Výsledky vyhledávání - "Gradient-boosting algorithms"

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

Autoři: Tian, Xue-Chan Nie, Shuai Domingues, Douglas a další

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

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

Popis souboru: electronic

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

Analysis and development of risk prediction models for chronic opioid use after surgery: a cohort study using the nationwide database

Autoři: Jonghae Kim Hyun-Lim Yang Eugene Kim a další

Zdroj: Korean Journal of Anesthesiology, Vol 78, Iss 5, Pp 429-442 (2025)

Témata: dependence, opioid, gradient boosting algorithms, machine learning, postoperative period, prediction methods, machine, surgical procedures, operative, Anesthesiology, RD78.3-87.3

Popis souboru: electronic resource

Relation: http://ekja.org/upload/pdf/kja-24831.pdf; https://doaj.org/toc/2005-6419; https://doaj.org/toc/2005-7563

Přístupová URL adresa: https://doaj.org/article/52378890d3e74f4f9ba94ad2ab5a4bc7

Meta Learning Strategies for Comparative and Efficient Adaptation to Financial Datasets

Autoři: Kubra Noor Ubaida Fatima

Zdroj: IEEE Access, Vol 13, Pp 24158-24170 (2025)

Témata: gradient boosting algorithms, machine learning in finance, Meta-learning techniques, advanced feature selection, dynamic predictive models, financial market prediction, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Přístupová URL adresa: https://doaj.org/article/bc59e6f80d0b47268029a9e7f45cb179

Construction and Application of Carbon Emissions Estimation Model for China Based on Gradient Boosting Algorithm

Autoři: Dongjie Guan Yitong Shi Lilei Zhou a další

Zdroj: Remote Sensing, Vol 17, Iss 14, p 2383 (2025)

Témata: carbon emission forecasting, county level, gradient boosting algorithms, spatiotemporal patterns, SHAP interpretation, Science

Popis souboru: electronic resource

Relation: https://www.mdpi.com/2072-4292/17/14/2383; https://doaj.org/toc/2072-4292

Přístupová URL adresa: https://doaj.org/article/4acc578eb0134741bd02b2a727f372df

Comparative Analysis of Gradient-Boosting Ensembles for Estimation of Compressive Strength of Quaternary Blend Concrete

Autoři: Ismail B. Mustapha Muyideen Abdulkareem Taha M. Jassam a další

Zdroj: International Journal of Concrete Structures and Materials, Vol 18, Iss 1, Pp 1-24 (2024)

Témata: Compressive strength, Quaternary blend concrete, Gradient-boosting algorithms, Ensemble machine learning, Systems of building construction. Including fireproof construction, concrete construction, TH1000-1725

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2234-1315

Přístupová URL adresa: https://doaj.org/article/c79848ea92844d20bb84a6f50ba1f103

In-silico Mutajenite Tahmini için Hibrit Metasezgisel Tabanlı Özellik Seçimi Çerçevesi

Autoři: Yılmaz, Özlem Gumustas, Enis Çakmak Pehlivanlı, Ayça

Zdroj: Volume: 7, Issue: 2116-128
Journal of Intelligent Systems: Theory and Applications
Zeki Sistemler Teori ve Uygulamaları Dergisi

Témata: Makine Öğrenme (Diğer), Machine Learning, Feature Selection, Metaheuristics, Gradient Boosting Algorithms, Mutagenicity Prediction, In-Silico Modelling, Veri Yönetimi ve Veri Bilimi (Diğer), Makine Öğrenmesi, Özellik Seçimi, Metasezgisel, Gradyan Boosting Algoritmaları, Mutajenite Tahmini, In-Silico Modelleme, Machine Learning (Other), Data Management and Data Science (Other)

Popis souboru: application/pdf

Přístupová URL adresa: https://dergipark.org.tr/tr/pub/jista/issue/87334/1468153

Fraud detection under the unbalanced class based on gradient boosting

Autoři: Raya Alothman Hassanein Ali Talib Mazin S. Mohammed

Zdroj: Eastern-European Journal of Enterprise Technologies; Vol. 2 No. 2 (116) (2022): Information technology. Industry control systems; 6-12
Eastern-European Journal of Enterprise Technologies; Том 2 № 2 (116) (2022): Інформаційні технології. Системи управління в промисловості; 6-12

Témata: machine learning, gradient boosting algorithms, моделювання кредитного шахрайства, алгоритми підвищення градієнта, unbalanced data, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, credit fraud modeling, машинне навчання, незбалансовані дані, 02 engineering and technology

Popis souboru: application/pdf

Přístupová URL adresa: http://journals.uran.ua/eejet/article/view/254922

Design of an Intrusion Detection Model for IoT-Enabled Smart Home

Autoři: Deepti Rani Nasib Singh Gill Preeti Gulia a další

Zdroj: IEEE Access, Vol 11, Pp 52509-52526 (2023)

Témata: Machine learning classification algorithms, ensemble classifiers, gradient boosting algorithms, light gradient boosting machines (LGBM), and intrusion detection systems (IDS), Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/10124866/; https://doaj.org/toc/2169-3536

