Online first articles
Articles not assigned to an issue 122 articles
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PolieDRO: a novel classification and regression framework with non-parametric data-driven regularization
Authors
- Tomás Gutierrez
- Davi Valladão
- Bernardo K. Pagnoncelli
- Content type: OriginalPaper
- Published: 15 April 2024
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Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
Authors (first, second and last of 8)
- Susobhan Ghosh
- Raphael Kim
- Susan Murphy
- Content type: OriginalPaper
- Published: 10 April 2024
This is part of 1 collection: -
Exposing and explaining fake news on-the-fly
Authors (first, second and last of 5)
- Francisco de Arriba-Pérez
- Silvia García-Méndez
- Juan Carlos Burguillo
- Content type: OriginalPaper
- Open Access
- Published: 10 April 2024
This is part of 1 collection: -
Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning
Authors
- Kejie Tang
- Weidong Liu
- Xiaojun Mao
- Content type: OriginalPaper
- Published: 08 April 2024
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Utilizing reinforcement learning for de novo drug design
Authors (first, second and last of 4)
- Hampus Gummesson Svensson
- Christian Tyrchan
- Morteza Haghir Chehreghani
- Content type: OriginalPaper
- Open Access
- Published: 08 April 2024
This is part of 1 collection: -
Learning explanatory logical rules in non-linear domains: a neuro-symbolic approach
Authors
- Andreas Bueff
- Vaishak Belle
- Content type: OriginalPaper
- Open Access
- Published: 08 April 2024
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Generalization bounds for learning under graph-dependence: a survey
Authors
- Rui-Ray Zhang
- Massih-Reza Amini
- Content type: OriginalPaper
- Published: 03 April 2024
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Correction: Adversarial concept drift detection under poisoning attacks for robust data stream mining
Authors
- Łukasz Korycki
- Bartosz Krawczyk
- Content type: Correction
- Published: 02 April 2024
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An effective keyword search co-occurrence multi-layer graph mining approach
Authors
- Janet Oluwasola Bolorunduro
- Zhaonian Zou
- Mohamed Jaward Bah
- Content type: OriginalPaper
- Published: 02 April 2024
This is part of 1 collection: -
Training data influence analysis and estimation: a survey
Authors
- Zayd Hammoudeh
- Daniel Lowd
- Content type: OriginalPaper
- Open Access
- Published: 29 March 2024
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Machine learning with a reject option: a survey
Authors (first, second and last of 5)
- Kilian Hendrickx
- Lorenzo Perini
- Jesse Davis
- Content type: OriginalPaper
- Published: 29 March 2024
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Personalization for web-based services using offline reinforcement learning
Authors (first, second and last of 8)
- Pavlos Athanasios Apostolopoulos
- Zehui Wang
- Igor L. Markov
- Content type: OriginalPaper
- Published: 28 March 2024
This is part of 1 collection: -
Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?
