Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 7

Results: 34

Generalization bounds for learning under graph-dependence: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3929, doi. 10.1007/s10994-024-06536-9

By:

Zhang, Rui-Ray;
Amini, Massih-Reza

Publication type:

Article

Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3961, doi. 10.1007/s10994-024-06526-x

By:

Ghosh, Susobhan;
Kim, Raphael;
Chhabria, Prasidh;
Dwivedi, Raaz;
Klasnja, Predrag;
Liao, Peng;
Zhang, Kelly;
Murphy, Susan

Publication type:

Article

Utilizing reinforcement learning for de novo drug design.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4811, doi. 10.1007/s10994-024-06519-w

By:

Gummesson Svensson, Hampus;
Tyrchan, Christian;
Engkvist, Ola;
Haghir Chehreghani, Morteza

Publication type:

Article

TOCOL: improving contextual representation of pre-trained language models via token-level contrastive learning.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3999, doi. 10.1007/s10994-023-06512-9

By:

Wang, Keheng;
Yin, Chuantao;
Li, Rumei;
Wang, Sirui;
Xian, Yunsen;
Rong, Wenge;
Xiong, Zhang

Publication type:

Article

Classification with costly features in hierarchical deep sets.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4487, doi. 10.1007/s10994-024-06565-4

By:

Janisch, Jaromír;
Pevný, Tomáš;
Lisý, Viliam

Publication type:

Article

Correction: Learning sample-aware threshold for semi-supervised learning.

Published in:

2024

By:

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

Publication type:

Correction Notice

Learning explanatory logical rules in non-linear domains: a neuro-symbolic approach.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4579, doi. 10.1007/s10994-024-06538-7

By:

Bueff, Andreas;
Belle, Vaishak

Publication type:

Article

An encoding approach for stable change point detection.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4133, doi. 10.1007/s10994-023-06510-x

By:

Wang, Xiaodong;
Hsieh, Fushing

Publication type:

Article

Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4315, doi. 10.1007/s10994-024-06537-8

By:

Tang, Kejie;
Liu, Weidong;
Mao, Xiaojun

Publication type:

Article

Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4285, doi. 10.1007/s10994-023-06506-7

By:

Tran, Hanh Thi Hong;
Martinc, Matej;
Repar, Andraz;
Ljubešić, Nikola;
Doucet, Antoine;
Pollak, Senja

Publication type:

Article

Exposing and explaining fake news on-the-fly.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4615, doi. 10.1007/s10994-024-06527-w

By:

de Arriba-Pérez, Francisco;
García-Méndez, Silvia;
Leal, Fátima;
Malheiro, Benedita;
Burguillo, Juan Carlos

Publication type:

Article

Consolidated learning: a domain-specific model-free optimization strategy with validation on metaMIMIC benchmarks.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4925, doi. 10.1007/s10994-023-06359-0

By:

Woźnica, Katarzyna;
Grzyb, Mateusz;
Trafas, Zuzanna;
Biecek, Przemysław

Publication type:

Article

A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4165, doi. 10.1007/s10994-023-06353-6

By:

Aguiar, Gabriel;
Krawczyk, Bartosz;
Cano, Alberto

Publication type:

Article

Hellinger distance decision trees for PU learning in imbalanced data sets.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4547, doi. 10.1007/s10994-023-06323-y

By:

Ortega Vázquez, Carlos;
vanden Broucke, Seppe;
De Weerdt, Jochen

Publication type:

Article

Glacier: guided locally constrained counterfactual explanations for time series classification.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4639, doi. 10.1007/s10994-023-06502-x

By:

Wang, Zhendong;
Samsten, Isak;
Miliou, Ioanna;
Mochaourab, Rami;
Papapetrou, Panagiotis

Publication type:

Article

Hybrid approaches to optimization and machine learning methods: a systematic literature review.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4055, doi. 10.1007/s10994-023-06467-x

By:

Azevedo, Beatriz Flamia;
Rocha, Ana Maria A. C.;
Pereira, Ana I.

