Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 8

Results: 29

PolieDRO: a novel classification and regression framework with non-parametric data-driven regularization.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5807, doi. 10.1007/s10994-024-06544-9

By:

Gutierrez, Tomás;
Valladão, Davi;
Pagnoncelli, Bernardo K.

Publication type:

Article

A survey on interpretable reinforcement learning.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5847, doi. 10.1007/s10994-024-06543-w

By:

Glanois, Claire;
Weng, Paul;
Zimmer, Matthieu;
Li, Dong;
Yang, Tianpei;
Hao, Jianye;
Liu, Wulong

Publication type:

Article

Coresets for kernel clustering.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5891, doi. 10.1007/s10994-024-06540-z

By:

Jiang, Shaofeng H. -C.;
Krauthgamer, Robert;
Lou, Jianing;
Zhang, Yubo

Publication type:

Article

Structure discovery in PAC-learning by random projections.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5685, doi. 10.1007/s10994-024-06531-0

By:

Kabán, Ata;
Reeve, Henry

Publication type:

Article

Ijuice: integer JUstIfied counterfactual explanations.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5731, doi. 10.1007/s10994-024-06530-1

By:

Kuratomi, Alejandro;
Miliou, Ioanna;
Lee, Zed;
Lindgren, Tony;
Papapetrou, Panagiotis

Publication type:

Article

An effective keyword search co-occurrence multi-layer graph mining approach.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5773, doi. 10.1007/s10994-024-06528-9

By:

Bolorunduro, Janet Oluwasola;
Zou, Zhaonian;
Bah, Mohamed Jaward

Publication type:

Article

Stress detection with encoding physiological signals and convolutional neural network.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5655, doi. 10.1007/s10994-023-06509-4

By:

Quadrini, Michela;
Capuccio, Antonino;
Falcone, Denise;
Daberdaku, Sebastian;
Blanda, Alessandro;
Bellanova, Luca;
Gerard, Gianluca

Publication type:

Article

Recurrent segmentation meets block models in temporal networks.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5623, doi. 10.1007/s10994-023-06507-6

By:

Wickrama Arachchi, Chamalee;
Tatti, Nikolaj

Publication type:

Article

Mental stress detection from ultra-short heart rate variability using explainable graph convolutional network with network pruning and quantisation.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5467, doi. 10.1007/s10994-023-06504-9

By:

Adarsh, V.;
Gangadharan, G. R.

Publication type:

Article

Empirical analysis of performance assessment for imbalanced classification.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5533, doi. 10.1007/s10994-023-06497-5

By:

Gaudreault, Jean-Gabriel;
Branco, Paula

Publication type:

Article

Event causality extraction through external event knowledge learning and polyhedral word embedding.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 1, doi. 10.1007/s10994-023-06477-9

By:

Wei, Xiao;
Huang, Chenyang;
Zhu, Nengjun

Publication type:

Article

PANACEA: a neural model ensemble for cyber-threat detection.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5379, doi. 10.1007/s10994-023-06470-2

By:

AL-Essa, Malik;
Andresini, Giuseppina;
Appice, Annalisa;
Malerba, Donato

Publication type:

Article

GS<sup>2</sup>P: a generative pre-trained learning to rank model with over-parameterization for web-scale search.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5331, doi. 10.1007/s10994-023-06469-9

By:

Li, Yuchen;
Xiong, Haoyi;
Kong, Linghe;
Bian, Jiang;
Wang, Shuaiqiang;
Chen, Guihai;
Yin, Dawei

Publication type:

Article

Paf-tracker: a novel pre-frame auxiliary and fusion visual tracker.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5577, doi. 10.1007/s10994-023-06466-y

By:

Liang, Wei;
Ding, Derui;
Yu, Hui

Publication type:

Article

Multi-agent reinforcement learning for fast-timescale demand response of residential loads.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5203, doi. 10.1007/s10994-023-06460-4

By:

Mai, Vincent;
Maisonneuve, Philippe;
Zhang, Tianyu;
Nekoei, Hadi;
Paull, Liam;
Lesage-Landry, Antoine

Publication type:

Article

Entity recognition based on heterogeneous graph reasoning of visual region and text candidate.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5351, doi. 10.1007/s10994-023-06456-0

By:

Wang, Xinzhi;
Zhu, Nengjun;
Li, Jiahao;
Chang, Yudong;
Li, Zhennan

Publication type:

Article

Solving imbalanced learning with outlier detection and features reduction.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5273, doi. 10.1007/s10994-023-06448-0

By:

Lusito, Salvatore;
Pugnana, Andrea;
Guidotti, Riccardo

Publication type:

Article

Learning sample-aware threshold for semi-supervised learning.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5423, doi. 10.1007/s10994-023-06425-7

By:

Wei, Qi;
Feng, Lei;
Sun, Haoliang;
Wang, Ren;
He, Rundong;
Yin, Yilong

Publication type:

Article

DPG: a model to build feature subspace against adversarial patch attack.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5601, doi. 10.1007/s10994-023-06417-7

By:

Xue, Yunsheng;
Wen, Mi;
He, Wei;
Li, Weiwei

Publication type:

Article

GMMSampling: a new model-based, data difficulty-driven resampling method for multi-class imbalanced data.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5183, doi. 10.1007/s10994-023-06416-8

By:

Naglik, Iwo;
Lango, Mateusz

Publication type:

Article

GVFs in the real world: making predictions online for water treatment.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5151, doi. 10.1007/s10994-023-06413-x

By:

Janjua, Muhammad Kamran;
Shah, Haseeb;
White, Martha;
Miahi, Erfan;
Machado, Marlos C.;
White, Adam

Publication type:

Article

Libsignal: an open library for traffic signal control.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5235, doi. 10.1007/s10994-023-06412-y

By:

Mei, Hao;
Lei, Xiaoliang;
Da, Longchao;
Shi, Bin;
Wei, Hua

Publication type:

Article

Survey on extreme learning machines for outlier detection.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5495, doi. 10.1007/s10994-023-06375-0

By:

Kiani, Rasoul;
Jin, Wei;
Sheng, Victor S.

Publication type:

Article

DOC3: deep one class classification using contradictions.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5109, doi. 10.1007/s10994-023-06362-5

By:

Dhar, Sauptik;
Gonzalez-Torres, Bernardo

Publication type:

Article

Fraud detection with natural language processing.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5087, doi. 10.1007/s10994-023-06354-5

By:

Boulieris, Petros;
Pavlopoulos, John;
Xenos, Alexandros;
Vassalos, Vasilis

Publication type:

Article

A survey of class-imbalanced semi-supervised learning.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5057, doi. 10.1007/s10994-023-06344-7

By:

Gui, Qian;
Zhou, Hong;
Guo, Na;
Niu, Baoning

Publication type:

Article

TSFuse: automated feature construction for multiple time series data.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5001, doi. 10.1007/s10994-021-06096-2

By:

De Brabandere, Arne;
Op De Beéck, Tim;
Hendrickx, Kilian;
Meert, Wannes;
Davis, Jesse

Publication type:

Article

An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 4977, doi. 10.1007/s10994-021-05990-z

By:

Hancer, Emrah

Publication type:

Article

Transforming variables to central normality.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 4953, doi. 10.1007/s10994-021-05960-5

By:

Raymaekers, Jakob;
Rousseeuw, Peter J.

Publication type:

Article