Authors (first, second and last of 6)
- Hanh Thi Hong Tran
- Matej Martinc
- Senja Pollak
- Content type: OriginalPaper
- Open Access
- Published: 27 March 2024
This is part of 1 collection: -
When are they coming? Understanding and forecasting the timeline of arrivals at the FC Barcelona stadium on match days
Authors (first, second and last of 6)
- Feliu Serra-Burriel
- Pedro Delicado
- Imanol Eguskiza
- Content type: OriginalPaper
- Open Access
- Published: 26 March 2024
This is part of 1 collection: -
Ijuice: integer JUstIfied counterfactual explanations
Authors (first, second and last of 5)
- Alejandro Kuratomi
- Ioanna Miliou
- Panagiotis Papapetrou
- Content type: OriginalPaper
- Open Access
- Published: 26 March 2024
This is part of 1 collection: -
Bounding the Rademacher complexity of Fourier neural operators
Authors
- Taeyoung Kim
- Myungjoo Kang
- Content type: OriginalPaper
- Open Access
- Published: 26 March 2024
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Structure discovery in PAC-learning by random projections
Authors
- Ata Kabán
- Henry Reeve
- Content type: OriginalPaper
- Open Access
- Published: 26 March 2024
This is part of 1 collection: -
Optimal clustering from noisy binary feedback
Authors (first, second and last of 4)
- Kaito Ariu
- Jungseul Ok
- Seyoung Yun
- Content type: OriginalPaper
- Open Access
- Published: 22 March 2024
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Gradient boosted trees for evolving data streams
Authors (first, second and last of 4)
- Nuwan Gunasekara
- Bernhard Pfahringer
- Albert Bifet
- Content type: OriginalPaper
- Open Access
- Published: 22 March 2024
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TOCOL: improving contextual representation of pre-trained language models via token-level contrastive learning
Authors (first, second and last of 7)
- Keheng Wang
- Chuantao Yin
- Zhang Xiong
- Content type: OriginalPaper
- Published: 18 March 2024
This is part of 1 collection: -
Correction to: A neural meta-model for predicting winter wheat crop yield
Authors
- Yogesh Bansal
- David Lillis
- M.-Tahar Kechadi
- Content type: Correction
- Published: 15 March 2024
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Stress detection with encoding physiological signals and convolutional neural network
Authors (first, second and last of 7)
- Michela Quadrini
- Antonino Capuccio
- Gianluca Gerard
- Content type: OriginalPaper
- Published: 15 March 2024
This is part of 1 collection: -
Glacier: guided locally constrained counterfactual explanations for time series classification
Authors (first, second and last of 5)
- Zhendong Wang
- Isak Samsten
- Panagiotis Papapetrou
- Content type: OriginalPaper
- Open Access
- Published: 13 March 2024
This is part of 1 collection: -
Neural network relief: a pruning algorithm based on neural activity
Authors (first, second and last of 4)
- Aleksandr Dekhovich
- David M. J. Tax
- Miguel A. Bessa
- Content type: OriginalPaper
- Published: 05 March 2024
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Tackle balancing constraints in semi-supervised ordinal regression
Authors
- Chenkang Zhang
- Heng Huang
- Bin Gu
- Content type: OriginalPaper
- Published: 04 March 2024
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An encoding approach for stable change point detection
Authors
- Xiaodong Wang
- Fushing Hsieh
- Content type: OriginalPaper
- Open Access
- Published: 28 February 2024
This is part of 1 collection: -
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
Authors
- Antonio Candelieri
- Andrea Ponti
- Francesco Archetti
- Content type: OriginalPaper
- Open Access
- Published: 28 February 2024
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Dynamic datasets and market environments for financial reinforcement learning
Authors (first, second and last of 9)
- Xiao-Yang Liu
- Ziyi Xia
- Jian Guo
- Content type: OriginalPaper
- Published: 26 February 2024
This is part of 1 collection: -
Correction to: Multi-agent reinforcement learning for fast-timescale demand response of residential loads
Authors (first, second and last of 6)
- Vincent Mai
- Philippe Maisonneuve
- Antoine Lesage-Landry
- Content type: Correction
- Published: 23 February 2024
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Re-attentive experience replay in off-policy reinforcement learning
Authors (first, second and last of 4)
- Wei Wei
- Da Wang
- Jiye Liang
- Content type: OriginalPaper
- Published: 22 February 2024
