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Publication search results
found 161 matches
- 2024
- Jiuqiang Liu, Shenggui Zhang, Guihai Yu:
Generating functions and counting formulas for spanning trees and forests in hypergraphs. Adv. Appl. Math. 155: 102667 (2024) - 2023
- Yujie Cao, James G. C. Ball, David A. Coomes, Leon Steinmeier, Nikolai Knapp, Phillip Wilkes, Mathias Disney, Kim Calders, Andrew Burt, Yi Lin, Toby D. Jackson:
Benchmarking airborne laser scanning tree segmentation algorithms in broadleaf forests shows high accuracy only for canopy trees. Int. J. Appl. Earth Obs. Geoinformation 123: 103490 (2023) - Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan:
The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests. Artif. Intell. Medicine 137: 102486 (2023) - Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke:
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests. Proc. VLDB Endow. 16(11): 2845-2857 (2023) - Siyu Zhou, Lucas Mentch:
Trees, forests, chickens, and eggs: when and why to prune trees in a random forest. Stat. Anal. Data Min. 16(1): 45-64 (2023) - LinJie Liang, Hao Cui, Alireza Arabameri, Aman Arora, Amir Seyed Danesh:
Landslide susceptibility mapping: application of novel hybridization of rotation forests (RF) and Java decision trees (J48). Soft Comput. 27(22): 17387-17402 (2023) - Lukas-Malte Bammert, Stefan Kramer, Mattia Cerrato, Ernst Althaus:
Privacy-Preserving Learning of Random Forests Without Revealing the Trees. DS 2023: 372-386 - Chinatsu Yonezawa, Tomoki Narisawa:
Classification of Bamboo and Evergreen Japanese Bay Trees From Coastal Sanriku Forests of Northern Japan. IGARSS 2023: 3062-3065 - Tilman Michaeli, Stefan Seegerer, Lennard Kerber, Ralf Romeike:
Data, Trees, and Forests - Decision Tree Learning in K-12 Education. CoRR abs/2305.06442 (2023) - Christian Lülf, Denis Mayr Lima Martins, Marcos Antonio Vaz Salles, Yongluan Zhou, Fabian Gieseke:
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests. CoRR abs/2306.02670 (2023) - David Fleischer, David A. Stephens, Archer Yang:
Accelerating Generalized Random Forests with Fixed-Point Trees. CoRR abs/2306.11908 (2023) - Steven Kelk, Ruben Meuwese:
Agreement forests of caterpillar trees: complexity, kernelization and branching. CoRR abs/2307.12176 (2023) - Derek Cheng, Fernando Cladera Ojeda, Ankit Prabhu, Xu Liu, Alan Zhu, Patrick Corey Green, Reza Ehsani, Pratik Chaudhari, Vijay Kumar:
TreeScope: An Agricultural Robotics Dataset for LiDAR-Based Mapping of Trees in Forests and Orchards. CoRR abs/2310.02162 (2023) - Gábor Timár, György Kovács:
The Conditioning Bias in Binary Decision Trees and Random Forests and Its Elimination. CoRR abs/2312.10708 (2023) - 2022
- Gerhard Tutz:
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles. J. Classif. 39(2): 241-263 (2022) - Rafael A. Melo, Celso C. Ribeiro:
Maximum weighted induced forests and trees: new formulations and a computational comparative review. Int. Trans. Oper. Res. 29(4): 2263-2287 (2022) - Longjun Qin, Peng Mao, Zhenbang Xu, Yang He, Chunhua Yan, Muhammad Hayat, Guo-Yu Qiu:
Accurate Measurement and Assessment of Typhoon-Related Damage to Roadside Trees and Urban Forests Using the Unmanned Aerial Vehicle. Remote. Sens. 14(9): 2093 (2022) - Zhichao Wang, Xin Lu, Feng An, Lijun Zhou, Xiangjun Wang, Zhihao Wang, Huaiqing Zhang, Ting Yun:
Integrating Real Tree Skeleton Reconstruction Based on Partial Computational Virtual Measurement (CVM) with Actual Forest Scenario Rendering: A Solid Step Forward for the Realization of the Digital Twins of Trees and Forests. Remote. Sens. 14(23): 6041 (2022) - Christophe Dutang, Quentin Guibert:
An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. Stat. Comput. 32(1): 6 (2022) - Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees. CVPR 2022: 285-294 - Muntasir Wahed, Mazharul Islam, Xiaowei Wu, Hongxiao Zhu:
Fast Simulation of Trees and Forests for Bat-inspired Sonar Sensing. ICICT 2022: 198-202 - Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On Preferred Abductive Explanations for Decision Trees and Random Forests. IJCAI 2022: 643-650 - Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen:
Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests. ECML/PKDD (5) 2022: 531-546 - Tilman Michaeli, Stefan Seegerer, Lennard Kerber, Ralf Romeike:
Data, Trees, and Forests - Decision Tree Learning in K-12 Education. Teaching ML 2022: 37-41 - 2021
- Guido Bologna:
A Rule Extraction Technique Applied to Ensembles of Neural Networks, Random Forests, and Gradient-Boosted Trees. Algorithms 14(12): 339 (2021) - Jasmine Ye Nakayama, Joyce C. Ho, Emily Cartwright, Roy L. Simpson, Vicki Stover Hertzberg:
Predictors of progression through the cascade of care to a cure for hepatitis C patients using decision trees and random forests. Comput. Biol. Medicine 134: 104461 (2021) - Tomack Gilmore:
Trees, Forests, and Total Positivity: I. $q$-Trees and $q$-Forests Matrices. Electron. J. Comb. 28(3) (2021) - Jiang Zhou, Changjiang Bu, Hong-Jian Lai:
Edge-disjoint spanning trees and forests of graphs. Discret. Appl. Math. 299: 74-81 (2021) - Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Adam R. Benjamin:
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks. Ecol. Informatics 63: 101302 (2021) - Matheus Pinheiro Ferreira, Rodolfo Georjute Lotte, Francisco V. D'Elia, Christos Stamatopoulos, Do-Hyung Kim, Maria Beatriz Nogueira Ribeiro, Adam R. Benjamin:
Corrigendum to "Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks". Ecol. Informatics 64: 101326 (2021)
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