Opinion mining on US Airline Twitter data using machine learning techniques

AI Saad - 2020 16th international computer engineering …, 2020 - ieeexplore.ieee.org
The Airline sector is an important field nowadays in the market. In order to keep that sector
alive and up to date we have to consider opinion mining. Text sentiment analysis is a …

Predicting drug interaction with adenosine receptors using machine learning and SMOTE techniques

AI Saad, YMK Omar, FA Maghraby - IEEE Access, 2019 - ieeexplore.ieee.org
Cancer is one of the most influential factors causing death in the world. Adenosine which is
a molecule, found in all human cells by coupling with G protein it turns into an adenosine …

Ensemble Learning Models for Drug Target Interaction Prediction

M Mohan - … Conference on Applied Artificial Intelligence and …, 2022 - ieeexplore.ieee.org
Drug discovery is a crucial phase before drug development since it is the most essential and
distinctive means of testing all medications prior to their medical usage. Other processes in …

Firefly Algorithm Under-Sampling (FAUS) in Handling Imbalance Data on Drug Target Interaction Prediction

DN Purba, G Khoerunnisa… - 2024 12th International …, 2024 - ieeexplore.ieee.org
The drug and target interaction are essential in drug discovery to know how the drug
interacts with the target. The identification process needs laboratory experiment, which …

Machine learning classifiers based on predicting membrane protein using decision tree and random forest

AJ Deen, M Gyanchandani - 2020 Fourth International …, 2020 - ieeexplore.ieee.org
Bioinformatics protein data was used for drug design, finding diseases, a gene for a living
organism, immune relation, etc. Analysis of protein data is hard to see its full range functions …

Implementation of Gravitational Search Algorithm-Ensemble in Predicting of Drug Side Effect: Case Study Hepatobiliary Disorders

MR Wiliatama, RR Septiawan… - … on Computer Science …, 2023 - ieeexplore.ieee.org
A drug is a mixture of substances that can prevent, reduce and cure disease. Besides being
able to prevent disease, drugs can cause side effects. It is the fourth leading cause of death …