Maria Habib

Maria Habib

University of Jordan

H-index: 19

Asia-Jordan

About Maria Habib

Maria Habib, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Jordan, specializes in the field of Machine learning, Deep Learning, NLP, Evolutionary Algorithms.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

An automatic prediction of students’ performance to support the university education system: a deep learning approach

An intelligent rule-oriented framework for extracting key factors for grants scholarships in higher education

Empirical Study of Filtered-Based Feature Selection Methods for Arabic Text Classification

Evolutionary inspired approach for mental stress detection using EEG signal

Automatic symptoms identification from a massive volume of unstructured medical consultations using deep neural and BERT models

Neuro-evolutionary models for imbalanced classification problems

Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach

Maria Habib Information

University

Position

___

Citations(all)

829

Citations(since 2020)

826

Cited By

96

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

University of Jordan

Google Scholar

View Google Scholar Profile

Maria Habib Skills & Research Interests

Machine learning

Deep Learning

NLP

Evolutionary Algorithms

Top articles of Maria Habib

Title

Journal

Author(s)

Publication Date

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

Emerging Science Journal

Faris M AL-Oqla

Hossam Faris

Maria Habib

Pedro A Castillo

2023/12/1

An automatic prediction of students’ performance to support the university education system: a deep learning approach

Multimedia Tools and Applications

Yazn Alshamaila

Hamad Alsawalqah

Ibrahim Aljarah

Maria Habib

Hossam Faris

...

2024/1/20

An intelligent rule-oriented framework for extracting key factors for grants scholarships in higher education

International Journal of Data and Network Science

Yazn Alshamaila

Hamad Alsawalqah

Maria Habib

Nailah Al-Madi

Hossam Faris

...

2024

Empirical Study of Filtered-Based Feature Selection Methods for Arabic Text Classification

Fatima Shannaq

Maria Habib

Hossam Faris

Mahmoud M Hammad

2023/9/27

Evolutionary inspired approach for mental stress detection using EEG signal

Expert systems with applications

Lakhan Dev Sharma

Vijay Kumar Bohat

Maria Habib

Al-Zoubi Ala’M

Hossam Faris

...

2022/7/1

Automatic symptoms identification from a massive volume of unstructured medical consultations using deep neural and BERT models

Heliyon

Hossam Faris

Mohammad Faris

Maria Habib

Alaa Alomari

2022/6/1

Neuro-evolutionary models for imbalanced classification problems

Journal of King Saud University-Computer and Information Sciences

Israa Al-Badarneh

Maria Habib

Ibrahim Aljarah

Hossam Faris

2022/6/1

Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach

Journal of ambient intelligence and humanized computing

Hossam Faris

Maria Habib

Mohammad Faris

Alaa Alomari

Pedro A Castillo

...

2022/4

Android ransomware detection based on a hybrid evolutionary approach in the context of highly imbalanced data

IEEE Access

Iman Almomani

Raneem Qaddoura

Maria Habib

Samah Alsoghyer

Alaa Al Khayer

...

2021/4/7

Altibbivec: a word embedding model for medical and health applications in the Arabic language

IEEE Access

Maria Habib

Mohammad Faris

Alaa Alomari

Hossam Faris

2021/9/24

Introduction to evolutionary data clustering and its applications

Evolutionary Data Clustering: Algorithms and Applications

Ibrahim Aljarah

Maria Habib

Hossam Faris

Seyedali Mirjalili

2021

An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir

Information Sciences

Hai Tao

Maria Habib

Ibrahim Aljarah

Hossam Faris

Haitham Abdulmohsin Afan

...

2021/9/1

A comprehensive review of evaluation and fitness measures for evolutionary data clustering

Evolutionary Data Clustering: Algorithms and Applications

Ibrahim Aljarah

Maria Habib

Razan Nujoom

Hossam Faris

Seyedali Mirjalili

2021

Intelligent detection of hate speech in Arabic social network: A machine learning approach

Journal of Information Science

Ibrahim Aljarah

Maria Habib

Neveen Hijazi

Hossam Faris

Raneem Qaddoura

...

2021/8

An intelligent multimodal medical diagnosis system based on patients’ medical questions and structured symptoms for telemedicine

Informatics in Medicine Unlocked

Hossam Faris

Maria Habib

Mohammad Faris

Haya Elayan

Alaa Alomari

2021

A predictive text system for medical recommendations in telemedicine: a deep learning approach in the Arabic context

IEEE Access

Maria Habib

Mohammad Faris

Raneem Qaddoura

Alaa Alomari

Hossam Faris

2021/6/8

Toward an automatic quality assessment of voice-based telemedicine consultations: A deep learning approach

Sensors

Maria Habib

Mohammad Faris

Raneem Qaddoura

Manal Alomari

Alaa Alomari

...

2021/5/10

An intelligent approach for the effect of social media on undergraduate students performance: A case study in the University of Jordan

Yazn Alshamaila

Maria Habib

Ibrahim Aljarah

Hamad Alsawalqah

Hossam Faris

...

2020/4/14

Medical speciality classification system based on binary particle swarms and ensemble of one vs. rest support vector machines

Journal of biomedical informatics

Hossam Faris

Maria Habib

Mohammad Faris

Manal Alomari

Alaa Alomari

2020/9/1

Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.

Hossam Faris

Ibrahim Aljarah1 Maria Habib

Pedro A Castillo

2020

See List of Professors in Maria Habib University(University of Jordan)

Co-Authors

H-index: 58
Hossam Faris

Hossam Faris

University of Jordan

H-index: 56
Ibrahim Aljarah

Ibrahim Aljarah

University of Jordan

H-index: 51
Jianguo (Jeff) Xia

Jianguo (Jeff) Xia

McGill University

H-index: 32
Alaa Sheta

Alaa Sheta

Southern Connecticut State University

H-index: 30
Pedro A. Castillo-Valdivieso

Pedro A. Castillo-Valdivieso

Universidad de Granada

H-index: 21
Prof. Iman AlMomani

Prof. Iman AlMomani

Prince Sultan University

academic-engine