Works matching DE "SUPERVISED learning"

Results: 5000

Edge-Labeled and Node-Aggregated Graph Neural Networks for Few-Shot Relation Classification.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2023, v. 37, n. 5, p. 1, doi. 10.1142/S0218001423500106

By:

Wang, Jiayi;
Yang, Lina;
Li, Xichun;
Wang, Patrick Shen-Pei;
Meng, Zuqiang

Publication type:

Article

Exploring the effect of training set size and number of categories on ice crystal classification through a contrastive semi-supervised learning algorithm.

Published in:

Atmospheric Measurement Techniques, 2025, v. 18, n. 12, p. 2781, doi. 10.5194/amt-18-2781-2025

By:

Chu, Yunpei;
Zhang, Huiying;
Li, Xia;
Henneberger, Jan

Publication type:

Article

Accurate prediction of synergistic drug combination using a multi-source information fusion framework.

Published in:

BMC Biology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12915-025-02302-y

By:

Jin, Shuting;
Long, Huaze;
Huang, Anqi;
Wang, Jianming;
Yu, Xuan;
Xu, Zhiwei;
Xu, Junlin

Publication type:

Article

Deep learning for automated segmentation of radiation-induced changes in cerebral arteriovenous malformations following radiosurgery.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01796-w

By:

Ho, Hsing-Hao;
Yang, Huai-Che;
Yang, Wen-Xiang;
Lee, Cheng-Chia;
Wu, Hsiu-Mei;
Lai, I-Chun;
Chen, Ching-Jen;
Peng, Syu-Jyun

Publication type:

Article

Enhancing basal cell carcinoma classification in preoperative biopsies via transfer learning with weakly supervised graph transformers.

Published in:

BMC Medical Imaging, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12880-025-01710-4

By:

Björkman, Johan;
Lagerroth, Sigrid;
Siarov, Jan;
Yacob, Filmon;
Neittaanmäki, Noora

Publication type:

Article

Towards real-world monitoring scenarios: An improved point prediction method for crowd counting based on contrastive learning.

Published in:

PLoS ONE, 2025, v. 20, n. 7, p. 1, doi. 10.1371/journal.pone.0327397

By:

Cao, Rundong;
Yu, Jiazhong;
Liu, Ziwei;
Liang, Qinghua

Publication type:

Article

FSTL-SA: few-shot transfer learning for sentiment analysis from facial expressions.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 21, p. 24457, doi. 10.1007/s11042-024-20518-y

By:

Meena, Gaurav;
Mohbey, Krishna Kumar;
Lokesh, K.

Publication type:

Article

Adaptive CUSUM Control Chart Utilizing Supervised Learning for Monitoring the Process Location Parameter: A Case Study Application.

Published in:

Quality & Reliability Engineering International, 2025, v. 41, n. 5, p. 2032, doi. 10.1002/qre.3760

By:

Zaman, Babar;
Khan, Naveed

Publication type:

Article

V-STAR: A Cloud-Based Tool for Satellite Detection and Mapping of Volcanic Thermal Anomalies.

Published in:

GeoHazards, 2025, v. 6, n. 2, p. 24, doi. 10.3390/geohazards6020024

By:

Cariello, Simona;
Malaguti, Arianna Beatrice;
Corradino, Claudia;
Del Negro, Ciro

Publication type:

Article

Improvement in classification capabilities of surface water samples based on analysis of multidimensional data from gas sensor array.

Published in:

Annals of Agricultural & Environmental Medicine, 2025, v. 32, n. 2, p. 222, doi. 10.26444/aaem/206945

By:

Piłat-Rożek, Magdalena;
Łagód, Grzegorz

Publication type:

Article

Enhancing self-supervised visual representation learning through adversarially generated examples.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14613, doi. 10.1007/s00521-025-11236-z

By:

Kang, Mintae;
Kim, Junmo

Publication type:

Article

STGNN: a new self-trained generalized neural networks task space control for robot manipulators.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 19, p. 14427, doi. 10.1007/s00521-025-11204-7

By:

Elmogy, Ahmed;
Elawady, Wael;
El-Ghaish, Hany

Publication type:

Article

Can a Company's Poor Customer Service Be a Security Risk? An Examination of Airbnb's Twitter Data Using Artificial Intelligence Supervised Machine Learning.

Published in:

Journal of Applied Security Research, 2025, v. 20, n. 3, p. 329, doi. 10.1080/19361610.2025.2454687

By:

Binns, Chelsea;
Kempf, Robin J.

