Works matching DE "SUPERVISED learning"

Results: 5000

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

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

Synthetic Text as Data: On Usefulness and Limitations.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5460, doi. 10.3390/app15105460

By:

Choi, Seoyeon;
Sim, Jaein;
Choi, Guebin

Publication type:

Article

A Semi-Supervised Attention-Temporal Ensembling Method for Ground Penetrating Radar Target Recognition.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3138, doi. 10.3390/s25103138

By:

Liu, Li;
Yu, Dajiang;
Zhang, Xiping;
Xu, Hang;
Li, Jingxia;
Zhou, Lijun;
Wang, Bingjie

Publication type:

Article

Self-Supervised WiFi-Based Identity Recognition in Multi-User Smart Environments.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3108, doi. 10.3390/s25103108

By:

Rizk, Hamada;
Elmogy, Ahmed

Publication type:

Article

Investigating the Use of Electrooculography Sensors to Detect Stress During Working Activities.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3015, doi. 10.3390/s25103015

By:

Papetti, Alessandra;
Ciccarelli, Marianna;
Manni, Andrea;
Caroppo, Andrea;
Rescio, Gabriele

Publication type:

Article

MACHINE LEARNING FOR FRAUD DETECTION IN FINANCIAL TRANSACTIONS.

Published in:

i-Manager's Journal on Computer Science, 2025, v. 12, n. 4, p. 16, doi. 10.26634/jcom.12.4.21306

By:

NGULUBE, PRECIOUS

Publication type:

Article

کاهش دادههاي مورد نیاز براي آموزش مدلهاي یادگیري عمیق بر اساس خوشهبندي دادهها و کاربرد آن در وارونسازي ی کبعدي مگنتوتلوریک

Published in:

Iranian Journal of Geophysics (IJG), 2025, v. 19, n. 2, p. 1, doi. 10.30499/IJG.2024.450092.1589

By:

مهدي رحمانیجوینانی;
بنفشه حبیبیاندهکردي

Publication type:

Article

Machine Learning Based Assessment of Inguinal Lymph Node Metastasis in Patients with Squamous Cell Carcinoma of the Vulva.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 10, p. 3510, doi. 10.3390/jcm14103510

By:

Klamminger, Gilbert Georg;
Nigdelis, Meletios P.;
Bitterlich, Annick;
Haj Hamoud, Bashar;
Solomayer, Erich-Franz;
Hasenburg, Annette;
Wagner, Mathias

Publication type:

Article

Comparing Classification Algorithms to Recognize Selected Gestures Based on Microsoft Azure Kinect Joint Data.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 421, doi. 10.3390/info16050421

By:

Funken, Marc;
Hanne, Thomas

Publication type:

Article

Benchmarking 21 Open-Source Large Language Models for Phishing Link Detection with Prompt Engineering.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 366, doi. 10.3390/info16050366

By:

Nasution, Arbi Haza;
Monika, Winda;
Onan, Aytug;
Murakami, Yohei

Publication type:

Article

Validation of Satellite-Derived Green Canopy Cover in Rubber Plantations Using UAV and Ground Observations for Monitoring Leaf Fall Dynamics.

Published in:

Forests (19994907), 2025, v. 16, n. 5, p. 717, doi. 10.3390/f16050717

By:

Manessa, Masita Dwi Mandini;
Efriana, Anisya Feby;
Ayu, Farida;
Pamungkas, Fajar Dwi;
Stevanus, Charlos Togi;
Febbiyanti, Tri Rapani;
Shidiq, Iqbal Putut Ash;
Rokhmatulloh, Rokhmatulloh;
Supriatna, Supriatna;
Lestari, Retno;
Kase, Kiwamu;
Matsui, Minami;
Sajjad, Abdul Azis As;
Aji, Dewo Mustiko;
Riesnandar, Ariq Anggaraksa;
Prakarsa, Geraldo Nazar;
Nagara, Rakyan Paksi;
Pradono, Kuncoro Adi;
Parhusip, Ramanatalia

Publication type:

Article

Pyrolysis Kinetics of Pine Waste Based on Ensemble Learning.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2556, doi. 10.3390/en18102556

By:

Dhaundiyal, Alok;
Toth, Laszlo

Publication type:

Article

Automatic Detection and Feature Extraction of Equatorial Plasma Bubbles From All‐Sky Airglow Image Based on Machine Learning.

Published in:

Space Weather: The International Journal of Research & Applications, 2025, v. 23, n. 5, p. 1, doi. 10.1029/2025SW004336

By:

Zhong, Jia;
Zou, Ziming;
Wu, Kun;
Xu, Jiyao;
Lu, Yang;
Sun, Longchang;
Li, Qinzeng;
Yuan, Wei

Publication type:

Article

A deep semi-supervised learning approach to the detection of glaucoma on out-of-distribution retinal fundus image datasets.

