PhysE-Inv: A Physics-Encoded Inverse Modeling approach for Arctic Snow Depth Prediction.

Vandana Pursnani Janeja Vandana P. Janeja University of Maryland, Baltimore, MD, USA https://userpages.umbc.edu/~vjaneja/ https://orcid.org/0000-0003-0130-6135

Akila Sampath Vandana P. Janeja Jianwu Wang 0001 PhysE-Inv: A Physics-Encoded Inverse Modeling approach for Arctic Snow Depth Prediction. 2026 January abs/2601.17074 CoRR https://doi.org/10.48550/arXiv.2601.17074 db/journals/corr/corr2601.html#abs-2601-17074 streams/journals/corr

Akila Sampath Vandana P. Janeja Jianwu Wang 0001 Time-Varying Causal Treatment for Quantifying the Causal Effect of Short-Term Variations on Arctic Sea Ice Dynamics. 2026 January abs/2601.17647 CoRR https://doi.org/10.48550/arXiv.2601.17647 db/journals/corr/corr2601.html#abs-2601-17647 streams/journals/corr

Alabi Ahmed Vandana P. Janeja Sanjay Purushotham Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study. 2026 February abs/2602.00295 CoRR https://doi.org/10.48550/arXiv.2602.00295 db/journals/corr/corr2602.html#abs-2602-00295 streams/journals/corr

Chhaya Kulkarni Bayu Adhi Tama Nicole-Jeanne Schlegel Vandana P. Janeja Anomaly Detection Using Graph Deviation Networks Within Spatiotemporal Neighborhoods: A Case Study in Greenland. 1362-1375 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3501092 db/journals/staeors/staeors18.html#KulkarniTSJ25 streams/journals/staeors

Saydeh N. Karabatis Vandana P. Janeja Zhiyuan Chen A Neuro-Symbolic GeoAI Framework for Extraction of Travel Routes From Unstructured Texts. 2025 29 Trans. GIS 7 https://doi.org/10.1111/tgis.70130 db/journals/tgis/tgis29.html#KarabatisJC25 streams/journals/tgis

Bayu Adhi Tama Homayra Alam Mostafa Cham Omar Faruque Jianwu Wang 0001 Vandana P. Janeja Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data. 2483-2491 2025 IEEE Big Data https://doi.org/10.1109/BigData66926.2025.11400971 conf/bigdataconf/2025 db/conf/bigdataconf/bigdataconf2025.html#TamaACF0J25 Maloy Kumar Devnath Sudip Chakraborty Vandana P. Janeja Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelf Melt in the Antarctic. 261-264 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3762731 conf/gis/2025 db/conf/gis/gis2025.html#DevnathCJ25 Tolulope Ale Ratnaksha Lele Nicole-Jeanne Schlegel Vandana P. Janeja Uncertainty-Aware Anomaly Detection in Spatiotemporal Climate Data [Experiment]. 374-377 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3762747 conf/gis/2025 db/conf/gis/gis2025.html#AleLSJ25 Bayu Adhi Tama Mansa Krishna Homayra Alam Mostafa Cham Omar Faruque Gong Cheng 0004 Jianwu Wang 0001 Mathieu Morlighem Vandana P. Janeja DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. 943-954 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3764162 conf/gis/2025 db/conf/gis/gis2025.html#TamaKACFC0MJ25 Chhaya Kulkarni Nicole-Jeanne Schlegel Vandana P. Janeja Physics-Guided Multi-Contextual Learning: Understanding the Surface and Subsurface Processes in Southeast Greenland. 955-958 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3764163 conf/gis/2025 db/conf/gis/gis2025.html#KulkarniSJ25 Tolulope Ale Nicole-Jeanne Schlegel Vandana P. Janeja Advancing Climate Model Interpretability: Feature Attribution for Arctic Melt Anomalies. ICDM 2025 21-30 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00009 db/conf/icdm/icdm2025.html#AleSJ25 streams/conf/icdm Muhammad Behroze Hassan Bayu Adhi Tama Sanjay Purushotham Vandana P. Janeja XCheck: A Consistency-Based Validation Framework for Englacial Layers Annotations. ICDM (Workshops) 2025 76-85 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00015 db/conf/icdm/icdm2025w.html#HassanTPJ25 streams/conf/icdm Rhoda Nankabirwa Vandana P. Janeja Community Member and Scientific Queries for Climate Resilience: An Assessment of the LLM Landscape. ICDM (Workshops) 2025 576-585 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00071 db/conf/icdm/icdm2025w.html#NankabirwaJ25 streams/conf/icdm Alabi Ahmed Vandana Pursnani Janeja Sanjay Purushotham Multi-Speaker Conversational Audio Deepfake: Taxonomy, Dataset and Pilot Study. ICDM (Workshops) 2025 1373-1378 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00163 db/conf/icdm/icdm2025w.html#AhmedJP25 streams/conf/icdm Lisan Al Amin Vandana P. Janeja Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs. ICDM (Workshops) 2025 1395-1403 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00166 db/conf/icdm/icdm2025w.html#AminJ25 streams/conf/icdm Sai Vikas Amaraneni Maloy Kumar Devnath Shalini Srinivasa Chhaya Kulkarni Sudip Chakraborty Vandana P. Janeja Predicting Antarctic Sea Ice with Scalable Deep Learning Models. ICDM (Workshops) 2025 2199-2206 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00268 db/conf/icdm/icdm2025w.html#AmaraneniDSKCJ25 streams/conf/icdm Bayu Adhi Tama Sanjay Purushotham Vandana P. Janeja MorphoLayerTrace (MLT): A Modified Automated Radio-Echo Sounding Englacial Layer-tracing Algorithm for Englacial Layer Annotation in Ice Penetrating Radar Data. 605-612 2025 SAC https://doi.org/10.1145/3672608.3707935 conf/sac/2025 db/conf/sac/sac2025.html#TamaPJ25 Zahra Khanjani Vandana P. Janeja Christine Mallinson Sanjay Purushotham Blue Sky: Expert-in-the-Loop Representation Learning Framework for Audio Anti-Spoofing: Multimodal, Multilingual, Multi-speaker, Multi-attack (4M) Scenarios. 327-330 2025 SDM https://doi.org/10.1137/1.9781611978520.32 conf/sdm/2025 db/conf/sdm/sdm2025.html#KhanjaniJMP25 Michael MacFerrin Edward Boyda Kimberly Young Josephine M. Namayanja Aneesh Subramanian Mohamed F. Mokbel Lujie Karen Chen Vandana P. Janeja Engaging K-12 Learners in Data Annotation for AI Climate Models. 1529-1530 2025 SIGCSE (2) https://doi.org/10.1145/3641555.3705173 conf/sigcse/2025-2 db/conf/sigcse/sigcse2025-2.html#MacFerrinBYNSMC25 Vandana P. Janeja Josephine M. Namayanja Mohamed F. Mokbel Mathieu Morlighem Shashi Shekhar 0001 Aneesh Subramanian Jianwu Wang 0001 Proceedings of the 1st ACM SIGSPATIAL International Workshop on Polar Data Science, PoIDS 2025, Minneapolis, MN, USA, November 3-6, 2025 PoIDS ACM 2025 979-8-4007-2185-4 https://doi.org/10.1145/3764922 db/conf/poids/poids2025.html

