Works matching DE "SUPERVISED learning"

Results: 5000

Comparative Analysis of Zero-Shot Learning Techniques for Fake Image Detection: A Results-Oriented Review Analysis.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 1017, doi. 10.48047/jocaaa.2024.34.04.4

By:

Parate, Roshani;
Jain, Kirti

Publication type:

Article

DEEP CNN FOR PARKINSON'S DISEASE PREDICTION THROUGH IMAGE AND SPEECH DATA ANALYSIS.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 4, p. 373

By:

Ramadevi, K.;
Meghana, Mekala;
Poojitha, Nooneti;
Pavankalyan, Abbu;
Teja, Challa Ravi

Publication type:

Article

An Elastic Fine-Tuning Dual Recurrent Framework for Non-Rigid Point Cloud Registration.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3525, doi. 10.3390/s25113525

By:

Yuan, Munan;
Li, Xiru;
Tan, Haibao

Publication type:

Article

SS-OPDet: A Semi-Supervised Open-Set Detection Framework for Dead Pine Wood Detection.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3407, doi. 10.3390/s25113407

By:

Lu, Xiaojian;
Huang, Shiguo;
Wu, Songqing;
Zhang, Feiping;
Weng, Mingqing;
Luo, Jianlong;
Li, Xiaolin

Publication type:

Article

Sustainable Self-Training Pig Detection System with Augmented Single Labeled Target Data for Solving Domain Shift Problem.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3406, doi. 10.3390/s25113406

By:

Lee, Junhee;
Chae, Heechan;
Son, Seungwook;
Seo, Jongwoong;
Suh, Yooil;
Lee, Jonguk;
Chung, Yongwha;
Park, Daihee

Publication type:

Article

Multi-Dimensional Anomaly Detection and Fault Localization in Microservice Architectures: A Dual-Channel Deep Learning Approach with Causal Inference for Intelligent Sensing.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3396, doi. 10.3390/s25113396

By:

Xing, Suchuan;
Wang, Yihan;
Liu, Wenhe

Publication type:

Article

Tripartite: Tackling Realistic Noisy Labels with More Precise Partitions.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3369, doi. 10.3390/s25113369

By:

Yu, Lida;
Liang, Xuefeng;
Cao, Chang;
Yao, Longshan;
Liu, Xingyu

Publication type:

Article

Using a Digital Game to Assess Middle School Students' Information Literacy: An Evidence-Centered Game Design Approach.

Published in:

International Journal of Human-Computer Interaction, 2025, v. 41, n. 12, p. 7463, doi. 10.1080/10447318.2024.2398910

By:

Guo, Qing;
Wu, Di;
Zhu, Sha;
Yang, Harrison Hao

Publication type:

Article

Impacts of Consumers' Heterogeneity on Decision-Making in Electric Vehicle Adoption: An Integrated Model.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 11, p. 4981, doi. 10.3390/su17114981

By:

Xu, Wen;
Harris, Irina;
Li, Jin;
Wells, Peter;
Foxall, Gordon

Publication type:

Article

Modeling Soil Temperature with Fuzzy Logic and Supervised Learning Methods.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6319, doi. 10.3390/app15116319

By:

Cemek, Bilal;
Kültürel, Yunus;
Cemek, Emirhan;
Küçüktopçu, Erdem;
Simsek, Halis

Publication type:

Article

Predicting Dilution in Underground Mines with Stacking Artificial Intelligence Models and Genetic Algorithms.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5996, doi. 10.3390/app15115996

By:

Mariz, Jorge L. V.;
Ferraz, Tertius S. G.;
Lima, Marinésio P.;
Silva, Ricardo M. A.;
Jang, Hyongdoo

Publication type:

Article

Semi-Supervised Learning for Intrusion Detection in Large Computer Networks.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5930, doi. 10.3390/app15115930

By:

Williams, Brandon;
Qian, Lijun

Publication type:

Article

结合光流融合特征与自监督学习的微表情识别.

Published in:

Journal of Chongqing University of Posts & Telecommunications (Natural Science Edition) / Chongqing Youdian Daxue Xuebao (Ziran Kexue Ban), 2025, v. 37, n. 3, p. 396, doi. 10.3979/j.issn.1673-825X.202403220064

By:

张家波;
徐光辉;
高洁

Publication type:

Article

Causal-oriented representation learning for time-series forecasting based on the spatiotemporal information transformation.

