Prediction of the Aqueous Solubility of Compounds Based on Light Gradient Boosting Machines with Molecular Fingerprints and the Cuckoo Search Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "ACS Omega"
DOI: 10.1021/acsomega.2c03885
Abstract: Aqueous solubility is one of the most important physicochemical properties in drug discovery. At present, the prediction of aqueous solubility of compounds is still a challenging problem. Machine learning has shown great potential in solubility… read more here.
Keywords: solubility compounds; prediction aqueous; solubility; light gradient ... See more keywords
Configurable Fast Block Partitioning for VVC Intra Coding Using Light Gradient Boosting Machine
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3108671
Abstract: This article presents a configurable fast block partitioning decision for Versatile Video Coding (VVC) intra-frame prediction using Light Gradient Boosting Machine (LGBM). VVC further improves the coding efficiency by introducing a Quadtree with nested Multi-Type… read more here.
Keywords: configurable fast; block partitioning; light gradient; fast block ... See more keywords
Detecting UAV Presence Using Convolution Feature Vectors in Light Gradient Boosting Machine
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3227192
Abstract: The growing number of Unmanned Aerial Vehicle (UAV) applications brings with it, a rising number of privacy concerns. The high availability of commercial drones is also increasing the need for strict regulations. As far away… read more here.
Keywords: boosting machine; light gradient; gradient boosting; detecting uav ... See more keywords