Tolulope Ale Nicole-Jeanne Schlegel Vandana P. Janeja Advancing climate model interpretability: Feature attribution for Arctic melt anomalies. 2025 February abs/2502.07741 CoRR https://doi.org/10.48550/arXiv.2502.07741 db/journals/corr/corr2502.html#abs-2502-07741 streams/journals/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 0003 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 0001 Vandana P. Janeja Nattapon Jaroenchai Haoyi Jia Yunfan Kang Maksim Kholiavchenko Elham E Khoda Sangin Kim Aditya Kumar Bo-Cheng Lai Trung Le 0002 Chi-Wei Lee JangHyeon Lee Shaocheng Lee Suzan van der Lee Charles Lewis Haitong Li Haoyang Li 0019 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 Building Machine Learning Challenges for Anomaly Detection in Science. 2025 March abs/2503.02112 CoRR https://doi.org/10.48550/arXiv.2503.02112 db/journals/corr/corr2503.html#abs-2503-02112 streams/journals/corr

Bayu Adhi Tama Mansa Krishna Homayra Alam Mostafa Cham Omar Faruque Gong Cheng 0004 Jianwu Wang 0001 Mathieu Morlighem Vandana Pursnani Janeja DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets. 2025 May abs/2505.23980 CoRR https://doi.org/10.48550/arXiv.2505.23980 db/journals/corr/corr2505.html#abs-2505-23980 streams/journals/corr

Rohan Putatunda Sanjay Purushotham Ratnaksha Lele Vandana P. Janeja IDRIFTNET: Physics-Driven Spatiotemporal Deep Learning for Iceberg Drift Forecasting. 2025 July abs/2507.00036 CoRR https://doi.org/10.48550/arXiv.2507.00036 db/journals/corr/corr2507.html#abs-2507-00036 streams/journals/corr

Maloy Kumar Devnath Sudip Chakraborty Vandana P. Janeja Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic. 2025 July abs/2507.07036 CoRR https://doi.org/10.48550/arXiv.2507.07036 db/journals/corr/corr2507.html#abs-2507-07036 streams/journals/corr

Bayu Adhi Tama Homayra Alam Mostafa Cham Omar Faruque Jianwu Wang 0001 Vandana P. Janeja Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data. 2025 September abs/2509.08571 CoRR https://doi.org/10.48550/arXiv.2509.08571 db/journals/corr/corr2509.html#abs-2509-08571 streams/journals/corr

Francis Ndikum Nji Vandana P. Janeja Jianwu Wang 0001 B-TGAT: A Bi-directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data. 2025 September abs/2509.13202 CoRR https://doi.org/10.48550/arXiv.2509.13202 db/journals/corr/corr2509.html#abs-2509-13202 streams/journals/corr

Francis Ndikum Nji Vandana P. Janeja Jianwu Wang 0001 Attention-Guided Deep Adversarial Temporal Subspace Clustering (A-DATSC) Model for multivariate spatiotemporal data. 2025 October abs/2510.18004 CoRR https://doi.org/10.48550/arXiv.2510.18004 db/journals/corr/corr2510.html#abs-2510-18004 streams/journals/corr

Bayu Adhi Tama Jianwu Wang 0001 Vandana P. Janeja Mostafa Cham Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals. 2025 November abs/2511.14473 CoRR https://doi.org/10.48550/arXiv.2511.14473 db/journals/corr/corr2511.html#abs-2511-14473 streams/journals/corr

Lisan Al Amin Vandana P. Janeja Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs. 2025 December abs/2512.18797 CoRR https://doi.org/10.48550/arXiv.2512.18797 db/journals/corr/corr2512.html#abs-2512-18797 streams/journals/corr

Prathamesh Walkikar Lei Shi Bayu Adhi Tama Vandana P. Janeja Discovery of multi-domain spatiotemporal associations. 353-379 2024 July 28 GeoInformatica 3 https://doi.org/10.1007/s10707-023-00506-4 db/journals/geoinformatica/geoinformatica28.html#WalkikarSTJ24

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. 2024 September/October 18 Lang. Linguistics Compass 5 https://doi.org/10.1111/lnc3.12527 db/journals/llc/llc18.html#MallinsonJEKDBN24 streams/journals/llc