Publication type:

Article

An Efficient Lightning Classifier Using a Self‐Supervised Learning Neural Network.

Published in:

Geophysical Research Letters, 2025, v. 52, n. 12, p. 1, doi. 10.1029/2025GL115067

By:

Lu, Jingyu;
Li, Jinliang;
Liu, Yu;
Yuan, Shanfeng;
Pu, Yunjiao;
Bian, Qingyun;
Gong, Zhan;
Sun, Zhuling;
Qie, Xiushu;
Jiang, Rubin

Publication type:

Article

Class-aware multi-level attention learning for semi-supervised breast cancer diagnosis under imbalanced label distribution.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 7, p. 1997, doi. 10.1007/s11517-025-03291-4

By:

Wen, Renjun;
Ma, Yufei;
Liu, Changdong;
Feng, Renwei

Publication type:

Article

Standardised Drone Procedures for Phytosociological Data Collection.

Published in:

Applied Vegetation Science, 2025, v. 28, n. 2, p. 1, doi. 10.1111/avsc.70032

By:

Quattrini, Giacomo;
Pesaresi, Simone;
Lucchetti, Lara;
Hofmann, Nicole;
Saiter, Felipe;
Mancini, Adriano;
Casavecchia, Simona

Publication type:

Article

Self-Supervised Feature Disentanglement for Deepfake Detection.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 12, p. 2024, doi. 10.3390/math13122024

By:

Yan, Bo;
Liu, Pan;
Yang, Yumin;
Guo, Yanming

Publication type:

Article

Semi-Supervised Underwater Image Enhancement Method Using Multimodal Features and Dynamic Quality Repository.

Published in:

Journal of Marine Science & Engineering, 2025, v. 13, n. 6, p. 1195, doi. 10.3390/jmse13061195

By:

Ding, Mu;
Li, Gen;
Hu, Yu;
Liu, Hangfei;
Hu, Qingsong;
Huang, Xiaohua

Publication type:

Article

Discovery of SARS-CoV-2 papain-like protease inhibitors through machine learning and molecular simulation approaches.

Published in:

Drug Discoveries & Therapeutics, 2025, v. 19, n. 3, p. 189, doi. 10.5582/ddt.2025.01034

By:

Li Li;
Jinyang Li;
Quanling Zhang;
Yifei Huang;
Yongxin Bao;
Xiaowen Tang

Publication type:

Article

Detecting Student Engagement in an Online Learning Environment Using a Machine Learning Algorithm.

Published in:

Informatics, 2025, v. 12, n. 2, p. 44, doi. 10.3390/informatics12020044

By:

Bellarhmouch, Youssra;
Majjate, Hajar;
Jeghal, Adil;
Tairi, Hamid;
Benjelloun, Nadia

Publication type:

Article

A Semi-Supervised Framework for Cardiac MRI Segmentation via Multi-Constraint Collaborative Self-Training.

Published in:

Traitement du Signal, 2025, v. 42, n. 3, p. 1749, doi. 10.18280/ts.420343

By:

Chen, Rui;
Huang, Zhi;
Yan, Xisheng;
Zhu, Fen;
Guan, Chaokun;
Ke, Xuan;
Zhang, Chunyang;
Zhao, Jie;
Li, Dongsheng

Publication type:

Article

Supervised machine learning in crop recognition through remote sensing: A case study for Ukrainian croplands.

Published in:

Modern Phytomorphology, 2024, v. 18, n. 6, p. 183, doi. 10.5281/zenodo.200121

By:

Lykhovyd, Pavlo;
Vozhehova, Raisa;
Bidnyna, Iryna;
Shablia, Oleksandr;
Averchev, Oleksandr;
Avercheva, Nataliia;
Kozyriev, Valerii;
Marchenko, Tetiana;
Leliavska, Liubov;
Haydash, Oleksandr;
Hetman, Maiia;
Piliarska, Olena

Publication type:

Article

Supervised Learning for Positional Accuracy Improvement of Historical Maps: A Systematic Comparison and Validation.