Published in:

Communications Physics, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42005-025-02170-6

By:

Cai, Sihua;
Peng, Hao;
Liu, Rui;
Chen, Pei

Publication type:

Article

Predictive Modeling of Employee Attrition: Insights & Strategies for Enhanced Retention in the Era of the Great Renegotiation.

Published in:

Indian Journal of Industrial Relations, 2025, v. 60, n. 4, p. 638

By:

Krishna, Shobhanam;
Murti, Ashutosh Bishnu;
Dwivedi, Rohit

Publication type:

Article

Comparative analysis of supervised learning models for effluent quality prediction in wastewater treatment plants.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325234

By:

Bo-qi, Liu;
Ding-jie, Zhou;
Yang, Zhao;
Long-yu, Shi

Publication type:

Article

LaneCorrect: Self-Supervised Lane Detection.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4894, doi. 10.1007/s11263-025-02417-3

By:

Nie, Ming;
Cai, Xinyue;
Xu, Hang;
Zhang, Li

Publication type:

Article

Investigating Self-Supervised Methods for Label-Efficient Learning.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4522, doi. 10.1007/s11263-025-02397-4

By:

Nandam, Srinivasa Rao;
Atito, Sara;
Feng, Zhenhua;
Kittler, Josef;
Awais, Muhammad

Publication type:

Article

UMSCS: A Novel Unpaired Multimodal Image Segmentation Method Via Cross-Modality Generative and Semi-supervised Learning.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4442, doi. 10.1007/s11263-025-02389-4

By:

Yang, Feiyang;
Li, Xiongfei;
Wang, Bo;
Teng, Peihong;
Liu, Guifeng

Publication type:

Article

Bootstrapping Vision-Language Models for Frequency-Centric Self-Supervised Remote Physiological Measurement.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4112, doi. 10.1007/s11263-025-02388-5

By:

Yue, Zijie;
Shi, Miaojing;
Wang, Hanli;
Ding, Shuai;
Chen, Qijun;
Yang, Shanlin

Publication type:

Article

Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4294, doi. 10.1007/s11263-025-02372-z

By:

Mittal, Sudhanshu;
Niemeijer, Joshua;
Çiçek, Özgün;
Tatarchenko, Maxim;
Ehrhardt, Jan;
Schäfer, Jörg P.;
Handels, Heinz;
Brox, Thomas

Publication type:

Article

Enhancing Land Use/Land Cover Analysis with Sentinel-2 Bands: Comparative Evaluation of Classification Algorithms and Dimensionality Reduction for Improved Accuracy Assessment.

Published in:

Nature Environment & Pollution Technology, 2025, v. 24, n. 2, p. 1, doi. 10.46488/NEPT.2025.v24i02.B4264

By:

Memon, Akil V.;
Shah, Nirav V.;
Patel, Yogesh S.;
Parangi, Tarun

Publication type:

Article

Multi-perspective dynamic consistency learning for semi-supervised medical image segmentation.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03124-2

By:

Zhu, Yongfa;
Wang, Xue;
Liu, Taihui;
Fu, Yongkang

Publication type:

Article

Semi-Supervised Triply Robust Inductive Transfer Learning.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1037, doi. 10.1080/01621459.2024.2393463

By:

Cai, Tianxi;
Li, Mengyan;
Liu, Molei

Publication type:

Article

Machine learning for Earth sciences: using Python to solve geological problems: by Maurizio Petrelli, Switzerland AG, Springer Nature, 2023, xvi+209 pp., 352 figures, 61 table, €79.99 (Hardcover Book), ISBN: 9783031351136.

Published in:

2025

By:

Oktavia Suhyani, Neli

Publication type:

Book Review

The force of few: boosting deviance detection in data scarcity scenarios through self-supervised learning and pattern-based encoding.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2025, v. 29, n. 7, p. 3675, doi. 10.1007/s00500-025-10646-4

By:

Folino, Francesco;
Folino, Gianluigi;
Guarascio, Massimo;
Pontieri, Luigi

Publication type:

Article

Repeatability‐encouraging self‐supervised learning reconstruction for quantitative MRI.

Published in:

Magnetic Resonance in Medicine, 2025, v. 94, n. 2, p. 797, doi. 10.1002/mrm.30478

By:

Chen, Zihao;
Hu, Zheyuan;
Xie, Yibin;
Li, Debiao;
Christodoulou, Anthony G.

