Search Results for author: Monireh Ebrahimi

Found 7 papers, 2 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

Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication

no code implementations18 Mar 2020 Abhishek Jana, Md. Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T. Amariucai

Powered by new advances in sensor development and artificial intelligence, the decreasing cost of computation, and the pervasiveness of handheld computation devices, biometric user authentication (and identification) is rapidly becoming ubiquitous.

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.

Reasoning over RDF Knowledge Bases using Deep Learning

2 code implementations9 Nov 2018 Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler

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 the field.

Knowledge Graphs

Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media

no code implementations16 Oct 2017 Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth

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 Twitter.

On the Challenges of Sentiment Analysis for Dynamic Events

no code implementations6 Oct 2017 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 interest in natural language processing and introduced a new channel called sentiment and emotion analysis.

Emotion Recognition Marketing +1

Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences

no code implementations3 Jan 2017 Amir Hossein Yazdavar, Monireh Ebrahimi, Naomie Salim

On the other hand, the bulk of current research has been devoted to study the subjective sentences which contain opinion keywords and limited work has been reported for objective statements that imply sentiment.

Opinion Mining Sentiment Analysis +1

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