Jennifer Sleeman

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 23

Top Topics

Latent Dirichlet Allocation

Scientific Discovery

Top Venues

AAAI Spring Symposium: MLPS

Publications

Reed River Chen, Christopher Ribaudo, Jennifer Sleeman, Chace Ashcraft, Collin Kofroth, Marisa Hughes, Ivanka Stajner, Kevin Viner, Kai Wang
Difference Learning for Air Quality Forecasting Transport Emulation. CoRR (2024)
Jennifer Sleeman, David Chung, Anand Gnanadesikan, Jay Brett, Yannis Kevrekidis, Marisa Hughes, Thomas W. N. Haine, Marie-Aude Pradal, Renske Gelderloos, Chace Ashcraft, Caroline Tang, Anshu Saksena, Larry White
A Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN). CoRR (2023)
Chace Ashcraft, Jennifer Sleeman, Caroline Tang, Jay Brett, Anand Gnanadesikan
Neuro-Symbolic Bi-Directional Translation - Deep Learning Explainability for Climate Tipping Point Research. CoRR (2023)
Jennifer Sleeman, Jay Brett
AI climate tipping-point discovery (ACTD). AI Mag. 44 (2) (2023)
Jennifer Sleeman, David Chung, Chace Ashcraft, Jay Brett, Anand Gnanadesikan, Yannis Kevrekidis, Marisa Hughes, Thomas W. N. Haine, Marie-Aude Pradal, Renske Gelderloos, Caroline Tang, Anshu Saksena, Larry White
Using Artificial Intelligence to aid Scientific Discovery of Climate Tipping Points. CoRR (2023)
Sophia Hamer, Jennifer Sleeman, Ivanka Stajner
Forecast-Aware Model Driven LSTM. CoRR (2023)
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, E. Kalnay, S. Safa, C. Da
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease. DDDAS (2022)
Jennifer Sleeman, Tim Finin, Milton Halem
Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling. Frontiers Big Data 4 (2021)
Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz
Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction. AAAI Spring Symposium: MLPS (2021)
Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem
LSTMs for Inferring Planetary Boundary Layer Height (PBLH). AAAI Spring Symposium: MLPS (2021)
Jennifer Sleeman, John Dorband, Milton Halem
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning. CoRR (2020)
Sai Vallurupalli, Jennifer Sleeman, Tim Finin
Fine and Ultra-Fine Entity Type Embeddings for Question Answering. SMART@ISWC (2020)
Jennifer Sleeman, Milton Halem, Zhifeng Yang, Vanessa Caicedo, Belay Demoz, Ruben Delgado
A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection. IGARSS (2020)
Jennifer Sleeman, Tim Finin, Milton Halem
Temporal Understanding of Cybersecurity Threats. BigDataSecurity/HPSC/IDS (2020)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. CoRR (2018)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. SW4SG@ISWC (2018)
Jennifer Sleeman, Tim Finin, Milton Halem
Ontology-Grounded Topic Modeling for Climate Science Research. ISWC (Best Workshop Papers) (2018)
Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps. AAAI Spring Symposia (2017)
Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane
Discovering scientific influence using cross-domain dynamic topic modeling. IEEE BigData (2017)
Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin
Robust semantic text similarity using LSA, machine learning, and linguistic resources. Lang. Resour. Evaluation 50 (1) (2016)
Jennifer Sleeman, Tim Finin, Anupam Joshi
Entity Type Recognition for Heterogeneous Semantic Graphs. AI Mag. 36 (1) (2015)
Jennifer Sleeman, Tim Finin, Anupam Joshi
Topic Modeling for RDF Graphs. LD4IE@ISWC (2015)
Jennifer Sleeman
Entity Disambiguation for Wild Big Data Using Multi-Level Clustering. DC@ISWC (2015)
Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin
Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity Systems. SemEval@COLING (2014)
Jennifer Sleeman, Tim Finin
Taming Wild Big Data. AAAI Fall Symposia (2014)
Jennifer Sleeman, Tim Finin
Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs. ICSC (2013)
Jennifer Sleeman, Tim Finin
Entity Type Recognition for Heterogeneous Semantic Graphs. AAAI Fall Symposia (2013)
Jennifer Sleeman, Tim Finin
Cluster-based Instance Consolidation For Subsequent Matching. KECSM@ISWC (2012)
Jennifer Sleeman, Rafael Alonso, Hua Li, Art Pope, Antonio Badia
Opaque Attribute Alignment. ICDE Workshops (2012)
Jennifer Sleeman
Online Unsupervised Coreference Resolution for Semi-structured Heterogeneous Data. ISWC (2) (2012)
Kavita Krishnaswamy, Jennifer Sleeman, Tim Oates
Real-time path planning for a robotic arm. PETRA (2011)
Jennifer Sleeman, Tim Finin
Learning Co-reference Relations for FOAF Instances. ISWC (Posters & Demos) (2010)
Jennifer Sleeman, Tim Finin
A Machine Learning Approach to Linking FOAF Instances. AAAI Spring Symposium: Linked Data Meets Artificial Intelligence (2010)