Výsledky vyhľadávania - "BOOSTING algorithms"

Dynamic Grade Prediction in Programming Education Using Time-Series XGBoost and SHAP Analysis.

Autori: Qiu, Jing Shi, Chunmei

Zdroj: International Journal of Software Engineering & Knowledge Engineering. Dec2025, Vol. 35 Issue 12, p1763-1787. 25p.

Predmety: *FORECASTING, *TIME series analysis, MACHINE learning, BOOSTING algorithms, EDUCATIONAL support, COMPUTER programming education

A novel fusion of interpretable boosting algorithm and feature selection for predicting casing damage.

Autori: Juan Li Fargalla, Mandella Ali M. Wei Yan a ďalší

Zdroj: Petroleum Science (KeAi Communications Co.). Oct2025, Vol. 22 Issue 10, p4157-4173. 17p.

Predmety: *PETROLEUM production, FEATURE selection, BOOSTING algorithms, PREDICTION models, SANDSTONE

Health Misinformation Detection: Approaches, Challenges and Opportunities.

Autori: Feng, Xiaoye Luo, Jia Yang, Yang a ďalší

Zdroj: Inquiry (00469580). 11/4/2025, Vol. 62, p1-35. 35p.

Predmety: *CROWDSOURCING, *DATA analysis, *INTERPROFESSIONAL relations, *INFORMATION resources, *NATURAL language processing, *BLOCKCHAINS, *ARTIFICIAL neural networks, *MATHEMATICAL models, *DECISION trees, *INFORMATION resources management, *ALGORITHMS, *PROFESSIONAL competence, BOOSTING algorithms, SOCIAL media, HEALTH literacy, MEDICAL logic, RANDOM forest algorithms, LANGUAGE & languages, DISINFORMATION, MEMORY bias, HEALTH status indicators, HEALTH, AT-risk people, PRIVACY, DATA curation, HEALTH policy, PHONOLOGICAL awareness, MISINFORMATION, ANXIETY, EMOTIONS, PSYCHOLOGICAL well-being, AFFECTIVE disorders, SUPPORT vector machines, DETECTION algorithms, INTENTION, PSYCHOLOGICAL stress, TRUST, METADATA, PSYCHOMETRICS, MACHINE learning, CONCEPTS, SEMANTICS, SOCIODEMOGRAPHIC factors, ACCURACY, RESOURCE-limited settings, PUBLIC health, THEORY, SENSITIVITY & specificity (Statistics), MEDICAL ethics, SOCIAL isolation, EDUCATIONAL attainment, GENETICS, COGNITION, GENERALIZED anxiety disorder, MENTAL depression, PSYCHOSOCIAL factors

Modelling dependent censoring in time-to-event data using boosting copula regression.

Autori: Strömer, Annika Klein, Nadja Van Keilegom, Ingrid a ďalší

Zdroj: Lifetime Data Analysis. Oct2025, Vol. 31 Issue 4, p994-1016. 23p.

Predmety: *DATA analysis, SURVIVAL analysis (Biometry), BOOSTING algorithms, FEATURE selection, COLON cancer, METADATA

Boosting GMM With Many Instruments When Some Are Invalid And/Or Irrelevant.

Autori: Hao, Hao Lee, Tae‐Hwy

Zdroj: Oxford Bulletin of Economics & Statistics. Oct2025, Vol. 87 Issue 5, p899-912. 14p.

Predmety: *GENERALIZED method of moments, *MONTE Carlo method, BOOSTING algorithms, PREDICTION models, PHYSICS instruments, DEPENDENT variables

PlantLncBoost: key features for plant lncRNA identification and significant improvement in accuracy and generalization

Autori: Tian, Xue-Chan Nie, Shuai Domingues, Douglas a ďalší

Zdroj: New Phytologist. 247(3):1538-1549

Predmety: feature selection, Fourier transform, gradient boosting algorithms, long noncoding RNAs (lncRNAs), model selection, ORF coverage

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-240920
https://doi.org/10.1111/nph.70211

Self-training phishing detection model using AI.

Autori: Gowtham, Tirukala Satwik, Vishwaroju Mani Gupta, Sannidhi V. J. M. a ďalší

Zdroj: AIP Conference Proceedings. 10/31/2025, Vol. 3343 Issue 1, p1-8. 8p.