Francis Ndikum Nji Omar Faruque Mostafa Cham Vandana P. Janeja Jianwu Wang 0001 Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data. 4374-4383 2024 IEEE Big Data https://doi.org/10.1109/BigData62323.2024.10825871 conf/bigdataconf/2024 db/conf/bigdataconf/bigdataconf2024.html#NjiFCV024 Maloy Kumar Devnath Sudip Chakraborty Vandana P. Janeja Deep Learning for Antarctic Sea Ice Anomaly Detection and Prediction: A Two-Module Framework. 90-93 2024 GeoAnomalies@SIGSPATIAL https://doi.org/10.1145/3681765.3698457 conf/geoanomalies/2024 db/conf/geoanomalies/geoanomalies2024.html#DevnathCJ24 Maloy Kumar Devnath Sudip Chakraborty Vandana P. Janeja CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice Extent. 282-292 2024 SIGSPATIAL/GIS https://doi.org/10.1145/3678717.3691280 conf/gis/2024 db/conf/gis/gis2024.html#DevnathCJ24 Chhaya Kulkarni Nikki Privé Vandana P. Janeja Interactive Assessment of Variances of High-Resolution Model Features in Digital Twin Simulations. 685-688 2024 SIGSPATIAL/GIS https://doi.org/10.1145/3678717.3691302 conf/gis/2024 db/conf/gis/gis2024.html#KulkarniPJ24 Akila Sampath Omar Faruque Azim Khan Vandana P. Janeja Jianwu Wang 0001 Physics-Informed Machine Learning for Sea Ice Thickness Prediction. 325-333 2024 ICKG https://doi.org/10.1109/ICKG63256.2024.00048 conf/icbk/2024 db/conf/icbk/ickg2024.html#SampathFKJ024 Rohan Putatunda Sanjay Purushotham Vandana P. Janeja SEATTNET: UNET Enhanced with Squeeze-Excited Attention Gates for Ice-Calving Front Segmentation. 575-582 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00084 conf/icmla/2024 db/conf/icmla/icmla2024.html#PutatundaPJ24 streams/conf/icmla Bayu Adhi Tama Vandana P. Janeja Sanjay Purushotham Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. 7572-7575 2024 IGARSS https://doi.org/10.1109/IGARSS53475.2024.10641691 conf/igarss/2024 db/conf/igarss/igarss2024.html#TamaJP24 streams/conf/igarss Tolulope Ale Vandana P. Janeja Nicole-Jeanne Schlegel Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. 8692-8696 2024 IGARSS https://doi.org/10.1109/IGARSS53475.2024.10640794 conf/igarss/2024 db/conf/igarss/igarss2024.html#AleJS24 streams/conf/igarss Vandana P. Janeja Maria Sanchez Yi Xuan Khoo Claudia von Vacano Lujie Karen Chen Adopting Foundational Data Science Curriculum with Diverse Institutional Contexts. 576-582 2024 SIGCSE (1) https://doi.org/10.1145/3626252.3630771 conf/sigcse/2024-1 db/conf/sigcse/sigcse2024-1.html#JanejaSKVC24 Noshaba Nasir Bhalli Vandana Pursnani Janeja David Harding Effects of Prior Academic Experience in Introductory Level Data Science Course. 1576-1577 2024 SIGCSE (2) https://doi.org/10.1145/3626253.3635505 conf/sigcse/2024-2 db/conf/sigcse/sigcse2024-2.html#BhalliJH24

Saydeh N. Karabatis Vandana P. Janeja Narrative to Trajectory (N2T+): Extracting Routes of Life or Death from Human Trafficking Text Corpora. 2024 abs/2405.06129 CoRR https://doi.org/10.48550/arXiv.2405.06129 db/journals/corr/corr2405.html#abs-2405-06129

Saydeh N. Karabatis Vandana P. Janeja Creating Geospatial Trajectories from Human Trafficking Text Corpora. 2024 abs/2405.06130 CoRR https://doi.org/10.48550/arXiv.2405.06130 db/journals/corr/corr2405.html#abs-2405-06130

Bayu Adhi Tama Vandana Pursnani Janeja Sanjay Purushotham Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. 2024 abs/2407.09535 CoRR https://doi.org/10.48550/arXiv.2407.09535 db/journals/corr/corr2407.html#abs-2407-09535 streams/journals/corr

Tolulope Ale Nicole-Jeanne Schlegel Vandana P. Janeja Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. 2024 abs/2407.10042 CoRR https://doi.org/10.48550/arXiv.2407.10042 db/journals/corr/corr2407.html#abs-2407-10042 streams/journals/corr

Zahra Khanjani Tolulope Ale Jianwu Wang 0001 Lavon Davis Christine Mallinson Vandana P. Janeja Investigating Causal Cues: Strengthening Spoofed Audio Detection with Human-Discernible Linguistic Features. 2024 abs/2409.06033 CoRR https://doi.org/10.48550/arXiv.2409.06033 db/journals/corr/corr2409.html#abs-2409-06033 streams/journals/corr

Francis Ndikum Nji Omar Faruque Mostafa Cham Vandana P. Janeja Jianwu Wang 0001 Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data. 2024 abs/2409.12590 CoRR https://doi.org/10.48550/arXiv.2409.12590 db/journals/corr/corr2409.html#abs-2409-12590 streams/journals/corr

Zahra Khanjani Christine Mallinson James R. Foulds Vandana P. Janeja ALDAS: Audio-Linguistic Data Augmentation for Spoofed Audio Detection. 2024 abs/2410.15577 CoRR https://doi.org/10.48550/arXiv.2410.15577 db/journals/corr/corr2410.html#abs-2410-15577 streams/journals/corr

Vandana P. Janeja Christine Mallinson Toward Transdisciplinary Approaches to Audio Deepfake Discernment. 2024 abs/2411.05969 CoRR https://doi.org/10.48550/arXiv.2411.05969 db/journals/corr/corr2411.html#abs-2411-05969 streams/journals/corr

Noshaba Nasir Bhalli Nehal Naqvi Chloe Evered Christine Mallinson Vandana P. Janeja Listening for Expert Identified Linguistic Features: Assessment of Audio Deepfake Discernment among Undergraduate Students. 2024 abs/2411.14586 CoRR https://doi.org/10.48550/arXiv.2411.14586 db/journals/corr/corr2411.html#abs-2411-14586 streams/journals/corr

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. 56-59 2023 IGARSS https://doi.org/10.1109/IGARSS52108.2023.10282880 conf/igarss/2023 db/conf/igarss/igarss2023.html#JebeliTJHJMMF23 Naomi Tack Bayu Adhi Tama Atefeh Jebeli Vandana P. Janeja Don Engel Rebecca M. Williams Metrics for the Quality and Consistency of Ice Layer Annotations. 4935-4938 2023 IGARSS https://doi.org/10.1109/IGARSS52108.2023.10283420 conf/igarss/2023 db/conf/igarss/igarss2023.html#TackTJJEW23 Chhaya Kulkarni Vandana P. Janeja Nicole-Jeanne Schlegel Multi-Contextual Learning : Analyzing Melt Over the Greenland Ice Sheet. 6736-6739 2023 IGARSS https://doi.org/10.1109/IGARSS52108.2023.10281954 conf/igarss/2023 db/conf/igarss/igarss2023.html#KulkarniJS23 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. 1-6 2023 ISI https://doi.org/10.1109/ISI58743.2023.10297267 conf/isi/2023 db/conf/isi/isi2023.html#KhanjaniDTNMJ23

Zahra Khanjani Gabrielle Watson Vandana P. Janeja Audio deepfakes: A survey. 2022 5 Frontiers Big Data https://doi.org/10.3389/fdata.2022.1001063 db/journals/fdata/fdata5.html#KhanjaniWJ22

