Browsing Students Publications by Subject "deep learning"

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Armenian Sentiment Analysis and Emotion Recognition Using Bidirectional Deep Learning Models

Kalayjian, Nigoghos (5/18/2022)

With the advancement of social applications, the number of people using such applications has increased to unbelievable levels. As of 2021, there are 2.8 billion users on Facebook. With such a large number of users, the ...
A DEEP LEARNING FRAMEWORK FOR MODEL-FREE,TIME-VARYING PATTERN DISCOVERY IN EEG SIGNAL DYNAMICS: APPLICATION TO EPILEPTIC EVENTS

Partamian, Hmayag (1/10/2023)

Due to the enhancements in sensor technology and cloud computing, multichannel time series data is readily acquired and analyzed in many real-world problems. However, since the multichannel data has a high dimension and ...
Generalized Machine Learning Based Network Traffic Classification

Chaiban, Jean Paul (1/10/2023)

With the exponential rise in online activity, Internet Service Providers (ISPs) have prioritized network traffic classification in order to dynamically adapt their networks to best serve their customers while increasing ...
Knowledge Graph Fact Checking using Deep Learning

Watfa, Assad (2021-08-12)

In recent years, the use of knowledge graphs has become an essential part of information retrieval. These knowledge graphs are made up of billions of facts that are encoded in the form of RDF triples. They are automatically ...
ON THE USABILITY OF DEEP LEARNING ALGOTIRTHMS IN DETECTING COVID-19 BASED ON X-RAYS

Ezzeddine, Hassane (8/17/2021)

SARS-COV-2 is a new strain of virus that was first detected in China. It quickly spread across the world affecting millions of people. The WHO declared the new disease as a global pandemic on Jan 30, 2020. The virus is ...
Transfer Learning Approach to Developing Large Scale Lexicon for Resource Constrained Languages

Maarouf, Alaa (9/15/2021)

Lexical resources often form critical components in computational models for natural language processing (NLP). As a result, the pace of advances in NLP for resource-constrained languages, like Arabic, is slow due to limited ...

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Browsing Students Publications by Subject "deep learning"

Browsing Students Publications by Subject "deep learning"

Search AUB ScholarWorks

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All of AUB ScholarWorks

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My Account

Copyright Statement