Vandana Pursnani Janeja

According to our database, Vandana Pursnani Janeja authored at least 86 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adopting Foundational Data Science Curriculum with Diverse Institutional Contexts.

Vandana P. Janeja, Maria Sanchez, Yi Xuan Khoo, Claudia von Vacano, Lujie Karen Chen

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

Effects of Prior Academic Experience in Introductory Level Data Science Course.

Noshaba Bhalli, Vandana Pursnani Janeja, David Harding

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2023

Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation.

Zahra Khanjani, Lavon Davis, Anna Tuz, Kifekachukwu Nwosu, Christine Mallinson, Vandana P. Janeja

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2023

Metrics for the Quality and Consistency of Ice Layer Annotations.

Naomi Tack, Bayu Adhi Tama, Atefeh Jebeli, Vandana P. Janeja, Don Engel, Rebecca Williams

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Contextual Learning : Analyzing Melt Over the Greenland Ice Sheet.

Chhaya Kulkarni, Vandana P. Janeja, Nicole-Jeanne Schlegel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

TSSA: Two-Step Semi-Supervised Annotation for Radargrams on the Greenland Ice Sheet.

Atefeh Jebeli, Bayu Adhi Tama, Vandana P. Janeja, Nicholas Holschuh, Claire Jensen, Mathieu Morlighem, Joseph A. MacGregor, Mark A. Fahnestock

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Density-Based Spatial Anomalous Window Discovery.

Prerna Mohod, Vandana P. Janeja

Int. J. Data Warehous. Min., 2022

Audio deepfakes: A survey.

Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja

Frontiers Big Data, 2022

Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting.

Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James Foulds, Vandana P. Janeja

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies.

Faisal Quader, Vandana P. Janeja

J. Cybersecur. Priv., November, 2021

Audio Deepfake Perceptions in College Going Populations.

Gabrielle Watson, Zahra Khanjani, Vandana P. Janeja

CoRR, 2021

How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey.

Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja

CoRR, 2021

Discovery of Robust Distributions of COVID-19 Spread.

Chhaya Kulkarni, Sandipan Dey, Vandana P. Janeja

Proceedings of the Use of AI, Robotics, and Modern Tools to Fight Covid-19., 2021

2020

IP Reputation Scoring with Geo-Contextual Feature Augmentation.

Henanksha Sainani, Josephine M. Namayanja, Guneeti Sharma, Vasundhara Misal, Vandana P. Janeja

ACM Trans. Manag. Inf. Syst., 2020

Data Science for Earth: An Earth Day Report.

Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja

SIGKDD Explor., 2020

Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis.

Vandana P. Janeja, Josephine M. Namayanja, Yelena Yesha, Anuja Kench, Vasundhara Misal

Int. J. Data Warehous. Min., 2020

Blockchains for Government: Use Cases and Challenges.

James R. Clavin, Sisi Duan, Haibin Zhang, Vandana P. Janeja, Karuna P. Joshi, Yelena Yesha, Lucy C. Erickson, Justin D. Li

Digit. Gov. Res. Pract., 2020

2019

Change Detection in Large Evolving Networks.

Josephine M. Namayanja, Vandana P. Janeja

Int. J. Data Warehous. Min., 2019

Anomaly Detection: Under the [data] Hood in Smart Cars.

Faisal Quader, Vandana P. Janeja

Proceedings of the IEEE International Conference on Smart Computing, 2019

DeepNet: A Deep Learning Architecture for Network-Based Anomaly Detection.

Javad Zabihi, Vandana P. Janeja

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Workshops, 2019

Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity.

Abu Zaher Md Faridee, Vandana P. Janeja

Proceedings of the 26th International Conference on High Performance Computing, 2019

Clinical Entities Association Rules (CLEAR): Untangling Clinical Notes in Electronic Health Records.

Mohammad Alodadi, Vandana P. Janeja

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Linking Knowledge Discovery In Clinical Notes And Massive Biomedical Literature Repositories.

Mohammad Alodadi, Vandana P. Janeja

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Collaborative data mining for clinical trial analytics.

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

Intell. Data Anal., 2018

Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective.

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

Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

2017

Linear-Shaped Scan Statistic.