Predmety: *PHISHING, *BOOSTING algorithms, *REAL-time computing, *INTERNET security, *SUPERVISED learning, *MACHINE learning

Detection of lung cancer mutation based on clinical and morphological features using adaptive boosting method.

Autori: Muflikhah, Lailil Nurfansepta, Amira G. Santoso, Edy a ďalší

Zdroj: International Journal of Systematic Innovation. Aug2025, Vol. 9 Issue 4, p32-41. 10p.

Predmety: LUNG cancer, BOOSTING algorithms, MORPHOLOGY, NONINVASIVE diagnostic tests, MACHINE learning, DNA mutational analysis, FEATURE selection, SYMPTOMS

A novel generalised extreme value gradient boosting decision tree for the class imbalanced problem in credit scoring.

Autori: Zhang, Junfeng Calabrese, Raffaella Dong, Yizhe

Zdroj: Journal of the Operational Research Society. Aug2025, Vol. 76 Issue 8, p1513-1530. 18p.

Predmety: *DECISION trees, *EMPIRICAL research, *DISTRIBUTION (Probability theory), *CREDIT ratings, BOOSTING algorithms

Improving the forecast performance of landslide susceptibility mapping by using ensemble gradient boosting algorithms.

Autori: Ha, Hang Bui, Quynh Duy Tran, Dinh Trong a ďalší

Zdroj: Environment, Development & Sustainability. Aug2025, Vol. 27 Issue 8, p18409-18443. 35p.

Predmety: *FORECASTING, *RISK management in business, LANDSLIDES, BOOSTING algorithms, MACHINE learning, HAZARD mitigation, TOPOGRAPHY, LANDSLIDE hazard analysis

Geografický termín: VIETNAM

Identification of Investment-Ready SMEs: A Machine Learning Framework to Enhance Equity Access and Economic Growth.

Autori: Gogas, Periklis Papadimitriou, Theophilos Goumenidis, Panagiotis a ďalší

Zdroj: Forecasting. Sep2025, Vol. 7 Issue 3, p51. 36p.

Predmety: *SMALL business, *ECONOMIC expansion, *ARTIFICIAL intelligence, *EMPIRICAL research, *RISK assessment, *CAPITAL financing, *STOCK ownership, BOOSTING algorithms

Korporácia: EUROPEAN Central Bank

Semiparametric Estimation for Error-Prone Partially Linear Single-Index Models.

Autori: Chen, Li-Pang Wu, Jou-Chin Yi, Grace Y.

Zdroj: Journal of Computational & Graphical Statistics. Sep2025, p1-33. 33p. 2 Illustrations.

Predmety: *LINEAR statistical models, *QUANTITATIVE research, MEASUREMENT errors, BOOSTING algorithms, FEATURE selection, NONPARAMETRIC estimation, ASYMPTOTIC normality

A tree-based varying coefficient model.

Autori: Zakrisson, Henning Lindholm, Mathias

Zdroj: Computational Statistics. Dec2025, Vol. 40 Issue 9, p5105-5134. 30p.

Predmety: *BOOSTING algorithms, *STATISTICAL models, *FEATURE selection, *DECISION trees

Constructing a Predictive Model for STH and Schistosomiasis Classification From Microscopic Images.

Autori: Belachew, Etefa Calpotura, Kris Adamu, Abrham a ďalší

Zdroj: BioMed Research International. 11/29/2025, Vol. 2025, p1-17. 17p.

Predmety: *SCHISTOSOMIASIS diagnosis, *BOOSTING algorithms, *RANDOM forest algorithms, *PREDICTION models, *RECEIVER operating characteristic curves, *CONVOLUTIONAL neural networks, *DESCRIPTIVE statistics, *HELMINTHIASIS, *EXPERIMENTAL design, *SUPPORT vector machines, *DEEP learning, *HELMINTHS, *MICROSCOPY, *DIGITAL image processing, *MACHINE learning, *COMPARATIVE studies, *DECISION trees

Geografický termín: ETHIOPIA

Machine learning‐based analysis of interaction effects among influencing factors on the resilient modulus of stabilized aggregate base.