Přístupová URL adresa: https://doaj.org/article/a1a91a94b0ba488e8a2e6fd531fda6d0

Exploring the PV Power Forecasting at Building Façades Using Gradient Boosting Methods

Autoři: Polo Martínez, Jesús Martín Chivelet, Nuria Alonso Abella, Miguel a další

Přispěvatelé: Polo Martínez, Jesús Martín Chivelet, Nuria Alonso Abella, Miguel a další

Témata: 728.036, 620.92, BIPV, PV power forecasting, Machine learning, Gradient boosting algorithms, Física de materiales, Física (Química), 2212.03 Energía (Física)

Popis souboru: application/pdf

Relation: info:eu-repo/grantAgreement/MICINN/PID2021-124910OB-C3; https://hdl.handle.net/20.500.14352/103514

Dostupnost: https://hdl.handle.net/20.500.14352/103514
https://doi.org/10.3390/en16031495

Classification and Prediction of Wafer Yield Using Gradient Boosting Algorithms:A Focus on Lithography Inline Parameters

Autoři: Islam, Mohammed Nizamul Islam, Md Tarekul Dhali, Maruf A. a další

Přispěvatelé: Islam, Mohammed Nizamul Islam, Md Tarekul Dhali, Maruf A. a další

Zdroj: Islam, M N, Islam, M T & Dhali, M A 2025, Classification and Prediction of Wafer Yield Using Gradient Boosting Algorithms : A Focus on Lithography Inline Parameters. in A Abdelgawad, A Jamil & A A Hameed (eds), 2025 IEEE 4th International Conference on Computing and Machine Intelligence, ICMI 2025 - Proceedings. 2025 IEEE 4th International Conference on Computing and Machine Intelligence, ICMI 2025 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 4th IEEE International Conference on Computing and Machine Intelligence, ICMI 2025, Michigan, United States, 05/04/2025. https://doi.org/10.1109/ICMI65310.2025.11141195

Témata: Gradient Boosting Algorithms, GridSearchCV, Hyperparameter tuning, LightGBM, Machine Learning in the semiconductor industry, Mean Absolute Error (MAE), Mean Squared Error (MSE), Photolithography, R-squared value, Semiconductor yield analysis

Relation: info:eu-repo/semantics/altIdentifier/hdl/https://hdl.handle.net/11370/5aac0283-d516-4017-80bc-777cbe95d0d4; info:eu-repo/semantics/altIdentifier/isbn/9798331509132; urn:ISBN:9798331509132

Dostupnost: https://hdl.handle.net/11370/5aac0283-d516-4017-80bc-777cbe95d0d4
https://research.rug.nl/en/publications/5aac0283-d516-4017-80bc-777cbe95d0d4
https://doi.org/10.1109/ICMI65310.2025.11141195
https://www.scopus.com/pages/publications/105017004505

Predicting Airbnb Prices in Dubai using Machine Learning

Autoři: Altamimi, Hamad Younus

Zdroj: Theses

Témata: Airbnb Dubai, Ensemble modeling, Gradient boosting algorithms, Hyperparameter tuning, Random forest ensemble technique, Rental prices prediction

Popis souboru: application/pdf

Relation: https://repository.rit.edu/theses/12033; https://repository.rit.edu/context/theses/article/13167/viewcontent/HAltamimiThesis1_2025.pdf

Dostupnost: https://repository.rit.edu/theses/12033
https://repository.rit.edu/context/theses/article/13167/viewcontent/HAltamimiThesis1_2025.pdf

Fraud Detection Under the Unbalanced Class Based on Gradient Boosting

Autoři: Alothman, R. (Raya) Talib, H. A. (Hassanein) Mohammed, M. S. (Mazin)

Zdroj: Eastern-European Journal of Enterprise Technologies

Témata: Indonesia, машинне навчання, machine learning, моделювання кредитного шахрайства, незбалансовані дані, алгоритми підвищення градієнта, credit fraud modeling, unbalanced data, gradient boosting algorithms

Popis souboru: application/pdf

Dostupnost: https://www.neliti.com/publications/609370/fraud-detection-under-the-unbalanced-class-based-on-gradient-boosting

Comparative Analysis of ML based Gradient Boosting Algorithms: XGBoost, CatBoost, and LightGBM

Autoři: Bhargava Kumar Tejaswini Kumar

Témata: Gradient Boosting Algorithms, XGBoost, CatBoost, LightGBM, Predictive Modeling

Relation: https://zenodo.org/records/12666689; oai:zenodo.org:12666689; https://doi.org/10.5281/zenodo.12666689

Dostupnost: https://doi.org/10.5281/zenodo.12666689
https://zenodo.org/records/12666689

Machine Learning-Based Lightning Localization Algorithm Using Lightning-Induced Voltages on Transmission Lines

Autoři: Karami, Hamidreza Mostajabi, Amirhossein Azadifar, Mohammad a další

Přispěvatelé: Karami, Hamidreza Mostajabi, Amirhossein Azadifar, Mohammad a další

Zdroj: ISSN: 0018-9375 ; IEEE Transactions on Electromagnetic Compatibility ; https://hal.archives-ouvertes.fr/hal-03589923 ; IEEE Transactions on Electromagnetic Compatibility, Institute of Electrical and Electronics Engineers, 2020, 62 (6), pp.2512-2519. ⟨10.1109/TEMC.2020.2978429⟩.