Lei Shi, Vandana P. Janeja

Proceedings of the Encyclopedia of GIS., 2017

Homeland Security and Spatial Data Mining.

Vandana P. Janeja, Nabil R. Adam

Proceedings of the Encyclopedia of GIS., 2017

MILES: multiclass imbalanced learning in ensembles through selective sampling.

Ali Azari, Vandana P. Janeja, Scott Levin

Proceedings of the Symposium on Applied Computing, 2017

PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets.

Prathamesh Walkikar, Vandana P. Janeja

Proceedings of the Database Systems for Advanced Applications, 2017

2016

Cybersecurity workforce development: A peer mentoring approach.

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

Proceedings of the IEEE Conference on Intelligence and Security Informatics, 2016

Label propagation in big data to detect remote access Trojans.

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

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Iterative unified clustering in big data.

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

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

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

Lei Shi, Aryya Gangopadhyay, Vandana P. Janeja

Knowl. Inf. Syst., 2015

Context aware discovery in web data through anomaly detection.

Ruman Tambe, George Karabatis, Vandana P. Janeja

Int. J. Web Eng. Technol., 2015

Persistent threat pattern discovery.

Faisal Quader, Vandana Pursnani Janeja, Justin Stauffer

Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Change detection in evolving computer networks: Changes in densification and diameter over time.

Josephine M. Namayanja, Vandana Pursnani Janeja

Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management.

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

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics.

Mohammad Alodadi, Vandana P. Janeja

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata.

Yuanyuan Feng, Vandana Pursnani Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar

Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015

SQL-like big data environments: Case study in clinical trial analytics.

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

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Unified framework for clinical data analytics (U-CDA).

Jay Gholap, Vandana P. Janeja, Yelena Yesha

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Collaborative data mining for clinical trial analytics.

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

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Imbalanced learning to predict long stay Emergency Department patients.

Ali Azari, Vandana P. Janeja, Scott Levin

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Clinico-genomic Decision Support System for Precision Diagnostics and Management.

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

Proceedings of the AMIA 2015, 2015

2014

Human perspective to anomaly detection for cybersecurity.

Song Chen, Vandana P. Janeja

J. Intell. Inf. Syst., 2014

Discovery of temporal neighborhoods through discretization methods.

Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay

Intell. Data Anal., 2014

Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Data Min. Knowl. Discov., 2014

Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics.

Yelena Yesha, Vandana Pursnani Janeja, Naphtali Rishe, Yaacov Yesha

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Change detection in temporally evolving computer networks: A big data framework.

Josephine M. Namayanja, Vandana Pursnani Janeja

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

B-dids: Mining anomalies in a Big-distributed Intrusion Detection System.

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

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Multi-domain anomaly detection in spatial datasets.

Vandana Pursnani Janeja, Revathi Palanisamy

Knowl. Inf. Syst., 2013

Mining sensor datasets with spatiotemporal neighborhoods.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

J. Spatial Inf. Sci., 2013

Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS).

Lei Shi, Vandana Pursnani Janeja

Int. J. Data Warehous. Min., 2013

Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks.

Josephine M. Namayanja, Vandana Pursnani Janeja

Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

2012

Healthcare Data Mining: Predicting Hospital Length of Stay (PHLOS).

Ali Azari, Vandana Pursnani Janeja, Alex Mohseni

Int. J. Knowl. Discov. Bioinform., 2012

Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach.

Ali Azari, Vandana Pursnani Janeja, Alex Mohseni

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks.

Yanan Sun, Vandana Pursnani Janeja, Michael P. McGuire, Aryya Gangopadhyay

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Exploring multivariate spatio-temporal change in climate data using image analysis techniques.

Michael P. McGuire, Aryya Gangopadhyay, Vandana Pursnani Janeja

Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

2011

Anomalous Window Discovery for Linear Intersecting Paths.

Lei Shi, Vandana Pursnani Janeja

IEEE Trans. Knowl. Data Eng., 2011

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

Vandana Pursnani Janeja, Aryya Gangopadhyay, Seyed H. Mohammadi, Revathi Palanisamy

Stat. Anal. Data Min., 2011

An Empirical Evaluation of Similarity Coefficients for Binary Valued Data.

