012

23

Anomalous Window Discovery for Linear Intersecting Paths

Shi, Lei, Janeja, Vandana P.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2011

Language:

english

File:

PDF, 1.23 MB

english, 2011

24

[ACM Press the 49th ACM Technical Symposium - Baltimore, Maryland, USA (2018.02.21-2018.02.24)] Proceedings of the 49th ACM Technical Symposium on Computer Science Education - SIGCSE '18 - Enhancing Interest in Cybersecurity Careers

Janeja, Vandana P., Faridee, Abu Zaher Md, Gangopadhyay, Aryya, Seaman, Carolyn, Everhart, Amy

Year:

2018

Language:

english

File:

PDF, 971 KB

english, 2018

25

[IEEE 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - San Diego, CA, USA (2019.11.18-2019.11.21)] 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Clinical Entities Association Rules (CLEAR): Untangling Clinical Notes in Electronic Health Records

Alodadi, Mohammad S., Janeja, Vandana P.

Year:

2019

File:

PDF, 7.24 MB

2019

26

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management

Kench, Anuja, Janeja, Vandana P., Yesha, Yelena, Rishe, Naphtali, Grasso, Michael A., Niskar, Amanda

Year:

2015

Language:

english

File:

PDF, 621 KB

english, 2015

27

[IEEE 2009 Ninth IEEE International Conference on Data Mining (ICDM) - Miami Beach, FL, USA (2009.12.6-2009.12.9)] 2009 Ninth IEEE International Conference on Data Mining - Temporal Neighborhood Discovery Using Markov Models

Dey, Sandipan, Janeja, Vandana P., Gangopadhyay, Aryya

Year:

2009

Language:

english

File:

PDF, 1.19 MB

english, 2009

28

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics

Alodadi, Mohammad, Janeja, Vandana P.

Year:

2015

Language:

english

File:

PDF, 157 KB

english, 2015

29

[IEEE 2014 IEEE International Conference on Big Data (Big Data) - Washington, DC, USA (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Big Data (Big Data) - B-dids: Mining anomalies in a Big-distributed Intrusion Detection System

Janeja, Vandana P., Azari, Ali, Namayanja, Josephine M., Heilig, Brian

Year:

2014

Language:

english

File:

PDF, 1.26 MB

english, 2014

30

[IEEE 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Washington, DC, USA (2015.11.9-2015.11.12)] 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Imbalanced learning to predict long stay Emergency Department patients

Azari, Ali, Janeja, Vandana P., Levin, Scott

Year:

2015

Language:

english

File:

PDF, 1.52 MB

english, 2015

31

An Empirical Evaluation of Similarity Coefficients for Binary Valued Data

Lewis, David M., Janeja, Vandana P.

Journal:

International Journal of Data Warehousing and Mining

Year:

2011

File:

PDF, 966 KB

2011

32

Human perspective to anomaly detection for cybersecurity

Song Chen, Vandana P. Janeja

Journal:

Journal of Intelligent Information Systems

Year:

2014

Language:

english

File:

PDF, 1.29 MB

english, 2014

33

[IEEE 2015 IEEE International Conference on Intelligence and Security Informatics (ISI) - Baltimore, MD, USA (2015.5.27-2015.5.29)] 2015 IEEE International Conference on Intelligence and Security Informatics (ISI) - Persistent threat pattern discovery

Quader, Faisal, Janeja, Vandana, Stauffer, Justin

Year:

2015

Language:

english

File:

PDF, 692 KB

english, 2015

34

[IEEE 2015 IEEE International Conference on Big Data (Big Data) - Santa Clara, CA, USA (2015.10.29-2015.11.1)] 2015 IEEE International Conference on Big Data (Big Data) - Unified framework for clinical data analytics (U-CDA)

Gholap, Jay, Janeja, Vandana P., Yesha, Yelena

Year:

2015

Language:

english

File:

PDF, 261 KB

english, 2015

35

[IEEE 2019 26th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW) - Hyderabad, India (2019.12.17-2019.12.20)] 2019 26th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW) - Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity

Md Faridee, Abu Zaher, Janeja, Vandana

Year:

2019

File:

PDF, 4.63 MB

2019

36

Multi-domain anomaly detection in spatial datasets

Vandana P. Janeja, Revathi Palanisamy

Journal:

Knowledge and Information Systems

Year:

2013

Language:

english

File:

PDF, 3.33 MB

english, 2013

37

STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery

Shi, Lei, Gangopadhyay, Aryya, Janeja, Vandana P.

