Works matching DE "DATA distribution"

Results: 4339

A Long-Tail Fault Diagnosis Method Based on a Coupled Time–Frequency Attention Transformer.

Published in:

Actuators, 2025, v. 14, n. 5, p. 255, doi. 10.3390/act14050255

By:

Zhang, Li;
Zhang, Ying;
Luo, Hao;
Ren, Tongli;
Li, Hongsheng

Publication type:

Article

Improving Classification Performance by Addressing Dataset Imbalance: A Case Study for Pest Management.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5385, doi. 10.3390/app15105385

By:

Longo, Antonello;
Rizzi, Maria;
Guaragnella, Cataldo

Publication type:

Article

Natural Gas Consumption Forecasting Model Based on Feature Optimization and Incremental Long Short-Term Memory.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3079, doi. 10.3390/s25103079

By:

Wang, Huilong;
Gao, Xianjun;
Zhang, Ying;
Yang, Yuanwei

Publication type:

Article

AI-Driven Dynamic Covariance for ROS 2 Mobile Robot Localization.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3026, doi. 10.3390/s25103026

By:

Abaza, Bogdan Felician

Publication type:

Article

Secured Data Sharing Method for Wireless Communication Network Based on Digital Twin and Merkle Hash Tree.

Published in:

Mobile Networks & Applications, 2024, v. 29, n. 6, p. 2088, doi. 10.1007/s11036-024-02359-z

By:

Chen, Ding;
Aljohani, Abeer

Publication type:

Article

Data-owning democracy or digital socialism?

Published in:

Critical Review of International Social & Political Philosophy, 2025, v. 28, n. 4, p. 570, doi. 10.1080/13698230.2022.2120737

By:

Muldoon, James

Publication type:

Article

A Dataset for Examining the Problem of the Use of Accounting Semi-Identity-Based Models in Econometrics.

Published in:

Data (2306-5729), 2025, v. 10, n. 5, p. 62, doi. 10.3390/data10050062

By:

Sánchez-Vidal, Francisco Javier

Publication type:

Article

Imbalanced Stream Classification Algorithm Based on Weighted and Dynamic Selection.

Published in:

Journal of Computer Engineering & Applications, 2025, v. 61, n. 10, p. 79, doi. 10.3778/j.issn.1002-8331.2406-0107

By:

HAN Meng;
LI Chunpeng;
LI Ang;
MENG Fanxing;
HE Feifei;
ZHANG Ruihua

Publication type:

Article

Errata corrige.

Published in:

2010

By:

Roberts, Gareth

Publication type:

Correction Notice

Quantifying the relative impact of hunting and oiling on Brünnich’s guillemots in the North-west Atlantic.

Published in:

Polar Research, 2019, v. 38, p. 1, doi. 10.33265/polar.v38.3378

By:

Frederiksen, Morten;
Linnebjerg, Jannie F.;
Merkel, Flemming R.;
Wilhelm, Sabina I.;
Robertson, Gregory J.

Publication type:

Article

Hermit crabs (Pagurus spp.) at their northernmost range: distribution, abundance and shell use in the European Arctic.

Published in:

Polar Research, 2015, v. 34, n. 1, p. 1, doi. 10.3402/polar.v34.21412

By:

Balazy, Piotr;
Kuklinski, Piotr;
Włodarska-Kowalczuk, Maria;
Barnes, David;
Kędra, Monika;
Legeżyńska, Joanna;
Węsławski, Jan Marcin

Publication type:

Article

Web-based Data Collection.

Published in:

TechTrends: Linking Research & Practice to Improve Learning, 2009, v. 53, n. 6, p. 56, doi. 10.1007/s11528-009-0344-0

By:

Hsiao, E-Ling;
Moore, David Richard

Publication type:

Article

Provenance of metasedimentary rocks of the Kheis Terrane and Kakamas Domain: support for accretionary tectonics during the development of the western Namaqua-Natal metamorphic province.