Prerna Mohod Vandana P. Janeja Density-Based Spatial Anomalous Window Discovery. 1-23 2022 18 Int. J. Data Warehous. Min. 1 https://doi.org/10.4018/ijdwm.299015 db/journals/jdwm/jdwm18.html#MohodJ22

Sahara Ali Seraj Al Mahmud Mostafa Xingyan Li Sara Khanjani Jianwu Wang 0001 James R. Foulds Vandana P. Janeja Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. 4654-4657 2022 IGARSS https://doi.org/10.1109/IGARSS46834.2022.9883505 conf/igarss/2022 db/conf/igarss/igarss2022.html#AliMLK0FJ22

Faisal Quader Vandana P. Janeja Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies. 638-659 2021 November 1 J. Cybersecur. Priv. 4 https://doi.org/10.3390/jcp1040032 db/journals/jocsap/jocsap1.html#QuaderJ21

Chhaya Kulkarni Sandipan Dey Vandana P. Janeja Discovery of Robust Distributions of COVID-19 Spread. 89-110 2021 Use of AI, Robotics, and Modern Tools to Fight Covid-19 https://ieeexplore.ieee.org/document/9446695 books/others/21/JSWR2021 db/books/collections/JSWR2021.html#KulkarniDJ21

Zahra Khanjani Gabrielle Watson Vandana P. Janeja How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey. 2021 abs/2111.14203 CoRR https://arxiv.org/abs/2111.14203 db/journals/corr/corr2111.html#abs-2111-14203

Gabrielle Watson Zahra Khanjani Vandana P. Janeja Audio Deepfake Perceptions in College Going Populations. 2021 abs/2112.03351 CoRR https://arxiv.org/abs/2112.03351 db/journals/corr/corr2112.html#abs-2112-03351

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. 22:1-22:21 2020 1 Digit. Gov. Res. Pract. 3 https://doi.org/10.1145/3427097 https://www.wikidata.org/entity/Q122945829 db/journals/dgov/dgov1.html#ClavinDZJJYEL20

Vandana P. Janeja Josephine M. Namayanja Yelena Yesha Anuja Kench Vasundhara Misal Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis. 63-83 2020 16 Int. J. Data Warehous. Min. 4 https://doi.org/10.4018/IJDWM.2020100104 db/journals/jdwm/jdwm16.html#JanejaNYKM20

Emre Eftelioglu Shashi Shekhar 0001 James Hodson 0003 Lucas Joppa Chaitanya K. Baru Vandana P. Janeja Data Science for Earth: An Earth Day Report. 4-7 2020 22 SIGKDD Explor. 1 https://doi.org/10.1145/3400051.3400055 https://www.wikidata.org/entity/Q130904315 db/journals/sigkdd/sigkdd22.html#EfteliogluSHJBJ20

Henanksha Sainani Josephine M. Namayanja Guneeti Sharma Vasundhara Misal Vandana P. Janeja IP Reputation Scoring with Geo-Contextual Feature Augmentation. 26:1-26:29 2020 11 ACM Trans. Manag. Inf. Syst. 4 https://doi.org/10.1145/3419373 db/journals/tmis/tmis11.html#SainaniNSMJ20

Josephine M. Namayanja Vandana P. Janeja Change Detection in Large Evolving Networks. 62-79 2019 15 Int. J. Data Warehous. Min. 2 https://doi.org/10.4018/IJDWM.2019040104 https://www.wikidata.org/entity/Q128177476 db/journals/jdwm/jdwm15.html#NamayanjaJ19

Mohammad Alodadi Vandana P. Janeja Linking Knowledge Discovery In Clinical Notes And Massive Biomedical Literature Repositories. 1174-1176 2019 BIBM https://doi.org/10.1109/BIBM47256.2019.8983242 conf/bibm/2019 db/conf/bibm/bibm2019.html#AlodadiJ19 Mohammad Alodadi Vandana P. Janeja Clinical Entities Association Rules (CLEAR): Untangling Clinical Notes in Electronic Health Records. 2620-2627 2019 BIBM https://doi.org/10.1109/BIBM47256.2019.8983140 conf/bibm/2019 db/conf/bibm/bibm2019.html#AlodadiJ19a Abu Zaher Md Faridee Vandana P. Janeja Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity. 71-77 2019 HiPC Workshops https://doi.org/10.1109/HiPCW.2019.00024 https://www.wikidata.org/entity/Q86372174 conf/hipc/2019w db/conf/hipc/hipc2019w.html#FarideeJ19 Javad Zabihi Vandana P. Janeja DeepNet: A Deep Learning Architecture for Network-Based Anomaly Detection. 229-238 2019 OTM Workshops https://doi.org/10.1007/978-3-030-40907-4_25 conf/otm/2019w db/conf/otm/otm2019w.html#ZabihiJ19 Faisal Quader Vandana P. Janeja Anomaly Detection: Under the [data] Hood in Smart Cars. 126-131 2019 SMARTCOMP https://doi.org/10.1109/SMARTCOMP.2019.00041 conf/smartcomp/2019 db/conf/smartcomp/smartcomp2019.html#QuaderJ19

Vandana P. Janeja Jay Gholap Prathamesh Walkikar Yelena Yesha Naphtali Rishe Michael A. Grasso Collaborative data mining for clinical trial analytics. 491-513 2018 22 Intell. Data Anal. 3 https://doi.org/10.3233/IDA-173440 https://www.wikidata.org/entity/Q129836953 db/journals/ida/ida22.html#JanejaGWYRG18

