Jennifer Sleeman

According to our database, Jennifer Sleeman authored at least 32 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Difference Learning for Air Quality Forecasting Transport Emulation.

Reed River Chen, Christopher Ribaudo, Jennifer Sleeman, Chace Ashcraft, Collin Kofroth, Marisa Hughes, Ivanka Stajner, Kevin Viner, Kai Wang

CoRR, 2024

Forecast Aware Model-Driven Neural Learning for Air Quality Bias Correction.

Sophia Hamer, Jennifer Sleeman, Ivanka Stajner

Proceedings of the IGARSS 2024, 2024

2023

AI climate tipping-point discovery (ACTD).

Jennifer Sleeman, Jay Brett

AI Mag., June, 2023

Neuro-Symbolic Bi-Directional Translation - Deep Learning Explainability for Climate Tipping Point Research.

Chace Ashcraft, Jennifer Sleeman, Caroline Tang, Jay Brett, Anand Gnanadesikan

CoRR, 2023

Forecast-Aware Model Driven LSTM.

Sophia Hamer, Jennifer Sleeman, Ivanka Stajner

CoRR, 2023

A Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN).

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

CoRR, 2023

Using Artificial Intelligence to aid Scientific Discovery of Climate Tipping Points.

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

CoRR, 2023

2022

Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease.

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

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021

Understanding Cybersecurity Threat Trends Through Dynamic Topic Modeling.

Jennifer Sleeman, Tim Finin, Milton Halem

Frontiers Big Data, 2021

Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction.

Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

LSTMs for Inferring Planetary Boundary Layer Height (PBLH).

Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning.

Jennifer Sleeman, John E. Dorband, Milton Halem

CoRR, 2020

Fine and Ultra-Fine Entity Type Embeddings for Question Answering.

Sai Vallurupalli, Jennifer Sleeman, Tim Finin

Proceedings of the SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

A Deep Machine Learning Approach for Lidar Based Boundary Layer Height Detection.

Jennifer Sleeman, Milton Halem, Zhifeng Yang, Vanessa Caicedo, Belay Demoz, Ruben Delgado

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Temporal Understanding of Cybersecurity Threats.

Jennifer Sleeman, Tim Finin, Milton Halem

Proceedings of the 6th IEEE International Conference on Big Data Security on Cloud, 2020

2018

Ontology-Grounded Topic Modeling for Climate Science Research.

Jennifer Sleeman, Tim Finin, Milton Halem

Proceedings of the Emerging Topics in Semantic Technologies, 2018

2017

Discovering scientific influence using cross-domain dynamic topic modeling.

Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps.

Jennifer Sleeman, Milton Halem, Tim Finin, Mark Cane

Proceedings of the 2017 AAAI Spring Symposia, 2017

2016

Robust semantic text similarity using LSA, machine learning, and linguistic resources.

Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin

Lang. Resour. Evaluation, 2016

2015

Entity Type Recognition for Heterogeneous Semantic Graphs.

Jennifer Sleeman, Tim Finin, Anupam Joshi

AI Mag., 2015

Topic Modeling for RDF Graphs.

Jennifer Sleeman, Tim Finin, Anupam Joshi

Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Entity Disambiguation for Wild Big Data Using Multi-Level Clustering.

Jennifer Sleeman

Proceedings of the ISWC 2015 Doctoral Consortium Co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

2014

Meerkat Mafia: Multilingual and Cross-Level Semantic Textual Similarity Systems.

Abhay L. Kashyap, Lushan Han, Roberto Yus, Jennifer Sleeman, Taneeya Satyapanich, Sunil Gandhi, Tim Finin

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Taming Wild Big Data.

Jennifer Sleeman, Tim Finin

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Type Prediction for Efficient Coreference Resolution in Heterogeneous Semantic Graphs.

Jennifer Sleeman, Tim Finin

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Entity Type Recognition for Heterogeneous Semantic Graphs.

Jennifer Sleeman, Tim Finin

Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012

Cluster-based Instance Consolidation For Subsequent Matching.

Jennifer Sleeman, Tim Finin

Proceedings of the 1st International Workshop on Knowledge Extraction & Consolidation from Social Media, 2012

Online Unsupervised Coreference Resolution for Semi-structured Heterogeneous Data.

Jennifer Sleeman

Proceedings of the Semantic Web - ISWC 2012, 2012

Opaque Attribute Alignment.

Jennifer Sleeman, Rafael Alonso, Hua Li, Art Pope, Antonio Badia

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

2011

Real-time path planning for a robotic arm.

Kavita Krishnaswamy, Jennifer Sleeman, Tim Oates

Proceedings of the PETRA 2011, 2011

2010

Learning Co-reference Relations for FOAF Instances.

Jennifer Sleeman, Tim Finin

Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

A Machine Learning Approach to Linking FOAF Instances.

Jennifer Sleeman, Tim Finin

Proceedings of the Linked Data Meets Artificial Intelligence, 2010