Published in:

Transactions in GIS, 2025, v. 29, n. 4, p. 1, doi. 10.1111/tgis.70076

By:

Vantas, Konstantinos;
Mirkopoulou, Vasiliki

Publication type:

Article

Hybrid Supervised and Reinforcement Learning for Motion-Sickness-Aware Path Tracking in Autonomous Vehicles.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3695, doi. 10.3390/s25123695

By:

Lv, Yukang;
Chen, Yi;
Chen, Ziguo;
Fan, Yuze;
Tao, Yongchao;
Zhao, Rui;
Gao, Fei

Publication type:

Article

A Novel Bilateral Data Fusion Approach for EMG-Driven Deep Learning in Post-Stroke Paretic Gesture Recognition.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3664, doi. 10.3390/s25123664

By:

Anastasiev, Alexey;
Kadone, Hideki;
Marushima, Aiki;
Watanabe, Hiroki;
Zaboronok, Alexander;
Watanabe, Shinya;
Matsumura, Akira;
Suzuki, Kenji;
Matsumaru, Yuji;
Nishiyama, Hiroyuki;
Ishikawa, Eiichi

Publication type:

Article

Remaining Useful Life Prediction of Bearings via Semi-Supervised Transfer Learning Based on an Anti-Self-Healing Health Indicator.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3662, doi. 10.3390/s25123662

By:

Kim, Jung-Woo;
Park, Kyoung-Su

Publication type:

Article

Chasing the authoritarian spectre: Detecting authoritarian discourse with large language models.

Published in:

European Journal of Political Research, 2025, v. 64, n. 3, p. 1304, doi. 10.1111/1475-6765.12740

By:

MOCHTAK, MICHAL

Publication type:

Article

Application of Machine Learning Algorithm for Creating Sustainable Omni-channel Retail Ecosystem.

Published in:

Management Dynamics, 2023, v. 23, n. 2, p. 194, doi. 10.57198/2583-4932.1324

By:

Karmakar, Somedip;
Shukla, Anuja

Publication type:

Article

Stratification of surgical outcomes in trigeminal neuralgia using multimodal data Open Access.

Published in:

Brain Communications, 2025, v. 7, n. 3, p. 1, doi. 10.1093/braincomms/fcaf178

By:

Latypov, Timur H;
Yakubov, Rose;
Jörgens, Daniel;
Tsai, Pascale;
Srisaikaew, Patcharaporn;
Hung, Peter Shih-Ping;
Walker, Matthew R;
Tawfik, Marina;
Mikulis, David;
Rudzicz, Frank;
Hodaie, Mojgan

Publication type:

Article

A supervised machine learning approach with feature selection for sex-specific biomarker prediction.

Published in:

NPJ Systems Biology & Applications, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41540-025-00523-z

By:

Meyer, Luke;
Mulder, Danielle;
Wallace, Joshua

Publication type:

Article

Multihead Average Pseudo-Margin Learning for Disaster Tweet Classification.

Published in:

Information (2078-2489), 2025, v. 16, n. 6, p. 434, doi. 10.3390/info16060434

By:

Sîrbu, Iustin;
Popovici, Robert-Adrian;
Rebedea, Traian;
Trăușan-Matu, Ștefan

Publication type:

Article

A Review of Non-Fully Supervised Deep Learning for Medical Image Segmentation.

Published in:

Information (2078-2489), 2025, v. 16, n. 6, p. 433, doi. 10.3390/info16060433

By:

Zhang, Xinyue;
Wang, Jianfeng;
Wei, Jinqiao;
Yuan, Xinyu;
Wu, Ming

Publication type:

Article

Semi-Supervised Learning with Entropy Filtering for Intrusion Detection in Asymmetrical IoT Systems.

Published in:

Symmetry (20738994), 2025, v. 17, n. 6, p. 973, doi. 10.3390/sym17060973

By:

Alturki, Badraddin;
Alsulami, Abdulaziz A.

Publication type:

Article

Sensitive Multispectral Variable Screening Method and Yield Prediction Models for Sugarcane Based on Gray Relational Analysis and Correlation Analysis.

Published in:

Remote Sensing, 2025, v. 17, n. 12, p. 2055, doi. 10.3390/rs17122055

By:

Zhang, Shimin;
Qin, Huojuan;
Li, Xiuhua;
Zhang, Muqing;
Yao, Wei;
Lyu, Xuegang;
Jiang, Hongtao

Publication type:

Article

A Holistic Solution for Supporting the Diagnosis of Historic Constructions from 3D Point Clouds.

Published in:

Remote Sensing, 2025, v. 17, n. 12, p. 2018, doi. 10.3390/rs17122018

By:

Sánchez-Aparicio, Luis Javier;
Santamaría-Maestro, Rubén;
Sanz-Honrado, Pablo;
Villanueva-Llauradó, Paula;
Aira-Zunzunegui, Jose Ramón;
González-Aguilera, Diego

Publication type:

Article

Applied Machine Learning Using mlr3 in R: Bernd Bischl, Raphael Sonabend, Lars Kotthoff, and Michel Lang. Boca Raton, FL: Chapman & Hall/CRC Press, 2024, xvi + 339 pp., $220.00(H), ISBN: 978-1-032-51567-0.

