Search Results for author: Aaron Eberhart

Found 4 papers, 1 papers with code

On the Capabilities of Pointer Networks for Deep Deductive Reasoning

no code implementations17 Jun 2021 Monireh Ebrahimi, Aaron Eberhart, Pascal Hitzler

The importance of building neural networks that can learn to reason has been well recognized in the neuro-symbolic community.

Decoder Knowledge Graphs

Neuro-Symbolic Artificial Intelligence: Current Trends

no code implementations11 May 2021 Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler

Neuro-Symbolic Artificial Intelligence -- the combination of symbolic methods with methods that are based on artificial neural networks -- has a long-standing history.

Towards a Modular Ontology for Space Weather Research

no code implementations25 Sep 2020 Cogan Shimizu, Ryan McGranaghan, Aaron Eberhart, Adam C. Kellerman

The interactions between the Sun, interplanetary space, near Earth space environment, the Earth's surface, and the power grid are, perhaps unsurprisingly, very complicated.

Data Integration

Completion Reasoning Emulation for the Description Logic EL+

1 code implementation11 Dec 2019 Aaron Eberhart, Monireh Ebrahimi, Lu Zhou, Cogan Shimizu, Pascal Hitzler

We present a new approach to integrating deep learning with knowledge-based systems that we believe shows promise.

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