Search Results - light gradient boosting algorithm

Decision Tree with Light Gradient Boosting Algorithm for University Teacher Performance Evaluation

Authors: Jianxun Guo Beibei Zheng Lei Zhang et al.

Source: 2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS). :1-5

An enhanced time efficient technique for image watermarking using ant colony optimization and light gradient boosting algorithm

Authors: Roohie Naaz Mir Vipul Sharma

Source: Journal of King Saud University: Computer and Information Sciences, Vol 34, Iss 3, Pp 615-626 (2022)

Subject Terms: Ant colony optimization, Electronic computers. Computer science, Light gradient boosting algorithm, 0202 electrical engineering, electronic engineering, information engineering, Image watermarking, Fitness function, QA75.5-76.95, 02 engineering and technology, Time enhancement

Access URL: https://doaj.org/article/7cd0dcb2b5094bb996886acf854fcd8e
https://www.sciencedirect.com/science/article/pii/S1319157818310322

Detection of Depressive Symptoms in College Students Using Multimodal Passive Sensing Data and Light Gradient Boosting Machine: Longitudinal Pilot Study.

Authors: Borelli JL Wang Y Li FH et al.

Source: JMIR formative research [JMIR Form Res] 2025 Jun 03; Vol. 9, pp. e67964. Date of Electronic Publication: 2025 Jun 03.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE

MeSH Terms: Students*/psychology , Students*/statistics & numerical data , Depression*/diagnosis , Machine Learning*, Humans ; Female ; Pilot Projects ; Longitudinal Studies ; Male ; Young Adult ; Universities ; Adolescent ; Adult ; Boosting Machine Learning Algorithms

Unique Microbial Characterisation of Oesophageal Squamous Cell Carcinoma Patients with Different Dietary Habits Based on Light Gradient Boosting Machine Learning Classifier.

Authors: Liu S Lin Z Huang Z et al.

Source: Nutrients [Nutrients] 2025 Apr 14; Vol. 17 (8). Date of Electronic Publication: 2025 Apr 14.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Publishing Country of Publication: Switzerland NLM ID: 101521595 Publication Model: Electronic Cited Medium: Internet ISSN: 2072-6643 (Electronic) Linking ISSN: 20726643 NLM ISO Abbreviation: Nutrients Subsets: MEDLINE

MeSH Terms: Esophageal Squamous Cell Carcinoma*/microbiology , Esophageal Neoplasms*/microbiology , Machine Learning* , Feeding Behavior* , Microbiota* , Gastrointestinal Microbiome*, Humans ; Male ; Female ; Middle Aged ; RNA, Ribosomal, 16S/genetics ; Aged ; Bacteria/classification ; Bacteria/genetics ; Diet ; Boosting Machine Learning Algorithms

Research on Pine Wilt Disease Spread Prediction Based on an Improved Light Gradient Boosting Machine Model.

Authors: Zhou H Zhang S Chen Y et al.

Source: Phytopathology [Phytopathology] 2025 Apr; Vol. 115 (4), pp. 410-421. Date of Electronic Publication: 2025 Apr 24.

Publication Type: Journal Article

Journal Info: Publisher: American Phytopathological Society] Country of Publication: United States NLM ID: 9427222 Publication Model: Print-Electronic Cited Medium: Print ISSN: 0031-949X (Print) Linking ISSN: 0031949X NLM ISO Abbreviation: Phytopathology Subsets: MEDLINE

MeSH Terms: Plant Diseases*/statistics & numerical data , Plant Diseases*/microbiology , Plant Diseases*/prevention & control , Pinus*/microbiology, China ; Bayes Theorem ; Boosting Machine Learning Algorithms

Predictive modelling of peroxisome proliferator-activated receptor gamma (PPARγ) IC50 inhibition by emerging pollutants using light gradient boosting machine.

Authors: Awomuti A Yu Z Adesina O et al.

Source: SAR and QSAR in environmental research [SAR QSAR Environ Res] 2025 Feb; Vol. 36 (2), pp. 145-167. Date of Electronic Publication: 2025 Mar 24.

