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XGBoost

swMATH ID: 21035
Software Authors: Tianqi Chen, Carlos Guestrin
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; R; LightGBM; ElemStatLearn; AdaBoost.MH; GitHub; TensorFlow; Adam; shap; ranger; Python; Keras; randomForest; ImageNet; LIBLINEAR; glmnet; C4.5; xgboost; CatBoost
Cited in: 151 Publications
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Cited by 476 Authors

7 Urban, Josef
3 Chvalovský, Karel
3 Gupta, Gopal K.
3 Jakubův, Jan
3 Olšák, Miroslav
3 Piotrowski, Bartosz
3 Shakerin, Farhad
3 Verbeke, Wouter
2 Baesens, Bart
2 Bergmeir, Christoph
2 Bertsimas, Dimitris John
2 Boissier, Martin
2 du Jardin, Philippe
2 Goertzel, Zarathustra Amadeus
2 Hoos, Holger H.
2 Li, Haochen
2 Petitjean, François
2 Schlosser, Rainer
2 Shah, Rajen Dinesh
2 Suda, Martin
2 Van der Laan, Mark Johannes
2 Wang, Huaduo
2 Webb, Geoffrey I.
2 Xia, Jiangjiang
2 Yu, Chen
2 Zhang, Pingwen
2 Zhang, Ye
2 Zombori, Zsolt
1 Aas, Kjersti
1 Abolghasemi, Mahdi
1 Adelman, Daniel
1 Adibi, M. A.
1 Adomavicius, Gediminas
1 Akalin, Altuna
1 Alaa, Ahmed M.
1 Aljbaae, S.
1 Alkinani, Monagi H.
1 Alowibdi, Jalal S.
1 Alturki, Nazik M.
1 Antulov-Fantulin, Nino
1 Aziz, Wajid
1 Baniecki, Hubert
1 Barati Farimani, Amir
1 Barletta, W.
1 Bastos, João A.
1 Beaumont, Jean-François
1 Ben-Itzhak, Yaniv
1 Benkeser, David
1 Berendonk, Stephan
1 Berk, Richard A.
1 Biau, Gérard
1 Biecek, Przemysław
1 Birge, John R.
1 Bischl, Bernd
1 Blaauwbroek, Lasse
1 Blomberg, Jeanette
1 Boehmke, Brad
1 Boland, Natashia L.
1 Bornn, Luke
1 Bosa, Keven
1 Bostanabad, Ramin
1 Boulesteix, Anne-Laure Isabeau
1 Braun, Danielle
1 Brown, Chad Edward
1 Browne, James C.
1 Bühlmann, Peter
1 Bulavas, Viktoras
1 Buntine, Wray L.
1 Burns, Randal
1 Cadre, Benoît
1 Cao, Chenjie
1 Cao, Shuangliang
1 Cao, Wei
1 Cao, Xiaochun
1 Carrizosa, Emilio
1 Carruba, V.
1 Černỳ, Prokop
1 Cervone, Daniel
1 Chandna, Akshat
1 Charlebois, Joanne
1 Chen, Haowen
1 Chen, Hong
1 Chen, Jian
1 Chen, Li-Pang
1 Chen, Luo
1 Chen, Mayru
1 Chen, Shunqin
1 Chen, Wufan
1 Chong, Yutian
1 Chou, Chia-Ching
1 Chu, Kenneth C.-K.
1 Chung, Jaewon
1 Conde, David
1 Cooper, Joshua N.
1 Coqueret, Guillaume
1 Cortez, Paulo César
1 Das, Sourish
1 Deng, Bing-Qing
1 Deval, Gaurav
1 Digalakis, Vassilis jun.
...and 376 more Authors
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Cited in 67 Serials

15 European Journal of Operational Research
13 Machine Learning
5 Computational Statistics and Data Analysis
5 Journal of Machine Learning Research (JMLR)
5 Computational & Mathematical Methods in Medicine
4 INFORMS Journal on Computing
4 Mathematical Biosciences and Engineering
4 The Annals of Applied Statistics
3 Computers & Operations Research
3 Annals of Operations Research
3 Data Mining and Knowledge Discovery
2 Computer Methods in Applied Mechanics and Engineering
2 Journal of Fluid Mechanics
2 Information Sciences
2 Operations Research
2 Neural Networks
2 Computational Statistics
2 Computational Geosciences
2 Quantitative Finance
2 Theory and Practice of Logic Programming
2 ASTIN Bulletin
2 Communications in Computational Physics
2 Mathematical Geosciences
2 Algorithms
2 Journal of Computational and Graphical Statistics
1 Artificial Intelligence
1 Journal of Computational Physics
1 The Mathematical Gazette
1 Physics Reports
1 Chaos, Solitons and Fractals
1 The Annals of Statistics
1 Applied Mathematics and Computation
1 Automatica
1 Journal of the American Statistical Association
1 Insurance Mathematics & Economics
1 Operations Research Letters
1 Journal of Economic Dynamics & Control
1 AI Communications
1 Economics Letters
1 Celestial Mechanics and Dynamical Astronomy
1 SIAM Journal on Optimization
1 Test
1 International Journal of Computer Vision
1 Top
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Informatica (Vilnius)
1 Scandinavian Actuarial Journal
1 Decisions in Economics and Finance
1 Journal of Jilin University. Science Edition
1 Journal of the Korean Statistical Society
1 Advances in Data Analysis and Classification. ADAC
1 Statistical Analysis and Data Mining
1 Vestnik Yuzhno-Ural’skogo Gosudarstvennogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie
1 Journal of Control Science and Engineering
1 European Actuarial Journal
1 Communications in Applied and Industrial Mathematics
1 Journal of Theoretical Biology
1 Algorithmic Finance
1 Bayesian Analysis
1 Springer Series in Statistics
1 Springer Texts in Statistics
1 Journal of Statistical Distributions and Applications
1 Journal of the Japan Statistical Society. Japanese Issue
1 Use R!
1 SN Operations Research Forum
1 SIAM Journal on Mathematics of Data Science
1 Chapman & Hall/CRC Computational Biology Series

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