Vandana P. Janeja

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Medical Literature

Anomaly Detection

Top Venues

Publications

Christine Mallinson, Vandana P. Janeja, Chloe Evered, Zahra Khanjani, Lavon Davis, Noshaba Nasir Bhalli, Kifekachukwu Nwosu
A place for (socio)linguistics in audio deepfake detection and discernment: Opportunities for convergence and interdisciplinary collaboration. Lang. Linguistics Compass 18 (5) (2024)
Tolulope Ale, Nicole-Jeanne Schlegel, Vandana P. Janeja
Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. CoRR (2024)
Saydeh N. Karabatis, Vandana P. Janeja
Narrative to Trajectory (N2T+): Extracting Routes of Life or Death from Human Trafficking Text Corpora. CoRR (2024)
Prathamesh Walkikar, Lei Shi, Bayu Adhi Tama, Vandana P. Janeja
Discovery of multi-domain spatiotemporal associations. GeoInformatica 28 (3) (2024)
Vandana P. Janeja, Maria Sanchez, Yi Xuan Khoo, Claudia von Vacano, Lujie Karen Chen
Adopting Foundational Data Science Curriculum with Diverse Institutional Contexts. SIGCSE (1) (2024)
Saydeh N. Karabatis, Vandana P. Janeja
Creating Geospatial Trajectories from Human Trafficking Text Corpora. CoRR (2024)
Atefeh Jebeli, Bayu Adhi Tama, Vandana P. Janeja, Nicholas Holschuh, Claire Jensen, Mathieu Morlighem, Joseph A. MacGregor, Mark A. Fahnestock
TSSA: Two-Step Semi-Supervised Annotation for Radargrams on the Greenland Ice Sheet. IGARSS (2023)
Naomi Tack, Bayu Adhi Tama, Atefeh Jebeli, Vandana P. Janeja, Don Engel, Rebecca Williams
Metrics for the Quality and Consistency of Ice Layer Annotations. IGARSS (2023)
Chhaya Kulkarni, Vandana P. Janeja, Nicole-Jeanne Schlegel
Multi-Contextual Learning : Analyzing Melt Over the Greenland Ice Sheet. IGARSS (2023)
Zahra Khanjani, Lavon Davis, Anna Tuz, Kifekachukwu Nwosu, Christine Mallinson, Vandana P. Janeja
Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation. ISI (2023)
Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja
Audio deepfakes: A survey. Frontiers Big Data 5 (2022)
Prerna Mohod, Vandana P. Janeja
Density-Based Spatial Anomalous Window Discovery. Int. J. Data Warehous. Min. 18 (1) (2022)
Sahara Ali, Seraj A. M. Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James Foulds, Vandana P. Janeja
Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. IGARSS (2022)
Gabrielle Watson, Zahra Khanjani, Vandana P. Janeja
Audio Deepfake Perceptions in College Going Populations. CoRR (2021)
Faisal Quader, Vandana P. Janeja
Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies. J. Cybersecur. Priv. 1 (4) (2021)
Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja
How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey. CoRR (2021)
Vandana P. Janeja, Josephine M. Namayanja, Yelena Yesha, Anuja Kench, Vasundhara Misal
Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis. Int. J. Data Warehous. Min. 16 (4) (2020)
James R. Clavin, Sisi Duan, Haibin Zhang, Vandana P. Janeja, Karuna P. Joshi, Yelena Yesha, Lucy C. Erickson, Justin D. Li
Blockchains for Government: Use Cases and Challenges. Digit. Gov. Res. Pract. 1 (3) (2020)
Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja
Data Science for Earth: An Earth Day Report. SIGKDD Explor. 22 (1) (2020)
Henanksha Sainani, Josephine M. Namayanja, Guneeti Sharma, Vasundhara Misal, Vandana P. Janeja
IP Reputation Scoring with Geo-Contextual Feature Augmentation. ACM Trans. Manag. Inf. Syst. 11 (4) (2020)
Mohammad Alodadi, Vandana P. Janeja
Clinical Entities Association Rules (CLEAR): Untangling Clinical Notes in Electronic Health Records. BIBM (2019)
Javad Zabihi, Vandana P. Janeja
DeepNet: A Deep Learning Architecture for Network-Based Anomaly Detection. OTM Workshops (2019)
Abu Zaher Md Faridee, Vandana P. Janeja
Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity. HiPC Workshops (2019)
Mohammad Alodadi, Vandana P. Janeja
Linking Knowledge Discovery In Clinical Notes And Massive Biomedical Literature Repositories. BIBM (2019)
Faisal Quader, Vandana P. Janeja
Anomaly Detection: Under the [data] Hood in Smart Cars. SMARTCOMP (2019)
Josephine M. Namayanja, Vandana P. Janeja
Change Detection in Large Evolving Networks. Int. J. Data Warehous. Min. 15 (2) (2019)
Vandana P. Janeja, Jay Gholap, Prathamesh Walkikar, Yelena Yesha, Naphtali Rishe, Michael A. Grasso
Collaborative data mining for clinical trial analytics. Intell. Data Anal. 22 (3) (2018)
Vandana P. Janeja, Abu Zaher Md Faridee, Aryya Gangopadhyay, Carolyn B. Seaman, Amy Everhart
Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective. SIGCSE (2018)
Prathamesh Walkikar, Vandana P. Janeja
PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets. DASFAA (2) (2017)
Ali Azari, Vandana P. Janeja, Scott Levin
MILES: multiclass imbalanced learning in ensembles through selective sampling. SAC (2017)
Vasundhara Misal, Vandana P. Janeja, Sai C. Pallaprolu, Yelena Yesha, Raghu Chintalapati
Iterative unified clustering in big data. IEEE BigData (2016)
Vandana P. Janeja, Carolyn B. Seaman, Kerrie Kephart, Aryya Gangopadhyay, Amy Everhart
Cybersecurity workforce development: A peer mentoring approach. ISI (2016)
Sai C. Pallaprolu, Josephine M. Namayanja, Vandana P. Janeja, C. T. Sai Adithya
Label propagation in big data to detect remote access Trojans. IEEE BigData (2016)
Akshay Grover, Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
SQL-like big data environments: Case study in clinical trial analytics. IEEE BigData (2015)
Jay Gholap, Vandana P. Janeja, Yelena Yesha
Unified framework for clinical data analytics (U-CDA). IEEE BigData (2015)
Mohammad Alodadi, Vandana P. Janeja
Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics. ICHI (2015)
Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
Collaborative data mining for clinical trial analytics. BIBM (2015)
Ali Azari, Vandana P. Janeja, Scott Levin
Imbalanced learning to predict long stay Emergency Department patients. BIBM (2015)
Anuja Kench, Vandana P. Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar
Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management. ICHI (2015)
Anuja Kench, Vandana P. Janeja, Amanda Niskar, Yelena Yesha, Naphtali Rishe
Clinico-genomic Decision Support System for Precision Diagnostics and Management. AMIA (2015)
Ruman Tambe, George Karabatis, Vandana P. Janeja
Context aware discovery in web data through anomaly detection. Int. J. Web Eng. Technol. 10 (1) (2015)
Lei Shi, Aryya Gangopadhyay, Vandana P. Janeja
STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery. Knowl. Inf. Syst. 43 (2) (2015)
Song Chen, Vandana P. Janeja
Human perspective to anomaly detection for cybersecurity. J. Intell. Inf. Syst. 42 (1) (2014)