Publication type:

Article

Methodology for Detecting Non-Technical Energy Losses Using an Ensemble of Machine Learning Algorithms.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 1381, doi. 10.32604/cmes.2025.064502

By:

Morgoev, Irbek;
Klyuev, Roman;
Morgoeva, Angelika

Publication type:

Article

Full Ceramic Bearing Fault Diagnosis with Few-Shot Learning Using GPT-2.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 1955, doi. 10.32604/cmes.2025.063975

By:

He, David;
He, Miao;
Yoon, Jay

Publication type:

Article

stGuide advances label transfer in spatial transcriptomics through attention-based supervised graph representation learning.

Published in:

Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1566675

By:

Xu, Yupeng;
Dai, Hao;
Feng, Jinwang;
Xu, Keren;
Wang, Qiu;
Gao, Pingting;
Zuo, Chunman

Publication type:

Article

Subgrouping autism and ADHD based on structural MRI population modelling centiles.

Published in:

Molecular Autism, 2025, v. 16, n. 1, p. 1, doi. 10.1186/s13229-025-00667-z

By:

Pecci-Terroba, Clara;
Lai, Meng-Chuan;
Lombardo, Michael V.;
Chakrabarti, Bhismadev;
Ruigrok, Amber N. V.;
Suckling, John;
Anagnostou, Evdokia;
Lerch, Jason P.;
Taylor, Margot J.;
Nicolson, Rob;
Georgiades, Stelios;
Crosbie, Jennifer;
Schachar, Russell;
Kelley, Elizabeth;
Jones, Jessica;
Arnold, Paul D.;
Seidlitz, Jakob;
Alexander-Bloch, Aaron F.;
Bullmore, Edward T.;
Baron-Cohen, Simon

Publication type:

Article

Image Classification for Pancreatic Ductal Adenocarcinoma Using Deep Multi-Instance Learning.

Published in:

Engineering Letters, 2025, v. 33, n. 6, p. 1949

By:

Ao Wang;
Xiaoxia Zhang;
Tong Zhou

Publication type:

Article

Motion-driven adaptive frame selection strategy for video action recognition.

Published in:

EURASIP Journal on Image & Video Processing, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13640-025-00675-2

By:

Ding, Hao;
Guo, Chen;
Sun, Jing;
Jiang, Xiaoping;
Shi, Hongling;
Li, Jianjin

Publication type:

Article

A Reanalyzing of Structured Data Classification Model Using Artificial Neural Network Based on a Machine Learning.

Published in:

Journal of the Korea Institute of Information & Communication Engineering, 2025, v. 29, n. 5, p. 672, doi. 10.6109/jkiice.2025.29.5.672

By:

Soo-Tai Nam;
Chan-Yong Jin

Publication type:

Article

A deep semi-supervised machine learning algorithm for detecting transportation modes based on GPS tracking data.

Published in:

Transportation, 2025, v. 52, n. 4, p. 1745, doi. 10.1007/s11116-024-10472-x

By:

Sadeghian, Paria;
Golshan, Arman;
Zhao, Mia Xiaoyun;
Håkansson, Johan

Publication type:

Article

Predicting anorexia nervosa treatment efficacy: an explainable machine learning approach.

Published in:

Journal of Eating Disorders, 2025, v. 13, n. 1, p. 1, doi. 10.1186/s40337-025-01265-3

By:

Brizzi, Giulia;
Pupillo, Chiara;
Sajno, Elena;
Boltri, Margherita;
Brusa, Federico;
Scarpina, Federica;
Mendolicchio, Leonardo;
Riva, Giuseppe

Publication type:

Article

Overlapping point cloud registration algorithm based on KNN and the channel attention mechanism.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325261

By:

Chen, Yangzhuo;
Guo, Fengjiao;
Liu, Jingang;
Dai, Siling;
Huang, Jia;
Cai, Xiaowen

Publication type:

Article

Windows Malware Detection Under the Machine Learning Models and Neutrosophic Numbers.

Published in:

Neutrosophic Sets & Systems, 2025, v. 85, p. 650

By:

Aziz, Alber S.;
Eassa, Mohamed;
Abdelhafeez, Ahmed;
Metwaly, Ahmed A.;
Hussein, Ashraf M.;
Khalil, Nariman A.

Publication type:

Article

MACHINE LEARNING SOLUTIONS FOR THE HEALTHCARE INDUSTRY: A REVIEW.

Published in:

i-Manager's Journal on Artificial Intelligence & Machine Learning (JAIM), 2023, v. 1, n. 1, p. 41, doi. 10.26634/jaim.1.1.19230

By:

DEVI, P. BHARATHI;
RAVINDRA, P.;
KUMAR, R. KIRAN

Publication type:

Article

Machine Learning Insights into Ascorbic Acid-Enhanced Germination of Black Cumin (Nigella sativa L.) under Cadmium Stress.

