Al-Nahrain University Academic Staff Profiles System

Academic staff profiles
Al-Nahrain University

عربي | English

PERSONAL INFORMATION

Full Name: Dr. Dr. Suhad A. Yousif Gender: Female Birthdate: 1971 Nationality: Iraq Degree: PhD Academic Title: Assistant Professor College\Center: College of Science Departement: Computer Science Major: Computer Science Specialty: Artificial Intelligence Occupation: Assist. Professor Mother Language: Arabic Other Languages: English Work email: suhad.a.yousif@nahrainuniv.edu.iq Personal email: suhad.alezzi@gmail.com

LINKS

https://scholar.google.com/citations?hl=en&user=GYxuEVoAAAAJ

https://www.scopus.com/authid/detail.uri?authorId=56644460100

https://www.webofscience.com/wos/author/record/GQB-0426-2022

https://www.researchgate.net/profile/Suhad-A-Yousif

https://www.webofscience.com/wos/author/search

https://orcid.org/0000-0002-0226-5702

Publications

SS-DBSCAN: Semi-Supervised Density-Based Spatial Clustering of Applications with Noise for Meaningful Clustering in Diverse Density Data
م.د. طيبة زكي عبد الحميد، أ.م.د. سهاد عبد الرحمن يوسف، ا.د. فينوس وزير سماوي، م.د. حسناء عماد الشيخلي, 2024
IEEE Access
The Effectiveness of using AutoML in Electricity Theft Detection: The Impact of Data Preprocessing and Balancing Techniques
S Yousif, V Samawi, 2024
International Conference on Computational Science and Its Application, 14814, 12

AutoKeras for Fake News Identification in Arabic: Leveraging Deep Learning with an Extensive Dataset
R Matti, S Yousif, 2023
Al-Nahrain Journal of Science, 26, (3), 60-66
Enhancement of text categorization results via ensemble learning technique
N Sagheer, S Yousif, 2023
APL Machine Learning for Applied Physics, 2457, (1), 5
Crude Oil Price Forecasts Using Support Vector Regression and Technical Indicators
R Redha, S Yousif, 2023
Iraqi Journal of Science, 65, (5), 2512-2520
COVID-19 Detection via Blood Tests using an Automated Machine Learning Tool (Auto-Sklearn)
N Moatz, S Yousif, 2023
Iraqi Journal of Science, 64, (11), 11

High performance time series models using auto autoregressive integrated moving average
R Al-Qazzaz, S Yousif, 2022
Indonesian Journal of Electrical Engineering and Computer Science, 27, (1), 8
Classification of Covid-19 Fake News Using Machine Learning Algorithms
S Jehad, R R, , 2022
APL Machine Learning for Applied Physics, 2483, 6
Automatic Machine Learning Classification Algorithms for Stability Detection of Smart Grid
o ousif, S (Yousif, S Samawi, V (Samawi, V Al-Saidi, N (Al-Saidi, N G.), 2022
2022 IEEE THE 5TH INTERNATIONAL CONFERENCE ON BIG DATA AND ARTIFICIAL INTELLIGENCE (BDAI 2022), 5
Intrusion Detection System: An Automatic Machine Learning Algorithms Using Auto- WEKA
S Samawi, V V.W., Y Yousif, S S.A., A Al-Saidi, N N.M.G., 2022
2022 IEEE 13th Control and System Graduate Research Colloquium, ICSGRC 2022 - Conference Proceedings, 42-46

Canopy with k-means clustering algorithm for big data analytics
N Sagheer, S Yousif, 2021
AIP Conference Proceedings, 2334, (1), 070006
Classification of fake news using multi-layer perceptron
R Jehad, S Yousif, 2021
AIP Conference Proceedings, 2334, (1), 070004
A Parallel Clustering Analysis Based on Hadoop Multi-Node and Apache Mahout
N Sagheer, S Yousif, 2021
Iraqi Journal of Science, 62, (7)
Classification of covid-19 fake news using machine learning algorithms
S Jehad, R R, , 2021
5 th International Conference of Mathematical Sciences (ICMS 2021) 23-27 June 2021, Maltepe University, Istanbul, Turkey, 6

Fake News Classification Using Random Forest and Decision Tree (J48)
R Jehad, S Yousif, 2020
Al-Nahrain Journal of Science, 23, (4), 49-55
Texture images analysis using fractal extracted attributes
N Yousif, S S.A.R., M Mohammed, A A.J., A Al-Saidi, 2020
International Journal of Innovative Computing, Information and Contro, 16, (4), 1297-1312

Extracting a new fractal and semi-variance attributes for texture images
S Yousif, H Abdul-Wahed, N Al-Saidi, 2019
AIP Conference Proceedings, 2183, (1), 080006
CLUSTER TRACE ANALYSIS FOR PERFORMANCE ENHANCEMENT IN CLOUD COMPUTING ENVIRONMENTS
H MAALA, S YOUSIF, 2019
Journal of theoretical and Applied Information Technology, 97, (7), 2076-2091
Utilizing Arabic WordNet Relations in Arabic Text Classification: New Feature Selection Methods
S Yousif, Z Sultani, V Samawi, 2019

HYBRID FEATURE SELECTION BASED ON MUTUAL INFORMATION AND AUC FOR PARKINSON'S DISEASE CLASSIFICATION
Z SULTANI, S YOUSIF, 2018
Journal of theoretical and Applied Information Technology, 96, (1992-8645), 6053-6063

Clustering cloud workload traces to improve the performance of cloud data centers
S Yousif, A Al-Dulaimy, 2017
Proceedings of the World Congress on Engineering, 1, 7-10
Arabic text classification: The effect of the awn relations weighting scheme
S Yousif, V Samawi, I Elkabani, 2017
Proceedings of the World Congress on Engineering, 2

The effect of combining different semantic relations on arabic text classification
S Yousif, V Samawi, I Elkabani, R Zantout, 2015
World Comput. Sci. Inform. Technol. J, 5, (1), 12-118
Enhancement of Arabic text classification using semantic relations of Arabic WordNet
S Yousif, V Samawi, I Elkaban, R Zantout, 2015
Journal of Computer Science, 11, (3), 498

E-mail Threats Detection
L George, S Yousif, 2006

Enhancement of Arabic Text Classification Using Semantic Relations with Part of Speech Tagger
S Yousif, V SAMAWI, I ELKABANI, R ZANTOUT
W transactions Advances In Electrical And Computer Engineering, 195-201

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