Vandana P. Janeja Abu Zaher Md Faridee Aryya Gangopadhyay Carolyn B. Seaman Amy Everhart Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective. 384-389 2018 SIGCSE https://doi.org/10.1145/3159450.3159563 conf/sigcse/2018 db/conf/sigcse/sigcse2018.html#JanejaFGSE18 Prathamesh Walkikar Vandana P. Janeja PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets. 672-676 2017 DASFAA (2) https://doi.org/10.1007/978-3-319-55699-4_44 conf/dasfaa/2017-2 db/conf/dasfaa/dasfaa2017-2.html#WalkikarJ17 Ali Azari Vandana P. Janeja Scott Levin MILES: multiclass imbalanced learning in ensembles through selective sampling. 811-816 2017 SAC https://doi.org/10.1145/3019612.3019667 conf/sac/2017 db/conf/sac/sac2017.html#AzariJL17 Vandana P. Janeja Nabil R. Adam Homeland Security and Spatial Data Mining. 859-866 2017 Encyclopedia of GIS https://doi.org/10.1007/978-3-319-17885-1_568 reference/gis/2017 db/reference/gis/gis2017.html#JanejaA17 Lei Shi Vandana P. Janeja Linear-Shaped Scan Statistic. 1123-1129 2017 Encyclopedia of GIS https://doi.org/10.1007/978-3-319-17885-1_1545 reference/gis/2017 db/reference/gis/gis2017.html#ShiJ17 Vasundhara Misal Vandana P. Janeja Sai C. Pallaprolu Yelena Yesha Raghu Chintalapati Iterative unified clustering in big data. 3412-3421 2016 IEEE BigData https://doi.org/10.1109/BigData.2016.7841002 conf/bigdataconf/2016 db/conf/bigdataconf/bigdataconf2016.html#MisalJPYC16 Sai C. Pallaprolu Josephine M. Namayanja Vandana P. Janeja C. T. Sai Adithya Label propagation in big data to detect remote access Trojans. 3539-3547 2016 IEEE BigData https://doi.org/10.1109/BigData.2016.7841017 conf/bigdataconf/2016 db/conf/bigdataconf/bigdataconf2016.html#PallaproluNJA16 Vandana P. Janeja Carolyn B. Seaman Kerrie Kephart Aryya Gangopadhyay Amy Everhart Cybersecurity workforce development: A peer mentoring approach. 267-272 2016 ISI https://doi.org/10.1109/ISI.2016.7745487 conf/isi/2016 db/conf/isi/isi2016.html#JanejaSKGE16

Ruman Tambe George Karabatis Vandana P. Janeja Context aware discovery in web data through anomaly detection. 3-30 2015 10 Int. J. Web Eng. Technol. 1 https://doi.org/10.1504/IJWET.2015.069348 db/journals/ijwet/ijwet10.html#TambeKJ15

Lei Shi Aryya Gangopadhyay Vandana P. Janeja STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery. 333-353 2015 43 Knowl. Inf. Syst. 2 https://doi.org/10.1007/s10115-014-0733-3 db/journals/kais/kais43.html#ShiGJ15

Anuja Kench Vandana P. Janeja Amanda Niskar Yelena Yesha Naphtali Rishe Clinico-genomic Decision Support System for Precision Diagnostics and Management. 2015 AMIA https://knowledge.amia.org/59310-amia-1.2741865/t005-1.2744350/f005-1.2744351/2245964-1.2745064/2247629-1.2745061 conf/amia/2015 db/conf/amia/amia2015.html#KenchJNYR15 Ali Azari Vandana P. Janeja Scott Levin Imbalanced learning to predict long stay Emergency Department patients. 807-814 2015 BIBM https://doi.org/10.1109/BIBM.2015.7359790 https://doi.ieeecomputersociety.org/10.1109/BIBM.2015.7359790 conf/bibm/2015 db/conf/bibm/bibm2015.html#AzariJL15 Jay Gholap Vandana P. Janeja Yelena Yesha Raghu Chintalapati Harsh Marwaha Kunal Modi Collaborative data mining for clinical trial analytics. 1063-1069 2015 BIBM https://doi.org/10.1109/BIBM.2015.7359829 https://doi.ieeecomputersociety.org/10.1109/BIBM.2015.7359829 conf/bibm/2015 db/conf/bibm/bibm2015.html#GholapJYCMM15 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. 2680-2689 2015 IEEE BigData https://doi.org/10.1109/BigData.2015.7364068 conf/bigdataconf/2015 db/conf/bigdataconf/bigdataconf2015.html#GroverGJYCMM15 Jay Gholap Vandana P. Janeja Yelena Yesha Unified framework for clinical data analytics (U-CDA). 2939-2941 2015 IEEE BigData https://doi.org/10.1109/BigData.2015.7364129 https://doi.ieeecomputersociety.org/10.1109/BigData.2015.7364129 conf/bigdataconf/2015 db/conf/bigdataconf/bigdataconf2015.html#GholapJY15 Yuanyuan Feng Vandana Pursnani Janeja Yelena Yesha Naphtali Rishe Michael A. Grasso Amanda Niskar Poster: Classifying primary outcomes in rheumatoid arthritis: Knowledge discovery from clinical trial metadata. 1-2 2015 ICCABS https://doi.org/10.1109/ICCABS.2015.7344722 https://doi.ieeecomputersociety.org/10.1109/ICCABS.2015.7344722 conf/iccabs/2015 db/conf/iccabs/iccabs2015.html#FengJYRGN15 Anuja Kench Vandana P. Janeja Yelena Yesha Naphtali Rishe Michael A. Grasso Amanda Niskar Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management. 263-271 2015 ICHI https://doi.org/10.1109/ICHI.2015.38 https://doi.ieeecomputersociety.org/10.1109/ICHI.2015.38 conf/ichi/2015 db/conf/ichi/ichi2015.html#KenchJYRGN15 Mohammad Alodadi Vandana P. Janeja Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics. 521-522 2015 ICHI https://doi.org/10.1109/ICHI.2015.99 https://doi.ieeecomputersociety.org/10.1109/ICHI.2015.99 conf/ichi/2015 db/conf/ichi/ichi2015.html#AlodadiJ15 Faisal Quader Vandana Pursnani Janeja Justin Stauffer Persistent threat pattern discovery. 179-181 2015 ISI https://doi.org/10.1109/ISI.2015.7165967 conf/isi/2015 db/conf/isi/isi2015.html#QuaderJS15 Josephine M. Namayanja Vandana Pursnani Janeja Change detection in evolving computer networks: Changes in densification and diameter over time. 185-187 2015 ISI https://doi.org/10.1109/ISI.2015.7165969 conf/isi/2015 db/conf/isi/isi2015.html#NamayanjaJ15

Michael P. McGuire Vandana Pursnani Janeja Aryya Gangopadhyay Mining trajectories of moving dynamic spatio-temporal regions in sensor datasets. 961-1003 2014 28 Data Min. Knowl. Discov. 4 https://doi.org/10.1007/s10618-013-0324-z db/journals/datamine/datamine28.html#McGuireJG14

Sandipan Dey Vandana Pursnani Janeja Aryya Gangopadhyay Discovery of temporal neighborhoods through discretization methods. 609-636 2014 18 Intell. Data Anal. 4 https://doi.org/10.3233/IDA-140660 https://www.wikidata.org/entity/Q129070157 db/journals/ida/ida18.html#DeyJG14