Published in:

Journal of Plant Growth Regulation, 2025, v. 44, n. 5, p. 2184, doi. 10.1007/s00344-024-11536-z

By:

Ghiyasi, Mahdi;
Rezaee Danesh, Younes;
Amirnia, Reza;
Sharifi, Leila;
Najafi, Solmaz;
Mulet, José M.;
Porcel, Rosa

Publication type:

Article

Comparing the Effectiveness of Machine Learning and Deep Learning Models in Student Credit Scoring: A Case Study in Vietnam.

Published in:

Risks, 2025, v. 13, n. 5, p. 99, doi. 10.3390/risks13050099

By:

Thuy, Nguyen Thi Hong;
Ha, Nguyen Thi Vinh;
Trung, Nguyen Nam;
Binh, Vu Thi Thanh;
Hang, Nguyen Thu;
Binh, Vu The

Publication type:

Article

A Review of Artificial Intelligence Techniques for Wheat Crop Monitoring and Management.

Published in:

Agronomy, 2025, v. 15, n. 5, p. 1157, doi. 10.3390/agronomy15051157

By:

Barbedo, Jayme Garcia Arnal

Publication type:

Article

Limited Performance of Machine Learning Models Developed Based on Demographic and Laboratory Data Obtained Before Primary Treatment to Predict Coronary Aneurysms.

Published in:

Biomedicines, 2025, v. 13, n. 5, p. 1073, doi. 10.3390/biomedicines13051073

By:

Kim, Mi-Jin;
Kim, Gi-Beom;
Yang, Dongha;
Jang, Yeon-Jin;
Yu, Jeong-Jin

Publication type:

Article

An Explainable Framework Integrating Local Biplots and Gaussian Processes for Unemployment Rate Prediction in Colombia.

Published in:

Computation, 2025, v. 13, n. 5, p. 116, doi. 10.3390/computation13050116

By:

Pérez-Rosero, Diego Armando;
Manrique-Cabezas, Diego Alejandro;
Triana-Martinez, Jennifer Carolina;
Álvarez-Meza, Andrés Marino;
Castellanos-Dominguez, German

Publication type:

Article

Supervised Machine Learning Insights into Social and Linguistic Influences on Cesarean Rates in Luxembourg.

Published in:

Computation, 2025, v. 13, n. 5, p. 106, doi. 10.3390/computation13050106

By:

Adhav, Prasad;
Farias, María Bélen

Publication type:

Article

Assessment of Body Morphometry to Classify Two Colombian Creole Pigs Using Statistical and Machine Learning Methods.

Published in:

Life (2075-1729), 2025, v. 15, n. 5, p. 693, doi. 10.3390/life15050693

By:

Salamanca-Carreño, Arcesio;
Vélez-Terranova, Mauricio;
Parés-Casanova, Pere M.;
Toalombo-Vargas, Paula A.;
Rangel-Pachón, David E.;
Castillo-Pérez, Andrés F.

Publication type:

Article

Semi-Supervised Learning for Predicting Multiple Sclerosis.

Published in:

Journal of Personalized Medicine, 2025, v. 15, n. 5, p. 167, doi. 10.3390/jpm15050167

By:

Kotsiantis, Sotiris;
Melagraki, Georgia;
Verykios, Vassilios;
Sakagianni, Aikaterini;
Matsoukas, John

Publication type:

Article

Domain-Specific Knowledge Graph for Quality Engineering of Continuous Casting: Joint Extraction-Based Construction and Adversarial Training Enhanced Alignment.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5674, doi. 10.3390/app15105674

By:

Wu, Xiaojun;
She, Yue;
Wang, Xinyi;
Lu, Hao;
Gao, Qi

Publication type:

Article

Stock Market Bubble Warning: A Restricted Boltzmann Machine Approach Using Volatility–Return Sequences.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5613, doi. 10.3390/app15105613

By:

Valle, Mauricio A.;
Lavín, Jaime;
Urbina, Felipe

Publication type:

Article

Innovative Approaches to Traffic Anomaly Detection and Classification Using AI.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5520, doi. 10.3390/app15105520

By:

Pérez, Borja;
Resino, Mario;
Seco, Teresa;
García, Fernando;
Al-Kaff, Abdulla

Publication type:

Article