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XGBoost

swMATH ID: 21035
Software Authors: Chen, Tianqi; Guestrin, Carlos
Description: XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way. The same code runs on major distributed environment (Hadoop, SGE, MPI) and can solve problems beyond billions of examples
Homepage: https://github.com/dmlc/xgboost
Source Code:  https://github.com/dmlc/xgboost
Related Software: Scikit; UCI-ml; LightGBM; ElemStatLearn; R; shap; AdaBoost.MH; GitHub; CatBoost; xgboost; Adam; TensorFlow; SMOTE; C4.5; glmnet; Keras; Python; ranger; randomForest; ImageNet
Cited in: 281 Documents
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Cited by 880 Authors

8 Urban, Josef
4 Jakubův, Jan
3 Bergmeir, Christoph
3 Bertsimas, Dimitris John
3 Chvalovský, Karel
3 Dombry, Clément
3 du Jardin, Philippe
3 Ferri-García, Ramón
3 Gupta, Gopal
3 Olšák, Miroslav
3 Piotrowski, Bartosz
3 Webb, Geoffrey I.
2 Aas, Kjersti
2 Baesens, Bart
2 Berk, Richard A.
2 Biau, Gérard
2 Bischl, Bernd
2 Boissier, Martin
2 Braun, Danielle
2 Cadre, Benoît
2 Castro-Martín, Luis
2 Chang, Wenjun
2 Díaz, Iván M.
2 Duchamps, Jean-Jil
2 Dunn, Jack
2 Goertzel, Zarathustra Amadeus
2 Hahn, P. Richard
2 Hoos, Holger H.
2 Izbicki, Rafael
2 Jullum, Martin
2 Kim, Hyunjoong
2 Lessmann, Stefan
2 Li, Haochen
2 Lin, Shaobo
2 Løland, Anders
2 Marques-Silva, João P.
2 Mues, Christophe
2 Niu, Xufeng
2 Patsolic, Jesse L.
2 Petitjean, François
2 Rueda García, Maria del Mar
2 Schlosser, Rainer
2 Shah, Rajen Dinesh
2 Shakerin, Farhad
2 Suda, Martin
2 Tang, Shaojie
2 Tomita, Tyler M.
2 Van der Laan, Mark Johannes
2 vanden Broucke, Seppe
2 Verbeke, Wouter
2 Vogelstein, Joshua T.
2 Wang, Huaduo
2 Xia, Jiangjiang
2 Xu, Jie
2 Yu, Chen
2 Zhang, Pingwen
2 Zhang, Ye
2 Zombori, Zsolt
1 Abba, Mohamed A.
1 Abdulrashid, Ismail
1 Abolghasemi, Mahdi
1 Adelman, Daniel
1 Adibi, M. A.
1 Adomavicius, Gediminas
1 Ahmed, Abdulaziz
1 Akalin, Altuna
1 Aksoy, İ. Gökhan
1 Alaa, Ahmed M.
1 Alaejos, Guillermo
1 Aldinucci, Tommaso
1 Ales, Zacharie
1 Alexopoulos, Angelos
1 Aljbaae, S.
1 Alkinani, Monagi H.
1 Allen, Theodore T.
1 Alonso-Jordá, Pedro
1 Alowibdi, Jalal S.
1 Alturki, Nazik M.
1 Aminah, Siti
1 Amram, Maxime
1 Antulov-Fantulin, Nino
1 Applebaum, Victor
1 Aramideh, Soroush
1 Ardaneswari, Gianinna
1 Arroyo, Jesús
1 Astudillo-Estévez, Pablo
1 Aziz, Wajid
1 Baardman, Lennart
1 Bachoc, François
1 Bai, Yang
1 Bakas, Nikolaos P.
1 Baniecki, Hubert
1 Barati Farimani, Amir
1 Barddal, Jean Paul
1 Barletta, W.
1 Barnwal, Avinash
1 Bassiliades, Nick
1 Bastos, João A.
1 Basu, Sanjay
1 Beaumont, Jean-François
...and 780 more Authors
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Cited in 112 Serials

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16 Machine Learning
12 Annals of Operations Research
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8 Data Mining and Knowledge Discovery
8 The Annals of Applied Statistics
6 Computers & Operations Research
5 Journal of the American Statistical Association
5 Computational Statistics and Data Analysis
5 INFORMS Journal on Computing
5 Journal of Applied Statistics
5 Journal of Machine Learning Research (JMLR)
5 Mathematical Biosciences and Engineering
5 Computational & Mathematical Methods in Medicine
5 Journal of Computational and Graphical Statistics
4 Computer Methods in Applied Mechanics and Engineering
4 Neural Networks
4 Quantitative Finance
3 The Annals of Statistics
3 Computational Statistics
3 Communications in Statistics. Simulation and Computation
3 European Actuarial Journal
3 SN Operations Research Forum
2 Journal of Fluid Mechanics
2 Journal of the Franklin Institute
2 Physica A
2 Biometrics
2 Operations Research
2 Journal of Economic Dynamics & Control
2 Economics Letters
2 Top
2 Computational Geosciences
2 Theory and Practice of Logic Programming
2 ASTIN Bulletin
2 MATCH - Communications in Mathematical and in Computer Chemistry
2 Communications in Computational Physics
2 Mathematical Geosciences
2 Algorithms
2 Statistics and Computing
2 Bayesian Analysis
2 Statistical Theory and Related Fields
2 SIAM Journal on Mathematics of Data Science
1 Artificial Intelligence
1 Journal of Computational Physics
1 The Mathematical Gazette
1 Nuclear Physics. B
1 Physics Reports
1 ACM Transactions on Mathematical Software
1 Applied Mathematics and Computation
1 Automatica
1 Biometrical Journal
1 International Statistical Review
1 Journal of Computational and Applied Mathematics
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1 Mathematics and Computers in Simulation
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1 Insurance Mathematics & Economics
1 Operations Research Letters
1 Computational Mechanics
1 AI Communications
1 Computational Mathematics and Mathematical Physics
1 Automation and Remote Control
1 Journal of Statistical Computation and Simulation
1 Stochastic Processes and their Applications
1 Mathematical Programming. Series A. Series B
1 Celestial Mechanics and Dynamical Astronomy
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1 International Journal of Computer Vision
1 Lifetime Data Analysis
1 Engineering Analysis with Boundary Elements
1 Bernoulli
1 International Transactions in Operational Research
1 Constraints
1 Journal of Nonparametric Statistics
1 International Journal of Computational Fluid Dynamics
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Informatica (Vilnius)
1 European Journal of Mechanics. A. Solids
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