Published in:

South African Journal of Geology, 2022, v. 125, n. 1, p. 61, doi. 10.25131/sajg.125.0003

By:

van Niekerk, H. S.;
Elburg, M. A.;
Andersen, T.;
Armstrong, R. A.

Publication type:

Article

A Closed-Form EVSI Expression for a Multinomial Data-Generating Process.

Published in:

Decision Analysis, 2023, v. 20, n. 1, p. 73, doi. 10.1287/deca.2022.0462

By:

Fleischhacker, Adam;
Fok, Pak-Wing;
Madiman, Mokshay;
Wu, Nan

Publication type:

Article

Networked Resistance: The Case of WikiLeaks.

Published in:

Journal of Computer-Mediated Communication, 2013, v. 18, n. 4, p. 420, doi. 10.1111/jcc4.12024

By:

Cammaerts, Bart

Publication type:

Article

Quantifying the Overall Efficiency of Circularly Polarized Emitters.

Published in:

Chemistry - A European Journal, 2021, v. 27, n. 9, p. 2920, doi. 10.1002/chem.202002791

By:

Arrico, Lorenzo;
Di Bari, Lorenzo;
Zinna, Francesco

Publication type:

Article

Catalytic Enantioselective Synthesis of Heterocyclic Vicinal Fluoroamines by Using Asymmetric Protonation: Method Development and Mechanistic Study.

Published in:

Chemistry - A European Journal, 2020, v. 26, n. 53, p. 12249, doi. 10.1002/chem.202002543

By:

Ashford, Matthew W.;
Xu, Chao;
Molloy, John J.;
Carpenter‐Warren, Cameron;
Slawin, Alexandra M. Z.;
Leach, Andrew G.;
Watson, Allan J. B.

Publication type:

Article

RGCVAE: relational graph conditioned variational autoencoder for molecule design.

Published in:

Machine Learning, 2025, v. 114, n. 2, p. 1, doi. 10.1007/s10994-024-06638-4

By:

Rigoni, Davide;
Navarin, Nicolò;
Sperduti, Alessandro

Publication type:

Article

A systematic approach for learning imbalanced data: enhancing zero-inflated models through boosting.

Published in:

Machine Learning, 2024, v. 113, n. 10, p. 8233, doi. 10.1007/s10994-024-06558-3

By:

Jeong, Yeasung;
Lee, Kangbok;
Park, Young Woong;
Han, Sumin

Publication type:

Article

The impact of data distribution on Q-learning with function approximation.

Published in:

Machine Learning, 2024, v. 113, n. 9, p. 6141, doi. 10.1007/s10994-024-06564-5

By:

Santos, Pedro P.;
Carvalho, Diogo S.;
Sardinha, Alberto;
Melo, Francisco S.

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

Aligning model outputs for class imbalanced non-IID federated learning.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1861, doi. 10.1007/s10994-022-06241-5

By:

Li, Lan;
Zhan, De-chuan;
Li, Xin-chun

Publication type:

Article

UCoDe: unified community detection with graph convolutional networks.

Published in:

Machine Learning, 2023, v. 112, n. 12, p. 5057, doi. 10.1007/s10994-023-06402-0

By:

Moradan, Atefeh;
Draganov, Andrew;
Mottin, Davide;
Assent, Ira

Publication type:

Article

Robust generative adversarial network.

Published in:

Machine Learning, 2023, v. 112, n. 12, p. 5135, doi. 10.1007/s10994-023-06367-0

By:

Zhang, Shufei;
Qian, Zhuang;
Huang, Kaizhu;
Zhang, Rui;
Xiao, Jimin;
He, Yuan;
Lu, Canyi

Publication type:

Article

GENs: generative encoding networks.

Published in:

Machine Learning, 2022, v. 111, n. 11, p. 4003, doi. 10.1007/s10994-022-06220-w

By:

Saha, Surojit;
Elhabian, Shireen;
Whitaker, Ross

Publication type:

Article

Analyzing and repairing concept drift adaptation in data stream classification.

