Search Results for author: Hossam Faris

Found 6 papers, 1 papers with code

Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution

no code implementations21 Feb 2024 Alaa Alomari, Hossam Faris, Pedro A. Castillo

This research proposes a specialty detection classifier based on a machine learning model to automate the process of detecting the correct specialty for each question and routing it to the correct doctor.

Evolving Genetic Programming Tree Models for Predicting the Mechanical Properties of Green Fibers for Better Biocomposite Materials

no code implementations20 Feb 2024 Faris M. AL-Oqla, Hossam Faris, Maria Habib, Pedro A. Castillo-Valdivieso

It was revealed that Microfibrillar angle was dominant and capable of determining the ultimate tensile strength of the natural fibers by 44. 7% comparable to other considered properties, while the impact of cellulose content in the model was only 35. 6%.

Optimizing Software Effort Estimation Models Using Firefly Algorithm

no code implementations8 Jan 2019 Nazeeh Ghatasheh, Hossam Faris, Ibrahim Aljarah, Rizik M. H. Al-Sayyed

In recent years, software effort estimation has received a considerable amount of attention from researchers and became a challenge for software industry.

Metaheuristic Optimization

Sentiment analysis for Arabic language: A brief survey of approaches and techniques

no code implementations8 Sep 2018 Mo'ath Alrefai, Hossam Faris, Ibrahim Aljarah

With the emergence of Web 2. 0 technology and the expansion of on-line social networks, current Internet users have the ability to add their reviews, ratings and opinions on social media and on commercial and news web sites.

Arabic Sentiment Analysis

EMFET: E-mail Features Extraction Tool

1 code implementation22 Nov 2017 Wadi' Hijawi, Hossam Faris, Ja'far Alqatawna, Ibrahim Aljarah, Ala' M. Al-Zoubi, Maria Habib

EMFET is an open source and flexible tool that can be used to extract a large number of features from any email corpus with emails saved in EML format.

BIG-bench Machine Learning Spam detection

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