Vandana P. Janeja

87 papers A* 1A 2B 3C 9Misc 3Journal 38Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study. CoRR Alabi Ahmed, Vandana P. Janeja, Sanjay Purushotham
2026	J	`jnl`	PhysE-Inv: A Physics-Encoded Inverse Modeling approach for Arctic Snow Depth Prediction. CoRR Akila Sampath, Vandana P. Janeja, Jianwu Wang
2026	J	`jnl`	Time-Varying Causal Treatment for Quantifying the Causal Effect of Short-Term Variations on Arctic Sea Ice Dynamics. CoRR Akila Sampath, Vandana P. Janeja, Jianwu Wang
2025	J	`jnl`	A Neuro-Symbolic GeoAI Framework for Extraction of Travel Routes From Unstructured Texts. Trans. GIS Saydeh N. Karabatis, Vandana P. Janeja, Zhiyuan Chen
2025	A*	`conf`	Advancing Climate Model Interpretability: Feature Attribution for Arctic Melt Anomalies. ICDM Tolulope Ale, Nicole-Jeanne Schlegel, Vandana P. Janeja
2025	J	`jnl`	Advancing climate model interpretability: Feature attribution for Arctic melt anomalies. CoRR Tolulope Ale, Nicole-Jeanne Schlegel, Vandana P. Janeja
2025	J	`jnl`	Anomaly Detection Using Graph Deviation Networks Within Spatiotemporal Neighborhoods: A Case Study in Greenland. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chhaya Kulkarni, Bayu Adhi Tama, Nicole-Jeanne Schlegel, Vandana P. Janeja
2025	J	`jnl`	Attention-Guided Deep Adversarial Temporal Subspace Clustering (A-DATSC) Model for multivariate spatiotemporal data. CoRR Francis Ndikum Nji, Vandana P. Janeja, Jianwu Wang
2025	J	`jnl`	B-TGAT: A Bi-directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data. CoRR Francis Ndikum Nji, Vandana P. Janeja, Jianwu Wang
2025	A	`conf`	Blue Sky: Expert-in-the-Loop Representation Learning Framework for Audio Anti-Spoofing: Multimodal, Multilingual, Multi-speaker, Multi-attack (4M) Scenarios. SDM Zahra Khanjani, Vandana P. Janeja, Christine Mallinson, Sanjay Purushotham
2025	J	`jnl`	Building Machine Learning Challenges for Anomaly Detection in Science. CoRR Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saúl Alonso-Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Y. Berger-Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C. Y. Hui, Phuong Cao, Franco Cerino, Yi-Chun Chang, Shivaji Chaulagain, An-Kai Chen, Deming Chen, Eric Chen, Chia-Jui Chou, Zih-Chen Ciou, Miles Cochran-Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier M. Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew J. Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Hünnefeld, David Hyde, Vandana P. Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo-Cheng Lai, Trung Le, Chi-Wei Lee, Janghyeon Lee, Shaocheng Lee, Suzan van der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen-Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem
2025	—	`conf`	Community Member and Scientific Queries for Climate Resilience: An Assessment of the LLM Landscape. ICDM (Workshops) Rhoda Nankabirwa, Vandana P. Janeja
2025	—	`conf`	DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. SIGSPATIAL/GIS Bayu Adhi Tama, Mansa Krishna, Homayra Alam, Mostafa Cham, Omar Faruque, Gong Cheng, Jianwu Wang, Mathieu Morlighem, Vandana P. Janeja
2025	—	`conf`	Engaging K-12 Learners in Data Annotation for AI Climate Models. SIGCSE (2) Michael MacFerrin, Edward Boyda, Kimberly Young, Josephine M. Namayanja, Aneesh Subramanian, Mohamed F. Mokbel, Lujie Karen Chen, Vandana P. Janeja
2025	J	`jnl`	IDRIFTNET: Physics-Driven Spatiotemporal Deep Learning for Iceberg Drift Forecasting. CoRR Rohan Putatunda, Sanjay Purushotham, Ratnaksha Lele, Vandana P. Janeja
2025	B	`conf`	Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data. IEEE Big Data Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, Vandana P. Janeja
2025	J	`jnl`	Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data. CoRR Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, Vandana P. Janeja