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Reinforcement learning tutor better supported lower performers in a math task
Authors (first, second and last of 12)
- Sherry Ruan
- Allen Nie
- Emma Brunskill
- Content type: OriginalPaper
- Open Access
- Published: 09 February 2024
This is part of 1 collection: -
Goal exploration augmentation via pre-trained skills for sparse-reward long-horizon goal-conditioned reinforcement learning
Authors
- Lisheng Wu
- Ke Chen
- Content type: OriginalPaper
- Open Access
- Published: 05 February 2024
This is part of 1 collection: -
Goal-conditioned offline reinforcement learning through state space partitioning
Authors
- Mianchu Wang
- Yue Jin
- Giovanni Montana
- Content type: OriginalPaper
- Open Access
- Published: 05 February 2024
This is part of 1 collection: -
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network
Authors (first, second and last of 7)
- Songwen Pei
- Jiyao Wang
- Mingsong Chen
- Content type: OriginalPaper
- Published: 31 January 2024
This is part of 1 collection: -
Reduced implication-bias logic loss for neuro-symbolic learning
Authors
- Hao-Yuan He
- Wang-Zhou Dai
- Ming Li
- Content type: OriginalPaper
- Published: 30 January 2024
This is part of 1 collection: -
Recurrent segmentation meets block models in temporal networks
Authors
- Chamalee Wickrama Arachchi
- Nikolaj Tatti
- Content type: OriginalPaper
- Open Access
- Published: 30 January 2024
This is part of 1 collection: -
Paf-tracker: a novel pre-frame auxiliary and fusion visual tracker
Authors
- Wei Liang
- Derui Ding
- Hui Yu
- Content type: OriginalPaper
- Published: 24 January 2024
This is part of 1 collection: -
DPG: a model to build feature subspace against adversarial patch attack
Authors (first, second and last of 4)
- Yunsheng Xue
- Mi Wen
- Weiwei Li
- Content type: OriginalPaper
- Published: 24 January 2024
This is part of 1 collection: -
Hybrid approaches to optimization and machine learning methods: a systematic literature review
Authors
- Beatriz Flamia Azevedo
- Ana Maria A. C. Rocha
- Ana I. Pereira
- Content type: OriginalPaper
- Open Access
- Published: 24 January 2024
This is part of 1 collection: -
DynamiSE: dynamic signed network embedding for link prediction
Authors (first, second and last of 7)
- Haiting Sun
- Peng Tian
- Haofen Wang
- Content type: OriginalPaper
- Published: 23 January 2024
This is part of 1 collection: -
Empirical analysis of performance assessment for imbalanced classification
Authors
- Jean-Gabriel Gaudreault
- Paula Branco
- Content type: OriginalPaper
- Published: 23 January 2024
This is part of 1 collection: -
Survey on extreme learning machines for outlier detection
Authors
- Rasoul Kiani
- Wei Jin
- Victor S. Sheng
- Content type: OriginalPaper
- Published: 23 January 2024
This is part of 1 collection: -
Distributed and explainable GHSOM for anomaly detection in sensor networks
Authors
- Paolo Mignone
- Roberto Corizzo
- Michelangelo Ceci
- Content type: OriginalPaper
- Open Access
- Published: 22 January 2024
This is part of 1 collection: -
A neural meta model for predicting winter wheat crop yield
Authors
- Yogesh Bansal
- David Lillis
- M.-Tahar Kechadi
- Content type: OriginalPaper
- Published: 22 January 2024
This is part of 1 collection: -
Mental stress detection from ultra-short heart rate variability using explainable graph convolutional network with network pruning and quantisation
Authors
- V. Adarsh
- G. R. Gangadharan
- Content type: OriginalPaper
- Published: 22 January 2024
This is part of 1 collection: -
Event causality extraction through external event knowledge learning and polyhedral word embedding
Authors
- Xiao Wei
- Chenyang Huang
- Nengjun Zhu
- Content type: OriginalPaper
- Published: 22 January 2024
This is part of 1 collection: -
Margin distribution and structural diversity guided ensemble pruning
Authors (first, second and last of 4)
- Yi-Xiao He
- Yu-Chang Wu
- Zhi-Hua Zhou
- Content type: OriginalPaper
- Published: 18 January 2024
This is part of 1 collection: -
Learning sample-aware threshold for semi-supervised learning
Authors (first, second and last of 6)
- Qi Wei
- Lei Feng
- Yilong Yin
- Content type: OriginalPaper
- Published: 18 January 2024
This is part of 1 collection: -
Communication-efficient clustered federated learning via model distance
Authors (first, second and last of 7)
- Mao Zhang
- Tie Zhang
- Linli Xu
- Content type: OriginalPaper
- Published: 17 January 2024
This is part of 1 collection:
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