Publication Type: Journal Article

Journal Info: Publisher: Taylor & Francis Country of Publication: England NLM ID: 9440156 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1029-046X (Electronic) Linking ISSN: 1026776X NLM ISO Abbreviation: SAR QSAR Environ Res Subsets: MEDLINE

MeSH Terms: PPAR gamma*/antagonists & inhibitors , Quantitative Structure-Activity Relationship* , Environmental Pollutants*/chemistry , Environmental Pollutants*/toxicity, Inhibitory Concentration 50 ; Algorithms ; Pesticides/chemistry ; Pesticides/toxicity ; Boosting Machine Learning Algorithms

An enhanced time efficient technique for image watermarking using ant colony optimization and light gradient boosting algorithm.

Authors: Sharma, Vipul Mir, Roohie Naaz

Source: Journal of King Saud University - Computer & Information Sciences. Mar2022, Vol. 34 Issue 3, p615-626. 12p.

Subject Terms: Ant algorithms, Boosting algorithms, Digital watermarking, Feature extraction, Discrete cosine transforms, Machine learning

Cluster energy prediction based on multiple strategy fusion whale optimization algorithm and light gradient boosting machine.

Authors: Wei W Mengshan L Yan W et al.

Source: BMC chemistry [BMC Chem] 2024 Jan 30; Vol. 18 (1), pp. 24. Date of Electronic Publication: 2024 Jan 30.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 101741142 Publication Model: Electronic Cited Medium: Internet ISSN: 2661-801X (Electronic) Linking ISSN: 2661801X NLM ISO Abbreviation: BMC Chem Subsets: PubMed not MEDLINE

Classification and Identification of Contaminants in Recyclable Containers Based on a Recursive Feature Elimination-Light Gradient Boosting Machine Algorithm Using an Electronic Nose.

Authors: Ba F Peng P Zhang Y et al.

Source: Micromachines [Micromachines (Basel)] 2023 Oct 31; Vol. 14 (11). Date of Electronic Publication: 2023 Oct 31.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101640903 Publication Model: Electronic Cited Medium: Print ISSN: 2072-666X (Print) Linking ISSN: 2072666X NLM ISO Abbreviation: Micromachines (Basel) Subsets: PubMed not MEDLINE

EHA-LNN: Optimized light gradient-boosting machine enabled neural network for cancer detection using mammography.

Authors: Ganesh Kumar, M. Kocharla, Sreenath Yaswanth, Narikamalli et al.

Source: Biomedical Signal Processing & Control. Jul2025, Vol. 105, pN.PAG-N.PAG. 1p.

Subject Terms: Time complexity, Early detection of cancer, Search algorithms, Mammograms, Breast cancer

IntelliSleepScorer, a software package with a graphic user interface for automated sleep stage scoring in mice based on a light gradient boosting machine algorithm.

Authors: Wang LA Kern R Yu E et al.

Source: Scientific reports [Sci Rep] 2023 Mar 15; Vol. 13 (1), pp. 4275. Date of Electronic Publication: 2023 Mar 15.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Sleep Stages* , Sleep*, Humans ; Mice ; Animals ; Polysomnography ; Algorithms ; Electroencephalography ; Software

Construction of collision-type prediction model based on light gradient boosting machine algorithm and elucidation of data causality and relevance by Bayesian network.

Authors: Wei J Miyazaki Y Kitamura K et al.

Source: Traffic injury prevention [Traffic Inj Prev] 2022; Vol. 23 (sup1), pp. S181-S182. Date of Electronic Publication: 2022 Nov 01.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Taylor & Francis, Inc Country of Publication: England NLM ID: 101144385 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1538-957X (Electronic) Linking ISSN: 15389588 NLM ISO Abbreviation: Traffic Inj Prev Subsets: MEDLINE

MeSH Terms: Accidents, Traffic* , Algorithms*, Humans ; Bayes Theorem ; Machine Learning

Predicting CKD progression using time-series clustering and light gradient boosting machines.

Authors: Saito H Yoshimura H Tanaka K et al.

Source: Scientific reports [Sci Rep] 2024 Jan 19; Vol. 14 (1), pp. 1723. Date of Electronic Publication: 2024 Jan 19.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Renal Insufficiency, Chronic*, Humans ; Glomerular Filtration Rate ; Cluster Analysis ; Time Factors ; Algorithms

Inference of gene regulatory networks based on the Light Gradient Boosting Machine.

Authors: Du Z Zhong X Wang F et al.

