Integrating Genetic Algorithm and LightGBM for QSAR Modeling of Acetylcholinesterase Inhibitors in Alzheimer's Disease Drug Discovery

TR Noviandy, A Maulana, GM Idroes… - Malacca …, 2023 - heca-analitika.com
This study explores the use of Quantitative Structure-Activity Relationship (QSAR) studies
using genetic algorithm (GA) and LightGBM to search for acetylcholinesterase (AChE) …

A fusion of binary grey wolf optimization algorithm with opposition and weighted positioning for feature selection

A Tripathi, KK Bharti, M Ghosh - International Journal of Information …, 2023 - Springer
Among various feature selection methods proposed in literature, meta-heuristic algorithms
as a wrapper-based method are widely used in feature subset selection problems. The …

Analysis of energy consumption of tobacco drying process based on industrial big data

Z Li, Z Feng, Z Zhang, S Sun, J Chen, Y Gao… - Drying …, 2024 - Taylor & Francis
To promote green upgrading, energy conservation, and consumption reduction in the
tobacco manufacturing process, the process relationship between parameters of drying and …

Deep Multilayer Neural Network with Weights Optimization-Based Genetic Algorithm for Predicting Hypothyroid Disease

FZ El-Hassani, F Fatih, NE Joudar… - Arabian Journal for …, 2023 - Springer
Accurate diagnosis and effective treatment of thyroid conditions, such as hypothyroidism and
hyperthyroidism, are crucial due to their wide-ranging symptoms and consequences …

Multi-operator based improved environmental adaptation method for application in real-world optimization problems

R Prakash, Ranvijay - International Journal of Information Technology, 2023 - Springer
Many nature-inspired algorithms have been proposed, but only some handle a broad range
of real-world optimization problems. To improve applicability to a more comprehensive …

Enhancing the predictive capability of a mathematical model for pseudomonas aeruginosa through artificial neural networks

S Naz, GS Kashyap - International Journal of Information Technology, 2024 - Springer
This paper talks about a type of bacterium called Pseudomonas Aeruginosa (PA) that can
infect vulnerable people and can affect hospitals despite years of research. Its distinctive trait …

[PDF][PDF] Prediction of Thyroid Classes Using Feature Selection of AEHOA Based CNN Model for Healthy Lifestyle

R Jopate, PK Pareek, ASZJ Al Hasani - Baghdad Science Journal, 2024 - iasj.net
People with underactive thyroids frequently endure severe symptoms. Correct classification
and machine learning substantially improve thyroid disease diagnosis. This precise …

[引用][C] Malacca Pharmaceutics

TR Noviandy, A Maulana, GM Idroes, NB Maulydia… - 2023