| Capturing Structure Implicitly from Time-Series having Limited Data | Mar 15, 2018 | scientific discoverySmall Data Image Classification | CodeCode Available | 0 |
| NeuroStorm: Accelerating Brain Science Discovery in the Cloud | Mar 9, 2018 | scientific discovery | —Unverified | 0 |
| Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling | Oct 31, 2017 | scientific discovery | CodeCode Available | 0 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 |
| From Distance Correlation to Multiscale Graph Correlation | Oct 26, 2017 | scientific discovery | CodeCode Available | 0 |
| Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups | Sep 22, 2017 | scientific discoverySubgroup Discovery | —Unverified | 0 |
| Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education | Jul 16, 2017 | scientific discovery | —Unverified | 0 |
| Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data | Dec 27, 2016 | scientific discovery | —Unverified | 0 |
| Dynamical Kinds and their Discovery | Dec 15, 2016 | scientific discovery | CodeCode Available | 0 |
| Probabilistic Dimensionality Reduction via Structure Learning | Oct 16, 2016 | ClusteringData Visualization | —Unverified | 0 |
| Accelerating Science: A Computing Research Agenda | Apr 6, 2016 | Managementscientific discovery | —Unverified | 0 |
| Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations | Dec 27, 2015 | Causal Discoveryscientific discovery | —Unverified | 0 |
| Scientific Discovery by Machine Intelligence: A New Avenue for Drug Research | Jun 23, 2015 | scientific discovery | —Unverified | 0 |
| Structure Discovery in Nonparametric Regression through Compositional Kernel Search | Feb 20, 2013 | regressionscientific discovery | CodeCode Available | 0 |