2025	J	`jnl`	Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals. CoRR Bayu Adhi Tama, Jianwu Wang, Vandana P. Janeja, Mostafa Cham
2025	—	`conf`	Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelf Melt in the Antarctic. SIGSPATIAL/GIS Maloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja
2025	J	`jnl`	Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic. CoRR Maloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja
2025	Misc	`conf`	MorphoLayerTrace (MLT): A Modified Automated Radio-Echo Sounding Englacial Layer-tracing Algorithm for Englacial Layer Annotation in Ice Penetrating Radar Data. SAC Bayu Adhi Tama, Sanjay Purushotham, Vandana P. Janeja
2025	—	`conf`	Physics-Guided Multi-Contextual Learning: Understanding the Surface and Subsurface Processes in Southeast Greenland. SIGSPATIAL/GIS Chhaya Kulkarni, Nicole-Jeanne Schlegel, Vandana P. Janeja
2025	—	`conf`	Predicting Antarctic Sea Ice with Scalable Deep Learning Models. ICDM (Workshops) Sai Vikas Amaraneni, Maloy Kumar Devnath, Shalini Srinivasa, Chhaya Kulkarni, Sudip Chakraborty, Vandana P. Janeja
2025	—	`conf`	Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs. ICDM (Workshops) Lisan Al Amin, Vandana P. Janeja
2025	J	`jnl`	Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs. CoRR Lisan Al Amin, Vandana P. Janeja
2025	—	`conf`	Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data [Experiment]. SIGSPATIAL/GIS Tolulope Ale, Ratnaksha Lele, Nicole-Jeanne Schlegel, Vandana P. Janeja
2025	—	`conf`	XCheck: A Consistency-Based Validation Framework for Englacial Layers Annotations. ICDM (Workshops) Muhammad Behroze Hassan, Bayu Adhi Tama, Sanjay Purushotham, Vandana P. Janeja
2024	J	`jnl`	A place for (socio)linguistics in audio deepfake detection and discernment: Opportunities for convergence and interdisciplinary collaboration. Lang. Linguistics Compass Christine Mallinson, Vandana P. Janeja, Chloe Evered, Zahra Khanjani, Lavon Davis, Noshaba Nasir Bhalli, Kifekachukwu Nwosu
2024	J	`jnl`	ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection. CoRR Zahra Khanjani, Christine Mallinson, James R. Foulds, Vandana P. Janeja
2024	—	`conf`	Adopting Foundational Data Science Curriculum with Diverse Institutional Contexts. SIGCSE (1) Vandana P. Janeja, Maria Sanchez, Yi Xuan Khoo, Claudia von Vacano, Lujie Karen Chen
2024	C	`conf`	Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. IGARSS Bayu Adhi Tama, Vandana P. Janeja, Sanjay Purushotham
2024	—	`conf`	CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice Extent. SIGSPATIAL/GIS Maloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja
2024	J	`jnl`	Creating Geospatial Trajectories from Human Trafficking Text Corpora. CoRR Saydeh N. Karabatis, Vandana P. Janeja
2024	—	`conf`	Deep Learning for Antarctic Sea Ice Anomaly Detection and Prediction: A Two-Module Framework. GeoAnomalies@SIGSPATIAL Maloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja
2024	J	`jnl`	Discovery of multi-domain spatiotemporal associations. GeoInformatica Prathamesh Walkikar, Lei Shi, Bayu Adhi Tama, Vandana P. Janeja
2024	C	`conf`	Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. IGARSS Tolulope Ale, Vandana P. Janeja, Nicole-Jeanne Schlegel
2024	J	`jnl`	Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. CoRR Tolulope Ale, Nicole-Jeanne Schlegel, Vandana P. Janeja
2024	B	`conf`	Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data. IEEE Big Data Francis Ndikum Nji, Omar Faruque, Mostafa Cham, Vandana P. Janeja, Jianwu Wang
2024	J	`jnl`	Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data. CoRR Francis Ndikum Nji, Omar Faruque, Mostafa Cham, Vandana P. Janeja, Jianwu Wang