Publication type:

Article

Persian offensive language detection.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4359, doi. 10.1007/s10994-023-06370-5

By:

Kebriaei, Emad;
Homayouni, Ali;
Faraji, Roghayeh;
Razavi, Armita;
Shakery, Azadeh;
Faili, Heshaam;
Yaghoobzadeh, Yadollah

Publication type:

Article

Distributed and explainable GHSOM for anomaly detection in sensor networks.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4445, doi. 10.1007/s10994-023-06501-y

By:

Mignone, Paolo;
Corizzo, Roberto;
Ceci, Michelangelo

Publication type:

Article

On-the-fly image-level oversampling for imbalanced datasets of manufacturing defects.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4013, doi. 10.1007/s10994-023-06498-4

By:

Theodoropoulos, Spyros;
Zajec, Patrik;
Rožanec, Jože M.;
Kyriazis, Dimosthenis;
Tsanakas, Panayiotis

Publication type:

Article

DynamiSE: dynamic signed network embedding for link prediction.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4037, doi. 10.1007/s10994-023-06473-z

By:

Sun, Haiting;
Tian, Peng;
Xiong, Yun;
Zhang, Yao;
Xiang, Yali;
Jia, Xing;
Wang, Haofen

Publication type:

Article

DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4099, doi. 10.1007/s10994-023-06453-3

By:

Pei, Songwen;
Wang, Jiyao;
Zhang, Bingxue;
Qin, Wei;
Xue, Hai;
Ye, Xiaochun;
Chen, Mingsong

Publication type:

Article

Understanding CNN fragility when learning with imbalanced data.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4785, doi. 10.1007/s10994-023-06326-9

By:

Dablain, Damien;
Jacobson, Kristen N.;
Bellinger, Colin;
Roberts, Mark;
Chawla, Nitesh V.

Publication type:

Article

Smoclust: synthetic minority oversampling based on stream clustering for evolving data streams.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4671, doi. 10.1007/s10994-023-06420-y

By:

Chiu, Chun Wai;
Minku, Leandro L.

Publication type:

Article

Composite score for anomaly detection in imbalanced real-world industrial dataset.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4381, doi. 10.1007/s10994-023-06415-9

By:

Bougaham, Arnaud;
El Adoui, Mohammed;
Linden, Isabelle;
Frénay, Benoît

Publication type:

Article

Cost-sensitive sparse group online learning for imbalanced data streams.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4407, doi. 10.1007/s10994-023-06403-z

By:

Chen, Zhong;
Sheng, Victor;
Edwards, Andrea;
Zhang, Kun

Publication type:

Article

Understanding transfer learning and gradient-based meta-learning techniques.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4113, doi. 10.1007/s10994-023-06387-w

By:

Huisman, Mike;
Plaat, Aske;
van Rijn, Jan N.

Publication type:

Article

A theoretical distribution analysis of synthetic minority oversampling technique (SMOTE) for imbalanced learning.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4903, doi. 10.1007/s10994-022-06296-4

By:

Elreedy, Dina;
Atiya, Amir F.;
Kamalov, Firuz

Publication type:

Article

The class imbalance problem in deep learning.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4845, doi. 10.1007/s10994-022-06268-8

By:

Ghosh, Kushankur;
Bellinger, Colin;
Corizzo, Roberto;
Branco, Paula;
Krawczyk, Bartosz;
Japkowicz, Nathalie

Publication type:

Article

Forecasting directional bitcoin price returns using aspect-based sentiment analysis on online text data.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4761, doi. 10.1007/s10994-021-06095-3

By:

Loginova, Ekaterina;
Tsang, Wai Kit;
van Heijningen, Guus;
Kerkhove, Louis-Philippe;
Benoit, Dries F.

Publication type:

Article

Coefficient tree regression: fast, accurate and interpretable predictive modeling.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4723, doi. 10.1007/s10994-021-06091-7

By:

Sürer, Özge;
Apley, Daniel W.;
Malthouse, Edward C.

Publication type:

Article

Special issue on feature engineering editorial.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3917, doi. 10.1007/s10994-021-06042-2

By:

Verdonck, Tim;
Baesens, Bart;
Óskarsdóttir, María;
vanden Broucke, Seppe

Publication type:

Article

Can metafeatures help improve explanations of prediction models when using behavioral and textual data?

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4245, doi. 10.1007/s10994-021-05981-0

By:

Ramon, Yanou;
Martens, David;
Evgeniou, Theodoros;
Praet, Stiene

Publication type:

Article

VEST: automatic feature engineering for forecasting.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4523, doi. 10.1007/s10994-021-05959-y

By:

Cerqueira, Vitor;
Moniz, Nuno;
Soares, Carlos

Publication type:

Article

New algorithms for trace-ratio problem with application to high-dimension and large-sample data dimensionality reduction.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3889, doi. 10.1007/s10994-020-05937-w

By:

Shi, Wenya;
Wu, Gang

Publication type:

Article