基本信息
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Bio
I am R&D engineer specialized in machine learning, big data problems, and graphical models (Bayesian networks and dynamic Bayesian networks) for classification, and time-series data.
1. DATA SCIENCE: Supervised learning for regressions and classification (KNN, CART, Random Forest, Bagging, Stacking, SVM, Bayesian networks, graphical models, linear and logistic regression, data visualization (feature selection, discretization, PCA)) and Unsupervised learning (clustering (K-means, CART) and interfere dynamic interaction and casual networks).
2. MATHEMATICS: Theory of machine learning, the theory of applied statics, measure probability theory, and numerical analysis.
3. BIG DATA: Manipulate high dimensional data with nonparametric approaches (LASSO, Random Forest and SVM) to perform high accuracy in regression, classification or interfering the intercalation and casual networks.
4. Computer Languages: R, Python, MATLAB, SQL, C, and C++.
Research Interests
Papers共 22 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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Shms Alduha Abualhassan,Abdulnaser I. Nour, Sameh Atout,Zahran Daraghma,Kamel Jebreen, Rami Moh’d Alzebdieh
Discover Sustainabilityno. 1 (2024): 1-21
South African Journal of Chemical Engineering (2024): 333-337
EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICSno. 1 (2024): 180-200
European Journal of Pure and Applied Mathematicsno. 2 (2024): 690-709
Iyad Ali,Dania Haddad,Mostafa A. Soliman,Ahmed Al-Sabi,Kamel Jebreen, Dana Abuzahra, Bakrieh Shrara, Diana Ghanayem,Nihal Natour,Mohanad Hassan, M. Yasser Alsedfy,Duha Shellah,
BMC Nephrologyno. 1 (2024): 20-20
Kamel Jebreen,Eqbal Radwan, Wafa Kammoun-Rebai,Etimad Alattar,Afnan Radwan, Walaa Safi,Walaa Radwan,Mohammed Alajez
BMC Medical Educationno. 1 (2024): 1-19
Human Arenasno. 3 (2024): 1-30
crossref(2024)
South African Journal of Chemical Engineering (2023): 221-227
Research Square (Research Square) (2023)
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Author Statistics
#Papers: 19
#Citation: 24
H-Index: 2
G-Index: 4
Sociability: 5
Diversity: 0
Activity: 1
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