2024	—	`conf`	Interactive Assessment of Variances of High-Resolution Model Features in Digital Twin Simulations. SIGSPATIAL/GIS Chhaya Kulkarni, Nikki Privé, Vandana P. Janeja
2024	J	`jnl`	Investigating Causal Cues: Strengthening Spoofed Audio Detection with Human-Discernible Linguistic Features. CoRR Zahra Khanjani, Tolulope Ale, Jianwu Wang, Lavon Davis, Christine Mallinson, Vandana P. Janeja
2024	J	`jnl`	Listening for Expert Identified Linguistic Features: Assessment of Audio Deepfake Discernment among Undergraduate Students. CoRR Noshaba Nasir Bhalli, Nehal Naqvi, Chloe Evered, Christine Mallinson, Vandana P. Janeja
2024	J	`jnl`	Narrative to Trajectory (N2T+): Extracting Routes of Life or Death from Human Trafficking Text Corpora. CoRR Saydeh N. Karabatis, Vandana P. Janeja
2024	—	`conf`	Physics-Informed Machine Learning for Sea Ice Thickness Prediction. ICKG Akila Sampath, Omar Faruque, Azim Khan, Vandana P. Janeja, Jianwu Wang
2024	C	`conf`	SEATTNET: UNET Enhanced with Squeeze-Excited Attention Gates for Ice-Calving Front Segmentation. ICMLA Rohan Putatunda, Sanjay Purushotham, Vandana P. Janeja
2024	J	`jnl`	Toward Transdisciplinary Approaches to Audio Deepfake Discernment. CoRR Vandana P. Janeja, Christine Mallinson
2023	C	`conf`	Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation. ISI Zahra Khanjani, Lavon Davis, Anna Tuz, Kifekachukwu Nwosu, Christine Mallinson, Vandana P. Janeja
2023	C	`conf`	Metrics for the Quality and Consistency of Ice Layer Annotations. IGARSS Naomi Tack, Bayu Adhi Tama, Atefeh Jebeli, Vandana P. Janeja, Don Engel, Rebecca M. Williams
2023	C	`conf`	Multi-Contextual Learning : Analyzing Melt Over the Greenland Ice Sheet. IGARSS Chhaya Kulkarni, Vandana P. Janeja, Nicole-Jeanne Schlegel
2023	C	`conf`	TSSA: Two-Step Semi-Supervised Annotation for Radargrams on the Greenland Ice Sheet. IGARSS Atefeh Jebeli, Bayu Adhi Tama, Vandana P. Janeja, Nicholas Holschuh, Claire Jensen, Mathieu Morlighem, Joseph A. MacGregor, Mark A. Fahnestock
2022	J	`jnl`	Audio deepfakes: A survey. Frontiers Big Data Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja
2022	C	`conf`	Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. IGARSS Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James R. Foulds, Vandana P. Janeja
2022	J	`jnl`	Density-Based Spatial Anomalous Window Discovery. Int. J. Data Warehous. Min. Prerna Mohod, Vandana P. Janeja
2021	J	`jnl`	Audio Deepfake Perceptions in College Going Populations. CoRR Gabrielle Watson, Zahra Khanjani, Vandana P. Janeja
2021	—	`ch.`	Discovery of Robust Distributions of COVID-19 Spread. Use of AI, Robotics, and Modern Tools to Fight Covid-19 Chhaya Kulkarni, Sandipan Dey, Vandana P. Janeja
2021	J	`jnl`	How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey. CoRR Zahra Khanjani, Gabrielle Watson, Vandana P. Janeja
2021	J	`jnl`	Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies. J. Cybersecur. Priv. Faisal Quader, Vandana P. Janeja
2020	J	`jnl`	Blockchains for Government: Use Cases and Challenges. Digit. Gov. Res. Pract. James R. Clavin, Sisi Duan, Haibin Zhang, Vandana P. Janeja, Karuna P. Joshi, Yelena Yesha, Lucy C. Erickson, Justin D. Li
2020	J	`jnl`	Data Science for Earth: An Earth Day Report. SIGKDD Explor. Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja
2020	J	`jnl`	Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis. Int. J. Data Warehous. Min. Vandana P. Janeja, Josephine M. Namayanja, Yelena Yesha, Anuja Kench, Vasundhara Misal
2020	J	`jnl`	IP Reputation Scoring with Geo-Contextual Feature Augmentation. ACM Trans. Manag. Inf. Syst. Henanksha Sainani, Josephine M. Namayanja, Guneeti Sharma, Vasundhara Misal, Vandana P. Janeja
2019	B	`conf`	Anomaly Detection: Under the [data] Hood in Smart Cars. SMARTCOMP Faisal Quader, Vandana P. Janeja