Témata: Lightning Localization, Machine Learning, Transients on Transmission Lines, Gradient Boosting Algorithms, [PHYS.PHYS.PHYS-OPTICS]Physics [physics]/Physics [physics]/Optics [physics.optics]

Relation: info:eu-repo/grantAgreement//737033/EU/Laser Lightning Rod/LLR; hal-03589923; https://hal.archives-ouvertes.fr/hal-03589923; https://hal.archives-ouvertes.fr/hal-03589923/document; https://hal.archives-ouvertes.fr/hal-03589923/file/3.%20Source_localization_Final_Version.pdf

Dostupnost: https://hal.archives-ouvertes.fr/hal-03589923
https://hal.archives-ouvertes.fr/hal-03589923/document
https://hal.archives-ouvertes.fr/hal-03589923/file/3.%20Source_localization_Final_Version.pdf
https://doi.org/10.1109/TEMC.2020.2978429

Vývoj a evaluace skóringových modelů pro bankovní retailový sektor ; Development and Evaluation of Scoring Models for the Banking Retail Sector

Autoři: Brachtlová, Gabriela Witzany, Jiří Jouda, Jan

Přispěvatelé: Brachtlová, Gabriela Witzany, Jiří Jouda, Jan

Témata: rating, validation, calibration, credit risk management, scoring model, neural networks, machine learning, credit risk, scoring, Random Forest, gradient boosting algorithms, logistic regression, decision trees, LightGBM, validace, logistická regrese, rozhodovací stromy, gradient boosting algoritmy, kreditní riziko, řízení kreditního rizika, skóringový model, kalibrace, skóring, strojové učení, neuronové sítě

Popis souboru: application/pdf

Relation: https://vskp.vse.cz/eid/98052

Dostupnost: https://vskp.vse.cz/eid/98052

Application of machine-learning algorithms for tephrochronology: a case study of Plio-Quaternary volcanic fields in the South Aegean Active Volcanic Arc

Autoři: Uslular, Göksu Kıyıkçı, Fatih Karaarslan, Enis a další

Přispěvatelé: Uslular, Göksu Kıyıkçı, Fatih Karaarslan, Enis a další

Témata: Tephrochronology, Machine-learning, Gradient boosting algorithms, Imbalanced data, South Aegean Active Volcanic Arc

Popis souboru: application/pdf

Relation: EARTH SCIENCE INFORMATICS; Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı; https://hdl.handle.net/20.500.12809/9909

Dostupnost: https://hdl.handle.net/20.500.12809/9909
https://doi.org/10.1007/s12145-022-00797-5

Automation of price prediction using machine learning in a large furniture company

Autoři: Ghorbanali, Mojtaba

Témata: Price Prediction, Machine learning, Regression analysis, Gradient boosting algorithms, LightGBM, XGBoost, Computer Sciences, Datavetenskap (datalogi)

Popis souboru: application/pdf

Dostupnost: http://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-58921

Tree-Based Modeling Methods to Predict Nitrate Exceedances in the Ogallala Aquifer in Texas

Autoři: Venkatesh Uddameri Ana Silva Sreeram Singaraju a další

Zdroj: Water
Volume 12
Issue 4

Témata: random forests, Ogallala Aquifer, 2. Zero hunger, gradient boosting algorithms, 0207 environmental engineering, MARS, 02 engineering and technology, 15. Life on land, water quality, 01 natural sciences, 6. Clean water, machine learning, nitrate, 13. Climate action, CART, aquifer vulnerability, 0105 earth and related environmental sciences

Popis souboru: application/pdf

Přístupová URL adresa: https://www.mdpi.com/2073-4441/12/4/1023/pdf
https://www.mdpi.com/2073-4441/12/4/1023
https://www.mdpi.com/2073-4441/12/4/1023/pdf

Tree-based modeling methods to predict nitrate exceedances in the Ogallala aquifer in Texas

Autoři: Uddameri, Venkatesh Silva, Ana Luiza Bessa Singaraju, Sreeram a další

Témata: Aquifer vulnerability, CART, Gradient boosting algorithms, Machine learning, MARS, Nitrate, Ogallala aquifer, Random forests, Water quality, geo, envir

Relation: https://hdl.handle.net/2346/92199

Dostupnost: https://hdl.handle.net/2346/92199

Machine learning classification of internet worms and ransomware attacks and effect of BGP feature properties

Autoři: Takhar, Hardeep Kaur

Témata: Communication networks, Cybersecurity, Intrusion Detection, Malware, Worms, Ransomware attacks, Anomaly detection, Border Gateway Protocol, Goodness of fit test, Supervised and unsupervised machine learning, Feature selection, Gradient boosting algorithms

Dostupnost: https://summit.sfu.ca/_flysystem/fedora/2023-05/etd22483.pdf