Song Chen Vandana P. Janeja Human perspective to anomaly detection for cybersecurity. 133-153 2014 42 J. Intell. Inf. Syst. 1 https://doi.org/10.1007/s10844-013-0266-3 db/journals/jiis/jiis42.html#ChenJ14

Vandana Pursnani Janeja Ali Azari Josephine M. Namayanja Brian Heilig B-dids: Mining anomalies in a Big-distributed Intrusion Detection System. 32-34 2014 IEEE BigData https://doi.org/10.1109/BigData.2014.7004484 conf/bigdataconf/2014 db/conf/bigdataconf/bigdataconf2014.html#JanejaANH14 Josephine M. Namayanja Vandana Pursnani Janeja Change detection in temporally evolving computer networks: A big data framework. 54-61 2014 IEEE BigData https://doi.org/10.1109/BigData.2014.7004372 conf/bigdataconf/2014 db/conf/bigdataconf/bigdataconf2014.html#NamayanjaJ14 Yelena Yesha Vandana Pursnani Janeja Naphtali Rishe Yaacov Yesha Personalized Decision Support System to Enhance Evidence Based Medicine through Big Data Analytics. 376 2014 ICHI https://doi.org/10.1109/ICHI.2014.71 https://doi.ieeecomputersociety.org/10.1109/ICHI.2014.71 conf/ichi/2014 db/conf/ichi/ichi2014.html#YeshaJRY14

Lei Shi Vandana Pursnani Janeja Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS). 28-55 2013 9 Int. J. Data Warehous. Min. 1 https://doi.org/10.4018/jdwm.2013010102 db/journals/jdwm/ijdwm9.html#ShiJ13

Michael P. McGuire Vandana Pursnani Janeja Aryya Gangopadhyay Mining sensor datasets with spatiotemporal neighborhoods. 1-42 2013 6 J. Spatial Inf. Sci. 1 https://doi.org/10.5311/JOSIS.2013.6.94 db/journals/josis/josis6.html#McGuireJG13

Vandana Pursnani Janeja Revathi Palanisamy Multi-domain anomaly detection in spatial datasets. 749-788 2013 36 Knowl. Inf. Syst. 3 https://doi.org/10.1007/s10115-012-0534-5 db/journals/kais/kais36.html#JanejaP13

Josephine M. Namayanja Vandana Pursnani Janeja Discovery of persistent threat structures through temporal and geo-spatial characterization in evolving networks. 191-196 2013 ISI https://doi.org/10.1109/ISI.2013.6578817 conf/isi/2013 db/conf/isi/isi2013.html#NamayanjaJ13

Ali Azari Vandana Pursnani Janeja Alex Mohseni Healthcare Data Mining: Predicting Hospital Length of Stay (PHLOS). 44-66 2012 3 Int. J. Knowl. Discov. Bioinform. 3 https://doi.org/10.4018/jkdb.2012070103 db/journals/ijkdb/ijkdb3.html#AzariJM12

Michael P. McGuire Aryya Gangopadhyay Vandana Pursnani Janeja Exploring multivariate spatio-temporal change in climate data using image analysis techniques. 13 2012 COM.Geo https://doi.org/10.1145/2345316.2345333 conf/comgeo/2012 db/conf/comgeo/comgeo2012.html#McGuireGJ12 Yanan Sun Vandana Pursnani Janeja Michael P. McGuire Aryya Gangopadhyay TNeT: Tensor-Based Neighborhood Discovery in Traffic Networks. 331-336 2012 ICDE Workshops https://doi.org/10.1109/ICDEW.2012.72 https://doi.ieeecomputersociety.org/10.1109/ICDEW.2012.72 conf/icde/2012w db/conf/icde/icdew2012.html#SunJMG12 Ali Azari Vandana Pursnani Janeja Alex Mohseni Predicting Hospital Length of Stay (PHLOS): A Multi-tiered Data Mining Approach. 17-24 2012 ICDM Workshops https://doi.org/10.1109/ICDMW.2012.69 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2012.69 conf/icdm/2012w db/conf/icdm/icdmw2012.html#AzariJM12

Josephine M. Namayanja Vandana Pursnani Janeja Subspace Discovery for Disease Management: A Case Study in Metabolic Syndrome. 38-59 2011 2 Int. J. Comput. Model. Algorithms Medicine 1 https://doi.org/10.4018/jcmam.2011010103 db/journals/ijcmam/ijcmam2.html#NamayanjaJ11

David M. Lewis Vandana Pursnani Janeja An Empirical Evaluation of Similarity Coefficients for Binary Valued Data. 44-66 2011 7 Int. J. Data Warehous. Min. 2 https://doi.org/10.4018/jdwm.2011040103 db/journals/jdwm/ijdwm7.html#LewisJ11

Vandana Pursnani Janeja Aryya Gangopadhyay Seyed H. Mohammadi Revathi Palanisamy Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics. 276-300 2011 4 Stat. Anal. Data Min. 3 https://doi.org/10.1002/sam.10122 db/journals/sadm/sadm4.html#JanejaGMP11

Lei Shi Vandana Pursnani Janeja Anomalous Window Discovery for Linear Intersecting Paths. 1857-1871 2011 23 IEEE Trans. Knowl. Data Eng. 12 https://doi.org/10.1109/TKDE.2010.212 http://doi.ieeecomputersociety.org/10.1109/TKDE.2010.212 db/journals/tkde/tkde23.html#ShiJ11

Michael P. McGuire Vandana Pursnani Janeja Aryya Gangopadhyay Characterizing sensor datasets with multi-granular spatio-temporal intervals. 449-452 2011 GIS https://doi.org/10.1145/2093973.2094045 conf/gis/2011 db/conf/gis/gis2011.html#McGuireJG11

Vandana Pursnani Janeja Nabil R. Adam Vijayalakshmi Atluri Jaideep Vaidya Spatial neighborhood based anomaly detection in sensor datasets. 221-258 2010 20 Data Min. Knowl. Discov. 2 https://doi.org/10.1007/s10618-009-0147-0 db/journals/datamine/datamine20.html#JanejaAAV10

Vandana Pursnani Janeja Vijayalakshmi Atluri Spatial outlier detection in heterogeneous neighborhoods. 85-107 2009 13 Intell. Data Anal. 1 https://doi.org/10.3233/IDA-2009-0357 https://www.wikidata.org/entity/Q129069586 db/journals/ida/ida13.html#JanejaA09