2019	J	`jnl`	Change Detection in Large Evolving Networks. Int. J. Data Warehous. Min. Josephine M. Namayanja, Vandana P. Janeja
2019	—	`conf`	Clinical Entities Association Rules (CLEAR): Untangling Clinical Notes in Electronic Health Records. BIBM Mohammad Alodadi, Vandana P. Janeja
2019	—	`conf`	DeepNet: A Deep Learning Architecture for Network-Based Anomaly Detection. OTM Workshops Javad Zabihi, Vandana P. Janeja
2019	—	`conf`	Linking Knowledge Discovery In Clinical Notes And Massive Biomedical Literature Repositories. BIBM Mohammad Alodadi, Vandana P. Janeja
2019	—	`conf`	Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity. HiPC Workshops Abu Zaher Md Faridee, Vandana P. Janeja
2018	J	`jnl`	Collaborative data mining for clinical trial analytics. Intell. Data Anal. Vandana P. Janeja, Jay Gholap, Prathamesh Walkikar, Yelena Yesha, Naphtali Rishe, Michael A. Grasso
2018	A	`conf`	Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective. SIGCSE Vandana P. Janeja, Abu Zaher Md Faridee, Aryya Gangopadhyay, Carolyn B. Seaman, Amy Everhart
2017	—	`ch.`	Homeland Security and Spatial Data Mining. Encyclopedia of GIS Vandana P. Janeja, Nabil R. Adam
2017	—	`ch.`	Linear-Shaped Scan Statistic. Encyclopedia of GIS Lei Shi, Vandana P. Janeja
2017	Misc	`conf`	MILES: multiclass imbalanced learning in ensembles through selective sampling. SAC Ali Azari, Vandana P. Janeja, Scott Levin
2017	—	`conf`	PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets. DASFAA (2) Prathamesh Walkikar, Vandana P. Janeja
2016	C	`conf`	Cybersecurity workforce development: A peer mentoring approach. ISI Vandana P. Janeja, Carolyn B. Seaman, Kerrie Kephart, Aryya Gangopadhyay, Amy Everhart
2016	—	`conf`	Iterative unified clustering in big data. IEEE BigData Vasundhara Misal, Vandana P. Janeja, Sai C. Pallaprolu, Yelena Yesha, Raghu Chintalapati
2016	—	`conf`	Label propagation in big data to detect remote access Trojans. IEEE BigData Sai C. Pallaprolu, Josephine M. Namayanja, Vandana P. Janeja, C. T. Sai Adithya
2015	—	`conf`	Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management. ICHI Anuja Kench, Vandana P. Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso, Amanda Niskar
2015	Misc	`conf`	Clinico-genomic Decision Support System for Precision Diagnostics and Management. AMIA Anuja Kench, Vandana P. Janeja, Amanda Niskar, Yelena Yesha, Naphtali Rishe
2015	—	`conf`	Collaborative data mining for clinical trial analytics. BIBM Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
2015	J	`jnl`	Context aware discovery in web data through anomaly detection. Int. J. Web Eng. Technol. Ruman Tambe, George Karabatis, Vandana P. Janeja
2015	—	`conf`	Imbalanced learning to predict long stay Emergency Department patients. BIBM Ali Azari, Vandana P. Janeja, Scott Levin
2015	—	`conf`	SQL-like big data environments: Case study in clinical trial analytics. IEEE BigData Akshay Grover, Jay Gholap, Vandana P. Janeja, Yelena Yesha, Raghu Chintalapati, Harsh Marwaha, Kunal Modi
2015	J	`jnl`	STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery. Knowl. Inf. Syst. Lei Shi, Aryya Gangopadhyay, Vandana P. Janeja
2015	—	`conf`	Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics. ICHI Mohammad Alodadi, Vandana P. Janeja
2015	—	`conf`	Unified framework for clinical data analytics (U-CDA). IEEE BigData Jay Gholap, Vandana P. Janeja, Yelena Yesha
2014	J	`jnl`	Human perspective to anomaly detection for cybersecurity. J. Intell. Inf. Syst. Song Chen, Vandana P. Janeja
2008	—	`ch.`	Semantics-Based Threat Structure Mining for Homeland Security. Digital Government Nabil R. Adam, Vandana P. Janeja, Aabhas V. Paliwal, Vijay Atluri, Soon Ae Chun, Jim Cooper, John Paczkowski, Christof Bornhövd, Joachim Schaper