Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms
Author(s) -
Sahar K. Hussin,
Salah Abdel-Mageid,
Adel Alkhalil,
Yasser Omar,
Mahmoud I. Marie,
Rabie Α. Ramadan
Publication year - 2021
Publication title -
complexity
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.447
H-Index - 61
eISSN - 1099-0526
pISSN - 1076-2787
DOI - 10.1155/2021/6675279
Subject(s) - oversampling , computer science , virtual screening , spark (programming language) , machine learning , process (computing) , data mining , set (abstract data type) , artificial intelligence , big data , algorithm , data set , drug discovery , fingerprint (computing) , bioinformatics , computer network , bandwidth (computing) , biology , programming language , operating system
Communication and Computers Engineering Department Alshrouck Academy, Cairo, Egypt Computer Engineering Department, Collage of Comp. Science and Engineering, Taibah University, Medina, Saudi Arabia College of Computer Science and Engineering, University of Hai’l, Hai’l, Saudi Arabia Arab Academy for Science Technology and Maritime Transport, Cairo, Egypt Computer and System Engineering Department, Al-Azhar University, Cairo, Egypt Computer Engineering Department, Cairo Universality, Cairo, Egypt
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