George Karabatis Zhiyuan Chen 0003 Vandana Pursnani Janeja Tania Lobo Monish Advani Mikael Lindvall Raimund L. Feldmann Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts. 74-104 2009 14 J. Data Semant. https://doi.org/10.1007/978-3-642-10562-3_3 journals/jods/2009-14 db/journals/jods/jods14.html#KarabatisCJLALF09

Sandipan Dey Vandana Pursnani Janeja Aryya Gangopadhyay Temporal Neighborhood Discovery Using Markov Models. 110-119 2009 ICDM https://doi.org/10.1109/ICDM.2009.26 https://doi.ieeecomputersociety.org/10.1109/ICDM.2009.26 conf/icdm/2009 db/conf/icdm/icdm2009.html#DeyJG09 Lei Shi Vandana Pursnani Janeja Anomalous window discovery through scan statistics for linear intersecting paths (SSLIP). 767-776 2009 KDD https://doi.org/10.1145/1557019.1557104 conf/kdd/2009 db/conf/kdd/kdd2009.html#ShiJ09 Mikael Lindvall Raimund L. Feldmann George Karabatis Zhiyuan Chen 0003 Vandana Pursnani Janeja Searching for relevant software change artifacts using semantic networks. 496-500 2009 SAC https://doi.org/10.1145/1529282.1529387 conf/sac/2009 db/conf/sac/sac2009.html#LindvallFKCJ09 Seyed H. Mohammadi Vandana Pursnani Janeja Aryya Gangopadhyay Discretized Spatio-Temporal Scan Window. 1197-1208 2009 SDM https://doi.org/10.1137/1.9781611972795.102 conf/sdm/2009 db/conf/sdm/sdm2009.html#MohammadiJG09

Vandana Pursnani Janeja Vijayalakshmi Atluri Random Walks to Identify Anomalous Free-Form Spatial Scan Windows. 1378-1392 2008 20 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2008.96 http://doi.ieeecomputersociety.org/10.1109/TKDE.2008.96 db/journals/tkde/tkde20.html#JanejaA08