Published in:

2025

By:

Tang, Xueying

Publication type:

Book Review

Updating "The Future of Coding": Qualitative Coding with Generative Large Language Models.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 3, p. 849, doi. 10.1177/00491241251339188

By:

Than, Nga;
Fan, Leanne;
Law, Tina;
Nelson, Laura K.;
McCall, Leslie

Publication type:

Article

How Valid Are Trust Survey Measures? New Insights From Open-Ended Probing Data and Supervised Machine Learning.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 2, p. 534, doi. 10.1177/00491241241234871

By:

Landesvatter, Camille;
Bauer, Paul C.

Publication type:

Article

Introduction to Neural Transfer Learning With Transformers for Social Science Text Analysis.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 4, p. 1676, doi. 10.1177/00491241221134527

By:

Wankmüller, Sandra

Publication type:

Article

The Augmented Social Scientist: Using Sequential Transfer Learning to Annotate Millions of Texts with Human-Level Accuracy.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1167, doi. 10.1177/00491241221134526

By:

Do, Salomé;
Ollion, Étienne;
Shen, Rubing

Publication type:

Article

Image Clustering: An Unsupervised Approach to Categorize Visual Data in Social Science Research.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1534, doi. 10.1177/00491241221082603

By:

Zhang, Han;
Peng, Yilang

Publication type:

Article

The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods.

Published in:

Sociological Methods & Research, 2021, v. 50, n. 1, p. 202, doi. 10.1177/0049124118769114

By:

Nelson, Laura K.;
Burk, Derek;
Knudsen, Marcel;
McCall, Leslie

Publication type:

Article

Enlisting Supervised Machine Learning in Mapping Scientific Uncertainty Expressed in Food Risk Analysis.

Published in:

Sociological Methods & Research, 2019, v. 48, n. 3, p. 608, doi. 10.1177/0049124117729701

By:

Rona-Tas, Akos;
Cornuéjols, Antoine;
Blanchemanche, Sandrine;
Duroy, Antonin;
Martin, Christine

Publication type:

Article

WIC Participation and Relative Quality of Household Food Purchases: Evidence from FoodAPS.

Published in:

Southern Economic Journal, 2019, v. 86, n. 1, p. 83, doi. 10.1002/soej.12363

By:

Fang, Di;
Thomsen, Michael R.;
Nayga, Rodolfo M.;
Novotny, Aaron M.

Publication type:

Article

National Identity of Locality: The State, Patriotism, and Nationalism in Cyber China.

Published in:

Journal of Chinese Political Science, 2023, v. 28, n. 1, p. 51, doi. 10.1007/s11366-022-09820-4

By:

Huang, Zhongbin;
Yang, Zesen;
Meng, Tianguang

Publication type:

Article

Semi-Supervised Methods to Predict Patient Survival from Gene Expression Data.

Published in:

PLoS Biology, 2004, v. 2, n. 4, p. 1, doi. 10.1371/journal.pbio.0020108

By:

Bair, Eric;
Tibshirani, Robert

Publication type:

Article

ANALYSIS OF CLASSIFICATION WITH A REJECT OPTION.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2009, v. 7, n. 3, p. 375, doi. 10.1142/S0219691309002970

By:

CHEN, HONG;
LI, LUOQING;
TANG, YUANYAN

Publication type:

Article

Company2Vec — German Company Embeddings Based on Corporate Websites.

Published in:

International Journal of Information Technology & Decision Making, 2024, v. 23, n. 6, p. 2209, doi. 10.1142/S0219622023500694

By:

Gerling, Christopher

Publication type:

Article

Machine Learning to Predict Recommendation by Tourists in a Spanish Province.

Published in:

International Journal of Information Technology & Decision Making, 2022, v. 21, n. 4, p. 1297, doi. 10.1142/S021962202250016X

By:

Aparicio Castillo, Santiago;
Basurto Hornillos, Nuño;
Arranz Val, Pablo;
Antón Maraña, Paula;
Herrero Cosío, Álvaro

Publication type:

Article

LAMDA-HAD, an Extension to the LAMDA Classifier in the Context of Supervised Learning.

Published in:

International Journal of Information Technology & Decision Making, 2020, v. 19, n. 1, p. 283, doi. 10.1142/S0219622019500457

By:

Morales, Luis;
Aguilar, José;
Chávez, Danilo;
Isaza, Claudia

Publication type:

Article