Autori: Guo, Meng Zhou, Mengmeng Du, Xiuli a ďalší

Zdroj: Computer-Aided Civil & Infrastructure Engineering. 11/28/2025, Vol. 40 Issue 28, p5253-5268. 16p.

Predmety: *MACHINE learning, *BOOSTING algorithms, *RANDOM forest algorithms, *SENSITIVITY analysis, *ELASTIC modulus

XGBoost-based analysis of maternal and biochemical factors associated with spontaneous preterm birth: a retrospective cohort study.

Autori: Gao, Ying Huang, Xiaoqin Tan, Caihua a ďalší

Zdroj: BMC Pregnancy & Childbirth. 11/18/2025, Vol. 25 Issue 1, p1-10. 10p.

Predmety: *BOOSTING algorithms, *RISK assessment, *CESAREAN section, *RESEARCH funding, *RECEIVER operating characteristic curves, *PREDICTION models, *ALPHA fetoproteins, *BODY mass index, *UTERINE cervix incompetence, *PREMATURE infants, *BLOOD proteins, *LOGISTIC regression analysis, *HYPERTENSION, *RETROSPECTIVE studies, *DESCRIPTIVE statistics, *LONGITUDINAL method, *MEDICAL records, *ACQUISITION of data, *STATISTICS, *PREGNANCY complications, *CONFIDENCE intervals, *DATA analysis software, *MACHINE learning, *BIOMARKERS, *SENSITIVITY & specificity (Statistics)

Geografický termín: CHINA

LiteBoost: a lightweight and explainable boosting model for predicting polymer density from SMILES data.

Autori: Nguyen-Sy, Tuan Do-Trung, Hieu Nguyen-Hoang, Nam a ďalší

Zdroj: Journal of Computer-Aided Molecular Design. 11/14/2025, Vol. 39 Issue 2, p1-16. 16p.

Predmety: *BOOSTING algorithms, *MACHINE learning, *MATHEMATICAL optimization, *PREDICTION models, *POLYMERS

The association between social factors and migraine or severe headache in men: a secondary analysis of national population-based studies with machine learning models.

Autori: Yu, Zhe Zhang, Jiaxin He, Mianwang a ďalší

Zdroj: Journal of Headache & Pain. 11/12/2025, Vol. 26 Issue 1, p1-10. 10p.

Predmety: *BOOSTING algorithms, *RANDOM forest algorithms, *PREDICTION models, *POPULATION-based case control, *SECONDARY analysis, *CLUSTER analysis (Statistics), *T-test (Statistics), *INCOME, *HEADACHE, *SOCIAL factors, *STATISTICAL sampling, *LOGISTIC regression analysis, *QUESTIONNAIRES, *PSYCHOLOGY of men, *MANN Whitney U Test, *CHI-squared test, *DESCRIPTIVE statistics, *SUPPORT vector machines, *ODDS ratio, *RACE, *STATISTICS, *MACHINE learning, *DECISION trees, *CONFIDENCE intervals, *DATA analysis software, *MIGRAINE, *OBESITY, *EMPLOYMENT, *DISEASE risk factors

Geografický termín: CHINA

Evaluation of machine learning approaches for estimating individualized treatment regimens for time-to-event outcomes in observational studies.

Autori: Lipkovich, Ilya Kadziola, Zbigniew Gao, Chenyin a ďalší

Zdroj: Statistics in Biopharmaceutical Research. Nov2025, p1-26. 26p. 5 Illustrations.

Predmety: *MACHINE learning, *BOOSTING algorithms, *SCIENTIFIC observation, *INDIVIDUALIZED medicine, *SURVIVAL rate, *SIMULATION methods & models

State of Health Estimation Method for Pure Electric Vehicle Power Batteries Based on Grid Search Cross‐Validation‐Extreme Gradient Boosting.

Autori: FengWu, Shan YueYa, Zhang XingBing, Duan a ďalší

Zdroj: Energy Science & Engineering. Nov2025, p1. 17p. 14 Illustrations.

Predmety: *ELECTRIC vehicles, *BOOSTING algorithms, *OPTIMIZATION algorithms, *STORAGE batteries, *EMPIRICAL research