Source: Computational biology and chemistry [Comput Biol Chem] 2022 Dec; Vol. 101, pp. 107769. Date of Electronic Publication: 2022 Sep 19.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 101157394 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-928X (Electronic) Linking ISSN: 14769271 NLM ISO Abbreviation: Comput Biol Chem Subsets: MEDLINE

MeSH Terms: Gene Regulatory Networks*/genetics , Algorithms*, Escherichia coli/genetics ; Area Under Curve ; ROC Curve ; Computational Biology/methods

Prediction of the Aqueous Solubility of Compounds Based on Light Gradient Boosting Machines with Molecular Fingerprints and the Cuckoo Search Algorithm.

Authors: Li M Chen H Zhang H et al.

Source: ACS omega [ACS Omega] 2022 Nov 08; Vol. 7 (46), pp. 42027-42035. Date of Electronic Publication: 2022 Nov 08 (Print Publication: 2022).

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101691658 Publication Model: eCollection Cited Medium: Internet ISSN: 2470-1343 (Electronic) Linking ISSN: 24701343 NLM ISO Abbreviation: ACS Omega Subsets: PubMed not MEDLINE

RBPLight: a computational tool for discovery of plant-specific RNA-binding proteins using light gradient boosting machine and ensemble of evolutionary features.

Authors: Pradhan UK Meher PK Naha S et al.

Source: Briefings in functional genomics [Brief Funct Genomics] 2023 Nov 10; Vol. 22 (5), pp. 401-410.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101528229 Publication Model: Print Cited Medium: Internet ISSN: 2041-2657 (Electronic) Linking ISSN: 20412649 NLM ISO Abbreviation: Brief Funct Genomics Subsets: MEDLINE

MeSH Terms: Arabidopsis*/genetics , Arabidopsis*/metabolism, Humans ; Animals ; Mice ; Algorithms ; Biological Evolution ; RNA-Binding Proteins/genetics ; RNA-Binding Proteins/chemistry ; RNA-Binding Proteins/metabolism ; Computational Biology/methods ; Binding Sites

A Graph Representation Approach Based on Light Gradient Boosting Machine for Predicting Drug-Disease Associations.

Authors: Wang Y Liu JX Wang J et al.

Source: Journal of computational biology : a journal of computational molecular cell biology [J Comput Biol] 2023 Aug; Vol. 30 (8), pp. 937-947. Date of Electronic Publication: 2023 Jul 24.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 9433358 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8666 (Electronic) Linking ISSN: 10665277 NLM ISO Abbreviation: J Comput Biol Subsets: MEDLINE

MeSH Terms: Proteins* , Computational Biology*/methods, Reproducibility of Results ; Algorithms

Length of Stay Prediction Model of Indoor Patients Based on Light Gradient Boosting Machine.

Authors: Zeng X; School of Computer Sciences, Universiti Sains Malaysia, Penang 11800, Malaysia.

Source: Computational intelligence and neuroscience [Comput Intell Neurosci] 2022 Aug 30; Vol. 2022, pp. 9517029. Date of Electronic Publication: 2022 Aug 30 (Print Publication: 2022).

Publication Type: Journal Article

Journal Info: Publisher: Hindawi Pub. Corp Country of Publication: United States NLM ID: 101279357 Publication Model: eCollection Cited Medium: Internet ISSN: 1687-5273 (Electronic) NLM ISO Abbreviation: Comput Intell Neurosci Subsets: MEDLINE

MeSH Terms: Algorithms* , Machine Learning*, Humans ; Length of Stay

Gradient boosting-based estimation of oxyhydrogen production in a flat-plate electrolyser using sodium hydroxide electrolyte

Authors: Adoul, Mohammed Amin Subramanian, Balaji Venkatesh, Naveen, Postdoctoral Researcher et al.

Source: Energy Conversion and Management: X. 28

Subject Terms: HHO gas, Flat plate electrolyser, Machine learning, Prediction analys, Operation and Maintenance Engineering, Drift och underhållsteknik

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-114874
https://doi.org/10.1016/j.ecmx.2025.101276

Surrogate-Assisted Differential Evolution Light Gradient Boosting Machine for Mangrove Aboveground Biomass inversion.

Authors: Shen, Yangdi Liao, Zuowen Tian, Yichao et al.

Source: Swarm & Evolutionary Computation. Aug2025, Vol. 97, pN.PAG-N.PAG. 1p.

Subject Terms: Machine learning, Climate change adaptation, Radial basis functions, Differential evolution, Heuristic algorithms