Published in:

Machine Learning, 2022, v. 111, n. 10, p. 3489, doi. 10.1007/s10994-021-05993-w

By:

Halstead, Ben;
Koh, Yun Sing;
Riddle, Patricia;
Pears, Russel;
Pechenizkiy, Mykola;
Bifet, Albert;
Olivares, Gustavo;
Coulson, Guy

Publication type:

Article

Explainable online ensemble of deep neural network pruning for time series forecasting.

Published in:

Machine Learning, 2022, v. 111, n. 9, p. 3459, doi. 10.1007/s10994-022-06218-4

By:

Saadallah, Amal;
Jakobs, Matthias;
Morik, Katharina

Publication type:

Article

Understanding generalization error of SGD in nonconvex optimization.

Published in:

Machine Learning, 2022, v. 111, n. 1, p. 345, doi. 10.1007/s10994-021-06056-w

By:

Zhou, Yi;
Liang, Yingbin;
Zhang, Huishuai

Publication type:

Article

RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification.

Published in:

Machine Learning, 2021, v. 110, n. 11/12, p. 3059, doi. 10.1007/s10994-021-06012-8

By:

Koziarski, Michał;
Bellinger, Colin;
Woźniak, Michał

Publication type:

Article

Importance sampling in reinforcement learning with an estimated behavior policy.

Published in:

Machine Learning, 2021, v. 110, n. 6, p. 1267, doi. 10.1007/s10994-020-05938-9

By:

Hanna, Josiah P.;
Niekum, Scott;
Stone, Peter

Publication type:

Article

Graph-based semi-supervised learning via improving the quality of the graph dynamically.

Published in:

Machine Learning, 2021, v. 110, n. 6, p. 1345, doi. 10.1007/s10994-021-05975-y

By:

Liang, Jiye;
Cui, Junbiao;
Wang, Jie;
Wei, Wei

Publication type:

Article

LoRAS: an oversampling approach for imbalanced datasets.

Published in:

Machine Learning, 2021, v. 110, n. 2, p. 279, doi. 10.1007/s10994-020-05913-4

By:

Bej, Saptarshi;
Davtyan, Narek;
Wolfien, Markus;
Nassar, Mariam;
Wolkenhauer, Olaf

Publication type:

Article

Imbalanced regression and extreme value prediction.

Published in:

Machine Learning, 2020, v. 109, n. 9/10, p. 1803, doi. 10.1007/s10994-020-05900-9

By:

Ribeiro, Rita P.;
Moniz, Nuno

Publication type:

Article

Class-prior estimation for learning from positive and unlabeled data.

Published in:

Machine Learning, 2017, v. 106, n. 4, p. 463, doi. 10.1007/s10994-016-5604-6

By:

Plessis, Marthinus;
Niu, Gang;
Sugiyama, Masashi

Publication type:

Article

Stochastic feature mapping for PAC-Bayes classification.

Published in:

Machine Learning, 2015, v. 101, n. 1-3, p. 5, doi. 10.1007/s10994-015-5525-9

By:

Lee, Tai;
Wang, Bin;
Liu, Yuncai;
Li, Xiong

Publication type:

Article

Learning from evolving video streams in a multi-camera scenario.

Published in:

Machine Learning, 2015, v. 100, n. 2-3, p. 609, doi. 10.1007/s10994-015-5515-y

By:

Khoshrou, Samaneh;
Cardoso, Jaime;
Teixeira, Luís

Publication type:

Article

Half-space mass: a maximally robust and efficient data depth method.

Published in:

Machine Learning, 2015, v. 100, n. 2-3, p. 677, doi. 10.1007/s10994-015-5524-x

By:

Chen, Bo;
Ting, Kai;
Washio, Takashi;
Haffari, Gholamreza

Publication type:

Article

Minimum message length estimation of mixtures of multivariate Gaussian and von Mises-Fisher distributions.

Published in:

Machine Learning, 2015, v. 100, n. 2-3, p. 333, doi. 10.1007/s10994-015-5493-0

By:

Kasarapu, Parthan;
Allison, Lloyd

Publication type:

Article

Evaluation methods and decision theory for classification of streaming data with temporal dependence.

