Jennifer Sleeman

36 papers C 2Journal 12Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Discovering strategies for coastal resilience with AI-based prediction and optimization. CoRR Jared Markowitz, Alexander New, Jennifer Sleeman, Chace Ashcraft, Jay Brett, Gary Collins, Stella In, Nathaniel Winstead
2024	J	`jnl`	Difference Learning for Air Quality Forecasting Transport Emulation. CoRR Reed River Chen, Christopher Ribaudo, Jennifer Sleeman, Chace Ashcraft, Collin Kofroth, Marisa Hughes, Ivanka Stajner, Kevin Viner, Kai Wang
2024	C	`conf`	Forecast Aware Model-Driven Neural Learning for Air Quality Bias Correction. IGARSS Sophia Hamer, Jennifer Sleeman, Ivanka Stajner
2024	—	`conf`	Towards a Dynamic Data Driven AI Regional Weather Forecast Model. DDDAS/Infosymbiotics Sophia Hamer, Jennifer Sleeman, Milton Halem
2023	J	`jnl`	A Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN). CoRR Jennifer Sleeman, David Chung, Anand Gnanadesikan, Jay Brett, Yannis G. Kevrekidis, Marisa Hughes, Thomas W. N. Haine, Marie-Aude Pradal, Renske Gelderloos, Chace Ashcraft, Caroline Tang, Anshu Saksena, Larry White
2023	J	`jnl`	AI climate tipping-point discovery (ACTD). AI Mag. Jennifer Sleeman, Jay Brett
2023	J	`jnl`	Forecast-Aware Model Driven LSTM. CoRR Sophia Hamer, Jennifer Sleeman, Ivanka Stajner
2023	J	`jnl`	Neuro-Symbolic Bi-Directional Translation - Deep Learning Explainability for Climate Tipping Point Research. CoRR Chace Ashcraft, Jennifer Sleeman, Caroline Tang, Jay Brett, Anand Gnanadesikan
2023	J	`jnl`	Using Artificial Intelligence to aid Scientific Discovery of Climate Tipping Points. CoRR Jennifer Sleeman, David Chung, Chace Ashcraft, Jay Brett, Anand Gnanadesikan, Yannis G. Kevrekidis, Marisa Hughes, Thomas W. N. Haine, Marie-Aude Pradal, Renske Gelderloos, Caroline Tang, Anshu Saksena, Larry White
2022	—	`conf`	Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS Milton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, Eugenia Kalnay, S. Safa, C. Da
2021	—	`conf`	Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction. AAAI Spring Symposium: MLPS Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz
2021	—	`conf`	LSTMs for Inferring Planetary Boundary Layer Height (PBLH). AAAI Spring Symposium: MLPS Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem
2021	J	`jnl`	Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling. Frontiers Big Data Jennifer Sleeman, Tim Finin, Milton Halem
2020	C	`conf`	A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection. IGARSS Jennifer Sleeman, Milton Halem, Zhifeng Yang, Vanessa Caicedo, Belay Demoz, Ruben Delgado
2020	J	`jnl`	A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning. CoRR Jennifer Sleeman, John E. Dorband, Milton Halem
2020	—	`conf`	Fine and Ultra-Fine Entity Type Embeddings for Question Answering. SMART@ISWC Sai Vallurupalli, Jennifer Sleeman, Tim Finin
2020	—	`conf`	Temporal Understanding of Cybersecurity Threats. BigDataSecurity/HPSC/IDS Jennifer Sleeman, Tim Finin, Milton Halem
2018	—	`conf`	Ontology-Grounded Topic Modeling for Climate Science Research. SW4SG@ISWC Jennifer Sleeman, Tim Finin, Milton Halem
2018	—	`conf`	Ontology-Grounded Topic Modeling for Climate Science Research. ISWC (Best Workshop Papers) Jennifer Sleeman, Tim Finin, Milton Halem
2018	J	`jnl`	Ontology-Grounded Topic Modeling for Climate Science Research. CoRR Jennifer Sleeman, Tim Finin, Milton Halem
2017	—	`conf`	Discovering scientific influence using cross-domain dynamic topic modeling. IEEE BigData Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
2017	—	`conf`	Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps. AAAI Spring Symposia Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
2016	J	`jnl`	Robust semantic text similarity using LSA, machine learning, and linguistic resources. Lang. Resour. Evaluation Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin
2015	—	`conf`	Entity Disambiguation for Wild Big Data Using Multi-Level Clustering. DC@ISWC Jennifer Sleeman
2015	J	`jnl`	Entity Type Recognition for Heterogeneous Semantic Graphs. AI Mag. Jennifer Sleeman, Tim Finin, Anupam Joshi
2015	—	`conf`	Topic Modeling for RDF Graphs. LD4IE@ISWC Jennifer Sleeman, Tim Finin, Anupam Joshi
2014	—	`conf`	Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity Systems. SemEval@COLING Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin
2014	—	`conf`	Taming Wild Big Data. AAAI Fall Symposia Jennifer Sleeman, Tim Finin
2013	—	`conf`	Entity Type Recognition for Heterogeneous Semantic Graphs. AAAI Fall Symposia Jennifer Sleeman, Tim Finin
2013	—	`conf`	Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs. ICSC Jennifer Sleeman, Tim Finin
2012	—	`conf`	Cluster-based Instance Consolidation For Subsequent Matching. KECSM@ISWC Jennifer Sleeman, Tim Finin
2012	—	`conf`	Online Unsupervised Coreference Resolution for Semi-structured Heterogeneous Data. ISWC (2) Jennifer Sleeman
2012	—	`conf`	Opaque Attribute Alignment. ICDE Workshops Jennifer Sleeman, Rafael Alonso, Hua Li, Art Pope, Antonio Badia
2011	—	`conf`	Real-time path planning for a robotic arm. PETRA Kavita Krishnaswamy, Jennifer Sleeman, Tim Oates
2010	—	`conf`	A Machine Learning Approach to Linking FOAF Instances. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence Jennifer Sleeman, Tim Finin
2010	—	`conf`	Learning Co-reference Relations for FOAF Instances. ISWC (Posters & Demos) Jennifer Sleeman, Tim Finin