David M. Lewis, Vandana Pursnani Janeja

Int. J. Data Warehous. Min., 2011

Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome.

Josephine M. Namayanja, Vandana Pursnani Janeja

Int. J. Comput. Model. Algorithms Medicine, 2011

Characterizing sensor datasets with multi-granular spatio-temporal intervals.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010

Spatial neighborhood based anomaly detection in sensor datasets.

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

Data Min. Knowl. Discov., 2010

2009

Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts.

George Karabatis, Zhiyuan Chen, Vandana Pursnani Janeja, Tania Lobo, Monish Advani, Mikael Lindvall, Raimund L. Feldmann

J. Data Semant., 2009

Spatial outlier detection in heterogeneous neighborhoods.

Vandana Pursnani Janeja, Vijayalakshmi Atluri

Intell. Data Anal., 2009

Discretized Spatio-Temporal Scan Window.

Seyed H. Mohammadi, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the SIAM International Conference on Data Mining, 2009

Searching for relevant software change artifacts using semantic networks.

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

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP).

Lei Shi, Vandana Pursnani Janeja

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Temporal Neighborhood Discovery Using Markov Models.

Sandipan Dey, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the ICDM 2009, 2009

2008

Homeland Security and Spatial Data Mining.

Vandana Pursnani Janeja, Nabil R. Adam

Proceedings of the Encyclopedia of GIS., 2008

Random Walks to Identify Anomalous Free-Form Spatial Scan Windows.

Vandana Pursnani Janeja, Vijayalakshmi Atluri

IEEE Trans. Knowl. Data Eng., 2008

Spatiotemporal Neighborhood Discovery for Sensor Data.

Michael P. McGuire, Vandana Pursnani Janeja, Aryya Gangopadhyay

Proceedings of the Knowledge Discovery from Sensor Data, 2008

Semantics-Based Threat Structure Mining for Homeland Security.

Nabil R. Adam, Vandana P. Janeja, Aabhas V. Paliwal, Vijay Atluri, Soon Ae Chun, Jim Cooper, John Paczkowski, Christof Bornhövd, Joachim Schaper

Proceedings of the Digital Government: E-Government Research, 2008

2007

Approach for Discovering and Handling Crisis in a Service-Oriented Environment.

Nabil R. Adam, Vandana Pursnani Janeja, Aabhas V. Paliwal, Basit Shafiq, Cédric Ulmer, Volker Gersabeck, Anne Hardy, Christof Bornhövd, Joachim Schaper

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2007

2006

Secure interoperation for effective data mining in border control and homeland security applications.

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

Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Semantics-based threat structure mining.

Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja, Aabhas V. Paliwal, Mahmoud Youssef, Soon Ae Chun, Jim Cooper, John Paczkowski, Christof Bornhövd, Ike Nassi, Joachim Schaper

Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

2005

LS³: a Linear Semantic Scan Statistic technique for detecting anomalous windows.

Vandana Pursnani Janeja, Vijayalakshmi Atluri

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Collusion Set Detection Through Outlier Discovery.

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

Proceedings of the Intelligence and Security Informatics, 2005

FS³: A Random Walk Based Free-Form Spatial Scan Statistic for Anomalous Window Detection.

Vandana Pursnani Janeja, Vijayalakshmi Atluri

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

DM-AMS: employing data mining techniques for alert management.

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Ahmed Gomaa, Nabil R. Adam, Christof Bornhövd, Tao Lin

Proceedings of the 2005 National Conference on Digital Government Research, 2005

Agency interoperation for effective data mining in border control and homeland security applications.

Nabil R. Adam, Vijayalakshmi Atluri, Rey Koslowski, Vandana Pursnani Janeja, Janice Warner, Aabhas V. Paliwal

Proceedings of the 2005 National Conference on Digital Government Research, 2005

2004

Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets.

Nabil R. Adam, Vandana Pursnani Janeja, Vijayalakshmi Atluri

Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations.

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam

Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications.

Nabil R. Adam, Vijayalakshmi Atluri, Vandana Pursnani Janeja

Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2002

OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes.

Vandana Pursnani Janeja, Vijayalakshmi Atluri, Nabil R. Adam

Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002