Published in:

Machine Learning, 2015, v. 98, n. 3, p. 455, doi. 10.1007/s10994-014-5441-4

By:

Žliobaitė, Indrė;
Bifet, Albert;
Read, Jesse;
Pfahringer, Bernhard;
Holmes, Geoff

Publication type:

Article

LENS: label sparsity-tolerant adversarial learning on spatial deceptive reviews.

Published in:

GeoInformatica, 2025, v. 29, n. 2, p. 255, doi. 10.1007/s10707-024-00529-5

By:

Prabakar, Sirish;
Chen, Haiquan;
Jiang, Zhe;
Yang, Carl;
Yu, Weikuan;
Yan, Da

Publication type:

Article

Top-k spatial distance joins.

Published in:

GeoInformatica, 2020, v. 24, n. 3, p. 591, doi. 10.1007/s10707-020-00393-z

By:

Qi, Shuyao;
Bouros, Panagiotis;
Mamoulis, Nikos

Publication type:

Article

An efficient aggregation and overlap removal algorithm for circle maps.

Published in:

GeoInformatica, 2019, v. 23, n. 3, p. 473, doi. 10.1007/s10707-019-00342-5

By:

Beilschmidt, Christian;
Mattig, Michael;
Fober, Thomas;
Seeger, Bernhard

Publication type:

Article

Scaling radio astronomy signal correlation on heterogeneous supercomputers using variousdata distribution methodologies.

Published in:

Experimental Astronomy, 2013, v. 36, n. 3, p. 433, doi. 10.1007/s10686-013-9340-7

By:

Wang, Ruonan;
Harris, Christopher

Publication type:

Article

Comprehensive mapping of transposable elements reveals distinct patterns of element accumulation on chromosomes of wild beetles.

Published in:

Chromosome Research, 2021, v. 29, n. 2, p. 203, doi. 10.1007/s10577-021-09655-4

By:

Amorim, Igor Costa;
Sotero-Caio, Cibele Gomes;
Costa, Rafaelle Grazielle Coelho;
Xavier, Crislaine;
de Moura, Rita de Cássia

Publication type:

Article

Unsupervised concept drift detection for multi-label data streams.

Published in:

Artificial Intelligence Review, 2023, v. 56, n. 3, p. 2401, doi. 10.1007/s10462-022-10232-2

By:

Gulcan, Ege Berkay;
Can, Fazli

Publication type:

Article

A quantum mutation-based backtracking search algorithm.

Published in:

Artificial Intelligence Review, 2022, v. 55, n. 4, p. 3019, doi. 10.1007/s10462-021-10078-0

By:

Nama, Sukanta;
Sharma, Sushmita;
Saha, Apu Kumar;
Gandomi, Amir H.

Publication type:

Article

On the environmental background of aquatic organisms for ecological niche modeling: a call for caution.

Published in:

Aquatic Ecology, 2019, v. 53, n. 4, p. 595, doi. 10.1007/s10452-019-09711-6

By:

Nori, Javier;
Rojas-Soto, Octavio

Publication type:

Article

Urban traffic accident risk prediction for knowledge-based mobile multimedia service.

Published in:

Personal & Ubiquitous Computing, 2022, v. 26, n. 2, p. 417, doi. 10.1007/s00779-020-01442-y

By:

Park, Roy C.;
Hong, Ellen J.

Publication type:

Article

Protecting query privacy with differentially private k-anonymity in location-based services.

Published in:

Personal & Ubiquitous Computing, 2018, v. 22, n. 3, p. 453, doi. 10.1007/s00779-018-1124-7

By:

Wang, Jinbao;
Cai, Zhipeng;
Li, Yingshu;
Yang, Donghua;
Li, Ji;
Gao, Hong

Publication type:

Article

Farms worldwide: 2020 and 2030 outlook.

Published in:

Outlook on Agriculture, 2021, v. 50, n. 3, p. 221, doi. 10.1177/00307270211025539

By:

Erenstein, Olaf;
Chamberlin, Jordan;
Sonder, Kai

Publication type:

Article