12 citations · 34 across the 6 of their papers we have counts for
7 papers
On the Capabilities of Pointer Networks for Deep Deductive Reasoning
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. In this paper, we apply neural pointer networks for co…
Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication
Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker +3
Powered by new advances in sensor development and artificial intelligence, the decreasing cost of computation, and the pervasiveness of handheld computation devices, biometric user…
Completion Reasoning Emulation for the Description Logic EL+
Aaron Eberhart, Monireh Ebrahimi, Lu Zhou +2
We present a new approach to integrating deep learning with knowledge-based systems that we believe shows promise. Our approach seeks to emulate reasoning structure, which can be i…
Reasoning over RDF Knowledge Bases using Deep Learning
Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi +3
Semantic Web knowledge representation standards, and in particular RDF and OWL, often come endowed with a formal semantics which is considered to be of fundamental importance for t…
Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi +5
With the rise of social media, millions of people are routinely expressing their moods, feelings, and daily struggles with mental health issues on social media platforms like Twitt…
On the Challenges of Sentiment Analysis for Dynamic Events
Monireh Ebrahimi, Amir Hossein Yazdavar, Amit Sheth
With the proliferation of social media over the last decade, determining people's attitude with respect to a specific topic, document, interaction or events has fueled research int…