Get started
Keyword

Hoeffding tree

Description: An incremental decision-tree learning algorithm that uses statistical bounds to choose splits from streaming data.
OpenAlex ID: keywords/hoeffding-tree
MOA: Massive Online Analysis
2010 · Albert Bifet, Geoffrey Holmes, et al. · Research Commons (University of Waikato) · 1,261
PDF
New ensemble methods for evolving data streams
2009 · Albert Bifet, Geoff Holmes, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 570
PDF
Adaptive Learning from Evolving Data Streams
2009 · Albert Bifet, Ricard Gavaldà · Lecture notes in computer science · 512
Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm
2013 · Dariusz Brzezinski, Jerzy Stefanowski · IEEE Transactions on Neural Networks and Learning Systems · 425
Crop Prediction Model Using Machine Learning Algorithms
2023 · Ersin Elbasi, Chamseddine ZAKI, et al. · Applied Sciences · 332
PDF
Decision Trees for Mining Data Streams Based on the McDiarmid's Bound
2012 · Leszek Rutkowski, Lena Pietruczuk, et al. · IEEE Transactions on Knowledge and Data Engineering · 193
Extremely Fast Decision Tree
2018 · Chaitanya Manapragada, Geoffrey I. Webb, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 188
PDF
A large-scale comparison of concept drift detectors
2018 · Roberto Souto Maior Barros, Silas Garrido T. Carvalho Santos · Information Sciences · 164
Streaming Random Patches for Evolving Data Stream Classification
2019 · Heitor Murilo Gomes, Jesse Read, et al. · Proceedings · 153
Decision Trees for Mining Data Streams Based on the Gaussian Approximation
2013 · Leszek Rutkowski, Maciej Jaworski, et al. · IEEE Transactions on Knowledge and Data Engineering · 153
New Options for Hoeffding Trees
2007 · Bernhard Pfahringer, Geoffrey Holmes, et al. · Springer eBooks · 148
Scalable and efficient multi-label classification for evolving data streams
2012 · Jesse Read, Albert Bifet, et al. · Machine Learning · 147
PDF
Liver Disease Prediction by Using Different Decision Tree Techniques
2018 · Nazmun Nahar, Ferdous Ara · International Journal of Data Mining & Knowledge Management Process · 130
PDF
The online performance estimation framework: heterogeneous ensemble learning for data streams
2017 · Jan N. van Rijn, Geoffrey Holmes, et al. · Machine Learning · 128
PDF
New Splitting Criteria for Decision Trees in Stationary Data Streams
2017 · Maciej Jaworski, Piotr Duda, et al. · IEEE Transactions on Neural Networks and Learning Systems · 109
GIS-based comparative study of Bayes network, Hoeffding tree and logistic model tree for landslide susceptibility modeling
2021 · Wenwu Chen, Shuai Zhang · CATENA · 96
Fast Perceptron Decision Tree Learning from Evolving Data Streams
2010 · Albert Bifet, Geoff Holmes, et al. · Lecture notes in computer science · 95
PDF
Accelerating Crop Yield: Multisensor Data Fusion and Machine Learning for Agriculture Text Classification
2023 · A. Reyana, Sandeep Kautish, et al. · IEEE Access · 87
PDF
FAHT: An Adaptive Fairness-aware Decision Tree Classifier
2019 · Wenbin Zhang, Eirini Ntoutsi · International Joint Conference on Artificial Intelligence · 85
PDF
An overview and comprehensive comparison of ensembles for concept drift
2019 · Roberto Souto Maior de Barros, Silas Garrido T. de Carvalho Santos · Information Fusion · 85
Improving Hoeffding Trees
2007 · Richard Kirkby · Research Commons (University of Waikato) · 80
PDF
Online tree-based ensembles and option trees for regression on evolving data streams
2014 · Elena Ikonomovska, João Gama, et al. · Neurocomputing · 73
PDF
State of health prediction for lithium-ion battery using a gradient boosting-based data-driven method
2021 · Pengliang Qin, Linhui Zhao, et al. · Journal of Energy Storage · 69
Forest trees for on-line data
2004 · João Gama, Pedro Medas, et al. · ACM Symposium on Applied Computing · 69
Prediction of hospital no-show appointments through artificial intelligence algorithms
2019 · Sarab AlMuhaideb, Osama Alswailem, et al. · Annals of Saudi Medicine · 68
Works count: 563
Citation count: 8,549
Year
Topic
Type