Michael P. McGuire Vandana Pursnani Janeja Aryya Gangopadhyay Spatiotemporal Neighborhood Discovery for Sensor Data. 203-225 2008 KDD Workshop on Knowledge Discovery from Sensor Data https://doi.org/10.1007/978-3-642-12519-5_12 conf/kdd/2008sensor db/conf/kdd/sensor2008.html#McGuireJG08 Nabil R. Adam Vandana P. Janeja Aabhas V. Paliwal Vijay Atluri Soon Ae Chun Jim Cooper John Paczkowski Christof Bornhövd Joachim Schaper Semantics-Based Threat Structure Mining for Homeland Security. 307-329 2008 Digital Government https://doi.org/10.1007/978-0-387-71611-4_16 books/sp/08/CBGTDHM2008 db/books/collections/CBGTDHM2008.html#AdamJPACCPBS08 Vandana Pursnani Janeja Nabil R. Adam Homeland Security and Spatial Data Mining. 434-440 2008 Encyclopedia of GIS https://doi.org/10.1007/978-0-387-35973-1_568 reference/gis/2008 db/reference/gis/gis2008.html#JanejaA08 Nabil R. Adam Vandana Pursnani Janeja Aabhas V. Paliwal Basit Shafiq Cédric Ulmer Volker Gersabeck Anne Hardy Christof Bornhövd Joachim Schaper Approach for Discovering and Handling Crisis in a Service-Oriented Environment. 16-24 2007 conf/isi/2007 ISI https://doi.org/10.1109/ISI.2007.379523 db/conf/isi/isi2007.html#AdamJPSUGHBS07 Nabil R. Adam Vijayalakshmi Atluri Rey Koslowski Robert Grossman Vandana Pursnani Janeja Janice Warner Secure interoperation for effective data mining in border control and homeland security applications. 124-125 2006 conf/dgo/2006 DG.O https://doi.org/10.1145/1146598.1146636 db/conf/dgo/dgo2006.html#AdamAKGJW06 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 Semantics-based threat structure mining. 367-368 2006 conf/dgo/2006 DG.O https://doi.org/10.1145/1146598.1146705 db/conf/dgo/dgo2006.html#AdamAJPYCCPBNS06 Vandana Pursnani Janeja Vijayalakshmi Atluri Ahmed Gomaa Nabil R. Adam Christof Bornhövd Tao Lin DM-AMS: employing data mining techniques for alert management. 103-111 2005 conf/dgo/2005 DG.O http://dl.acm.org/citation.cfm?id=1065254 db/conf/dgo/dgo2005.html#JanejaAGABL05 Nabil R. Adam Vijayalakshmi Atluri Rey Koslowski Vandana Pursnani Janeja Janice Warner Aabhas V. Paliwal Agency interoperation for effective data mining in border control and homeland security applications. 285-286 2005 conf/dgo/2005 DG.O http://dl.acm.org/citation.cfm?id=1065323 db/conf/dgo/dgo2005.html#AdamAKJWP05 Vandana Pursnani Janeja Vijayalakshmi Atluri FS<sup>3</sup>: A Random Walk Based Free-Form Spatial Scan Statistic for Anomalous Window Detection. 661-664 2005 conf/icdm/2005 ICDM https://doi.org/10.1109/ICDM.2005.71 https://doi.ieeecomputersociety.org/10.1109/ICDM.2005.71 db/conf/icdm/icdm2005.html#JanejaA05 Vandana Pursnani Janeja Vijayalakshmi Atluri Jaideep Vaidya Nabil R. Adam Collusion Set Detection Through Outlier Discovery. 1-13 2005 conf/isi/2005 ISI https://doi.org/10.1007/11427995_1 db/conf/isi/isi2005.html#JanejaAVA05 Vandana Pursnani Janeja Vijayalakshmi Atluri LS<sup>3</sup>: a Linear Semantic Scan Statistic technique for detecting anomalous windows. 493-497 2005 conf/sac/2005 SAC https://doi.org/10.1145/1066677.1066790 db/conf/sac/sac2005.html#JanejaA05 Nabil R. Adam Vijayalakshmi Atluri Vandana Pursnani Janeja Agency Interoperation for Effective Data Mining in Border Control and Homeland Security Applications. 2004 conf/dgo/2004 DG.O http://dl.acm.org/citation.cfm?id=1124194 db/conf/dgo/dgo2004.html#AdamAJ04 Vandana Pursnani Janeja Vijayalakshmi Atluri Nabil R. Adam Detecting Anomalous Geospatial Trajectories through Spatial Characterization and Spatio-Semantic Associations. 2004 conf/dgo/2004 DG.O http://dl.acm.org/citation.cfm?id=1124213 db/conf/dgo/dgo2004.html#JanejaAA04 Nabil R. Adam Vandana Pursnani Janeja Vijayalakshmi Atluri Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets. 576-583 2004 conf/sac/2004 SAC https://doi.org/10.1145/967900.968020 db/conf/sac/sac2004.html#AdamJA04 Vandana Pursnani Janeja Vijayalakshmi Atluri Nabil R. Adam OUTLAW: Using Geo-Spatial Associations for Outlier Detection and Visual Analysisof Cargo Routes. 2002 conf/dgo/2002 DG.O http://dl.acm.org/citation.cfm?id=1123160 db/conf/dgo/dgo2002.html#JanejaAA02 Nabil R. Adam Bayu Adhi C. T. Sai Adithya Monish Advani Alabi Ahmed Homayra Alam Tolulope Ale Sahara Ali Mohammad Alodadi Sai Vikas Amaraneni Lisan Al Amin Advaith Anand Vijayalakshmi AtluriVijay Atluri Ali Azari Marta Babicz Furqan Baig Namrata Banerji William Bardon Tyler Barna Chaitanya K. Baru Tanya Y. Berger-Wolf Noshaba Nasir Bhalli Wahid Bhimji Christof Bornhövd Edward Boyda Micah Brachman Quentin Buat Elizabeth G. Campolongo Phuong Cao David CarlynDavid Edward Carlyn Franco Cerino Sudip Chakraborty Mostafa Cham Yi-Chun Chang Wei-Lun Chao Shivaji Chaulagain An-Kai Chen Deming Chen Eric Chen Lujie Karen Chen Song Chen Zhiyuan Chen Zhiyuan Chen 0003 Gong Cheng 0004 Raghu Chintalapati Artur Cordeiro Oudot Choi Chia-Jui Chou Yuan-Tang Chou Soon Ae Chun Zih-Chen Ciou James R. Clavin Miles Cochran-Branson Jim Cooper Michael Coughlin Matteo Cremonesi Maria Dadarlat Peter Darch Lavon Davis Malina Desai Maloy Kumar Devnath Sandipan Dey Daniel Diaz 0003 Adji B. DiengAdji Bousso Dieng Steven Dillmann Sisi Duan Javier M. Duarte Isla Duporge Emre Eftelioglu Urbas Ekka Don Engel Lucy C. Erickson Chloe Evered Amy Everhart Mark A. Fahnestock Hao Fang Abu Zaher Md Faridee Omar Faruque Raimund L. Feldmann Yuanyuan Feng Rian Flynn James R. Foulds Geoffrey Fox Emily Freed Aryya Gangopadhyay Hang Gao Jing Gao Volker Gersabeck Mohammad Ahmadi Gharehtoragh Jay Gholap Subhankar Ghosh Ahmed Gomaa Julia Gonski Ekaterina Govorkova Matthew J. Graham Michael A. Grasso Robert Grossman Akshay Grover David Harding Anne Hardy Chris Harris Philip C. Harris Abolfazl Hashemi Muhammad Behroze Hassan Scott Hauck James Hazelden Brian Heilig Saba Entezari Heravi Duc Hoang James Hodson 0003 Nicholas Holschuh Shih-Chieh Hsu Wei Hu David C. Y. Hui Mirco Hünnefeld David Hyde 0001 Nattapon Jaroenchai Atefeh Jebeli Claire Jensen Haoyi Jia Lucas Joppa Karuna P. Joshi Yunfan Kang George Karabatis Saydeh N. Karabatis Anuja Kench Kerrie Kephart Md. Azim KhanAzim Khan Sara Khanjani Zahra Khanjani Elham E Khoda Maksim Kholiavchenko Yi Xuan Khoo Sangin Kim Rey Koslowski Mansa Krishna Chhaya Kulkarni Aditya Kumar Bo-Cheng Lai Hilmar Lapp Christopher G. Lawrence Trung Le 0002 Chi-Wei Lee Janghyeon LeeJangHyeon Lee Shaocheng Lee Suzan van der Lee Ratnaksha Lele Scott Levin Charles Lewis David M. Lewis Haitong Li Haoyang Li 0019 Justin D. Li Xingyan Li Henry Liao Tao Lin Mikael Lindvall Mia Liu Xiaolin Liu Xiulong Liu Tania Lobo Vladimir Loncar Fangzheng Lyu Michael MacFerrin Joseph A. MacGregor Ilya Makarov Christine Mallinson Abhishikth Mallampalli Chen-Yu Mao Harsh Marwaha Michael P. McGuire Alexander Michels Alexander Migala Vasundhara Misal Kunal Modi Seyed H. Mohammadi Prerna Mohod Alex Mohseni Mohamed F. Mokbel Farouk Mokhtar Saul Alonso MonsalveSaúl Alonso-Monsalve Eric A. Moreno Mathieu Morlighem Seraj Al Mahmud Mostafa Josephine M. Namayanja Rhoda Nankabirwa Nehal Naqvi Ike Nassi Mark S. Neubauer Amanda Niskar Francis Ndikum Nji Kifekachukwu Nwosu John Paczkowski Revathi Palanisamy Aabhas V. Paliwal Sai C. Pallaprolu Joshua Henry Peterson Nikki Privé Sanjay Purushotham Rohan Putatunda Faisal Quader Ryan Raikman Naphtali Rishe Henanksha Sainani Akila Sampath Maria Sanchez Joachim Schaper Nicole-Jeanne Schlegel Carolyn B. Seaman Basit Shafiq Guneeti Sharma Shashi Shekhar 0001 Lei Shi Shalini Srinivasa Justin Stauffer Aneesh Subramanian Yanan Sun Naomi Tack Bayu Adhi Tama Ruman Tambe Anna Tuz Cédric Ulmer Claudia von Vacano Jaideep Vaidya Prathamesh Walkikar Jianwu Wang 0001 Janice Warner Gabrielle Watson Rebecca M. Williams Jiaman Wu Yaacov Yesha Yelena Yesha Kimberly Young Mahmoud Youssef Javad Zabihi Haibin Zhang Ziheng Zhang