Towards Capturing Scientific Reasoning to Automate Data Analysis.

Gil, Y.; Khider, D.; Osorio, M.; Ratnakar, V.; Vargas, H.; Garijo, D.; and Pierce, S. In Proceedings of the 44th Annual Conference of the Cognitive Science Society (CogSci), 2022.

Towards Automating Time Series Analysis for the Paleogeosciences.

Khider, D.; Athreya, P.; Ratnakar, V.; Gil, Y.; Zhu, F.; Kwan, M.; and Emile-Geay, J. In Proceedings of the Sixth Workshop on Mining and Learning from Time Series (MiLeTS), held in conjunction with the 26th ACM SIGKDD Conference on Knowledge Discovery and Datamining (KDD'20), San Diego, CA, 2020.

Embedding the Scientific Record on the Web: Towards Automating Scientific Discoveries.

Gil, Y. Proceedings of The Web Conference, 2020.

Towards Automated Hypothesis Testing in Neuroscience

Garijo, D., Fakhraei, S., Ratnakar, V., Yang, Q., Endrias, H., Ma, Y., Wang, R., Bornstein, M., Bright, J., Gil, Y., & Jahanshad, N. (2019) Poly/DMAH@VLDB.

Towards Automating Data Narratives

Gil, Y.; and Garijo, D. In Proceedings of the Twenty-Second ACM International Conference on Intelligent User Interfaces (IUI-17), Limassol, Cyprus, 2017.

Towards Continuous Scientific Data Analysis and Hypothesis Evolution.

Gil, Y.; Garijo, D.; Ratnakar, V.; Mayani, R.; Adusumilli, R.; Boyce, H.; Srivastava, A.; and Mallick, P.In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), San Francisco, CA, 2017.

Automated Hypothesis Testing with Large Scientific Data Repositories.

Gil, Y.; Garijo, D.; Ratnakar, V.; Mayani, R.; Adusumilli, R.; Boyce, H.; and Mallick, P. In Proceedings of the Fourth Annual Conference on Advances in Cognitive Systems (ACS), Evanston, IL, 2016.

Datasets used in [Gil et al 2016] for AAAI 2017

Adusumilli, R. Zenodo. 2016.

Additional materials used in the paper 'Towards Continuous Scientific Data Analysis and Hypothesis Evolution' of the Proceedings of the Thirty-First AAAI Conference on Artificial Intel-ligence (AAAI-17).

Adusumilli, R., Ratnakar, V., Garijo, D., Gil, Y., and Mallick, P. Zenodo. 2016.

The DISK Hypothesis Ontology: Capturing Hypothesis Evolution for Automated Discovery

Garijo, D.; Gil, Y.; and Ratnakar, V. In Proceedings of the Workshop on Capturing Scientific Knowledge (SciKnow), held in conjunction with the ACM International Conference on Knowledge Capture (K-CAP), Austin, Texas, 2017.