Journal:

Knowledge and Information Systems

Year:

2015

Language:

english

File:

PDF, 973 KB

english, 2015

38

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP)

Shi, Lei, Janeja, Vandana P.

Year:

2009

Language:

english

File:

PDF, 653 KB

english, 2009

39

[IEEE 2007 IEEE Intelligence and Security Informatics - New Brunswick, NJ, USA (2007.05.23-2007.05.24)] 2007 IEEE Intelligence and Security Informatics - Approach for Discovering and Handling Crisis in a Service-Oriented Environment

Adam, Nabil, Janeja, Vandana P., Paliwal, Aabhas V., Shafiq, Basit, Ulmer, Cedric, Gersabeck, Volker, Hardy, Anne, Bornhoevd, Christof, Schaper, Joachim

Year:

2007

Language:

english

File:

PDF, 6.69 MB

english, 2007

40

[IEEE 2015 IEEE International Conference on Intelligence and Security Informatics (ISI) - Baltimore, MD, USA (2015.5.27-2015.5.29)] 2015 IEEE International Conference on Intelligence and Security Informatics (ISI) - Change detection in evolving computer networks: Changes in densification and diameter over time

Namayanja, Josephine M., Janeja, Vandana P.

Year:

2015

File:

PDF, 281 KB

2015

41

[ACM Press the 2004 ACM symposium - Nicosia, Cyprus (2004.03.14-2004.03.17)] Proceedings of the 2004 ACM symposium on Applied computing - SAC '04 - Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets

Adam, Nabil R., Janeja, Vandana Pursnani, Atluri, Vijayalakshmi

Year:

2004

Language:

english

File:

PDF, 362 KB

english, 2004

42

[IEEE 2013 IEEE International Conference on Intelligence and Security Informatics (ISI) - Seattle, WA, USA (2013.06.4-2013.06.7)] 2013 IEEE International Conference on Intelligence and Security Informatics - Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks

Namayanja, Josephine M., Janeja, Vandana P.

Year:

2013

Language:

english

File:

PDF, 517 KB

english, 2013

43

[ACM Press the 3rd International Conference - Washington, D.C. (2012.07.01-2012.07.03)] Proceedings of the 3rd International Conference on Computing for Geospatial Research and Applications - COM.Geo '12 - Exploring multivariate spatio-temporal change in climate data using image analysis techniques

McGuire, Michael P., Gangopadhyay, Aryya, Janeja, Vandana P.

Year:

2012

Language:

english

File:

PDF, 617 KB

english, 2012

44

Healthcare Data Mining

Azari, Ali, Janeja, Vandana P., Mohseni, Alex

Journal:

International Journal of Knowledge Discovery in Bioinformatics

Year:

2012

File:

PDF, 2.89 MB

2012

45

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Iterative unified clustering in big data

Misal, Vasundhara, Janeja, Vandana P., Pallaprolu, Sai.C., Yesha, Yelena, Chintalapati, Raghu

Year:

2016

Language:

english

File:

PDF, 1.70 MB

english, 2016

46

Collaborative data mining for clinical trial analytics

Janeja, Vandana P., Gholap, Jay, Walkikar, Prathamesh, Yesha, Yelena, Rishe, Naphtali, Grasso, Michael A.

Journal:

Intelligent Data Analysis

Year:

2018

Language:

english

File:

PDF, 21.12 MB

english, 2018

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