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Filling gaps of black-sky surface albedo of the Arctic sea ice using gradient boosting and brightness temperature data

Peer-reviewed
Open access
DOI
10.1016/j.jag.2022.102701
Jääskeläinen, Emmihenna; Manninen, Terhikki; Hakkarainen, Janne; Tamminen, Johanna
International Journal of Applied Earth Observation and Geoinformation2022Publications information icon

User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.3038490
Ben Issaid, Chaouki; Anton-Haro, Carles; Mestre, Xavier; Alouini, Mohamed-Slim
IEEE access2020Publications information icon

Explainable machine learning (XML) framework for seismic assessment of structures using Extreme Gradient Boosting (XGBoost)

Peer-reviewed
Open access
DOI
10.1016/j.engstruct.2025.119621
Gharagoz, Masoum M.; Noureldin, Mohamed; Kim, Jinkoo
Engineering Structures2025Publications information icon

Explainable Steel Quality Prediction System Based on Gradient Boosting Decision Trees

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2022.3185607
Takalo-Mattila, Janne; Heiskanen, Mikko; Kyllönen, Vesa; Maatta, Leena; Bogdanoff, Agne
IEEE Access2022Publications information icon

Age-Boosting Page Replacement Scheme

Peer-reviewed
Tang, Haitao; Simula, O.; Raatikainen, K.
-1997Publications information icon

Machine Learning-based Defect Coverage Boosting of Analog Circuits under Measurement Variations

Peer-reviewed
Open access
DOI
10.1145/3408063
Xama, Nektar; Andraud, Martin; Gomez, Jhon; Esen, Baris; Dobbelaere, Wim; Vanhooren, Ronny; Coyette,...
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS2020Publications information icon

Pointwise gradient estimates

Peer-reviewed
DOI
10.1016/j.na.2011.11.021
Kuusi, Tuomo; Mignione, Giuseppe
NONLINEAR ANALYSIS: THEORY METHODS AND APPLICATIONS2012Publications information icon

Indoor Positioning via Gradient Boosting Enhanced with Feature Augmentation using Deep Learning

Peer-reviewed
Open access
Goharfar, Ashkan; Babaki, Jaber; Rasti, Mehdi; Nardelli, Pedro H., J.
IEEE Vehicular Technology Conference2022Publications information icon

Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images

Peer-reviewed
DOI
10.1080/10106049.2020.1737974
Hamedianfar, Alireza; Gibril, Mohamed Barakat A.; Hosseinpoor, Mohammadjavad; Pellikka, Petri K. E.
Geocarto International2022Publications information icon

Boosting Business with Machine Learning based Automated Visual Data Processing: Results of Finnish Company Interviews

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.2993669
Palviainen, Marko; Harviainen, Tatu; Lopez, Miguel Bordallo; Mäntyjärvi, Jani
IEEE Access2020

Filling gaps of black-sky surface albedo of the Arctic sea ice using gradient boosting and brightness temperature data

Peer-reviewed
Open access
DOI
10.1016/j.jag.2022.102701
2022

User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.3038490
2020

Explainable machine learning (XML) framework for seismic assessment of structures using Extreme Gradient Boosting (XGBoost)

Peer-reviewed
Open access
DOI
10.1016/j.engstruct.2025.119621
2025

Explainable Steel Quality Prediction System Based on Gradient Boosting Decision Trees

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2022.3185607
2022

Age-Boosting Page Replacement Scheme

Peer-reviewed
1997

Machine Learning-based Defect Coverage Boosting of Analog Circuits under Measurement Variations

Peer-reviewed
Open access
DOI
10.1145/3408063
2020

Pointwise gradient estimates

Peer-reviewed
DOI
10.1016/j.na.2011.11.021
2012

Indoor Positioning via Gradient Boosting Enhanced with Feature Augmentation using Deep Learning

Peer-reviewed
Open access
2022

Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images

Peer-reviewed
DOI
10.1080/10106049.2020.1737974
2022

Boosting Business with Machine Learning based Automated Visual Data Processing: Results of Finnish Company Interviews

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.2993669
2020