Published in:

BMC Ophthalmology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12886-025-04153-1

By:

Wang, Lei;
Zhang, Xiaoyun;
Li, Zhongwen;
Yu, Shuchen;
Wu, Yabo;
Zhang, Shaodan;
Jiang, Gaoqiang;
Tian, Bihan;
Mei, Chenyang;
Pu, Jiantao;
Liang, Yuanbo;
Yi, Quanyong;
Wu, Wencan

Publication type:

Article

An Ensemble Resampling Based Transfer AdaBoost Algorithm for Small Sample Credit Classification with Class Imbalance.

Published in:

Computational Economics, 2025, v. 65, n. 6, p. 3779, doi. 10.1007/s10614-024-10690-6

By:

Zhang, Xiaoming;
Yu, Lean;
Yin, Hang

Publication type:

Article

Metaphor Detection in Nigerian Poetry Using Machine Learning Techniques.

Published in:

African Journal of Computing & ICT, 2024, v. 17, n. 2, p. 1

By:

Bashir, L. U.;
Olamiti, A. O.;
Ayorinde, I. T.

Publication type:

Article

Geographic Entity Alignment Based a Semi‐Supervised Dual Strategy Iteration.

Published in:

Transactions in GIS, 2025, v. 29, n. 3, p. 1, doi. 10.1111/tgis.70067

By:

Li, Zixuan;
Wu, Liang;
Qiu, Qinjun;
Zheng, Shiyu;
Tian, Miao;
Tao, Liufeng;
Xie, Zhong

Publication type:

Article

Linear Dimensionality Reduction: What Is Better?

Published in:

Data (2306-5729), 2025, v. 10, n. 5, p. 70, doi. 10.3390/data10050070

By:

Baliyan, Mohit;
Mirkes, Evgeny M.

Publication type:

Article

PE-MT: A Perturbation-Enhanced Mean Teacher for Semi-Supervised Image Segmentation.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 453, doi. 10.3390/bioengineering12050453

By:

Wang, Wenquan;
Li, Zhongwen;
Zhang, Xiaoyun;
Jiang, Gaoqiang;
Wu, Yabo;
Yu, Shuchen;
Tian, Bihan;
Hu, Mingzhe;
Xu, Xiaomin;
Wu, Wencan;
Yi, Quanyong;
Wang, Lei

Publication type:

Article

Overview of leakage scenarios in supervised machine learning.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01193-8

By:

Sasse, L.;
Nicolaisen-Sobesky, E.;
Dukart, J.;
Eickhoff, S. B.;
Götz, M.;
Hamdan, S.;
Komeyer, V.;
Kulkarni, A.;
Lahnakoski, J. M.;
Love, B. C.;
Raimondo, F.;
Patil, Kaustubh R.

Publication type:

Article

Cross-situational and supervised learning in the emergence of communication.

Published in:

Interaction Studies, 2011, v. 12, n. 1, p. 1, doi. 10.1075/is.12.1.05fon

By:

Fontanari, Jose Fernando;
Cangelosi, Angelo

Publication type:

Article

Managing cumulative impacts and protected areas in Antarctica: what can we learn from the rest of the world?

Published in:

Polar Research, 2022, v. 41, p. 1, doi. 10.33265/polar.v41.8432

By:

Soutullo, Alvaro;
Machado-Gaye, Ana Laura;
Juri, Eduardo

Publication type:

Article

Prediction of Efficiency for KSnI<sub>3</sub> Perovskite Solar Cells Using Supervised Machine Learning Algorithms.

Published in:

Journal of Electronic Materials, 2024, v. 53, n. 6, p. 3268, doi. 10.1007/s11664-024-10988-z

By:

Pindolia, Grishma;
Shinde, Satyam M

Publication type:

Article

ANALYSIS OF MACHINE-BASED LEARNING ALGORITHM USED IN NAMED ENTITY RECOGNITION.

Published in:

Informing Science, 2023, v. 26, p. 69, doi. 10.28945/5073

By:

Kamau, Francis Mithanga;
Ogada, Kennedy O.;
Kipruto, Cheruiyot W.

Publication type:

Article

Generative AI for Good.

Published in:

Government Technology, 2023, v. 36, n. 4, p. 8

By:

Goldsmith, Stephen

Publication type:

Article

A Comparative Study of Various Supervised Learning Approaches to Selective Omission in a Road Network.

Published in:

Cartographic Journal, 2017, v. 54, n. 3, p. 254, doi. 10.1179/1743277414Y.0000000083

By:

Zhou, Qi;
Li, Zhilin

Publication type:

Article

Clasificación de huecos en superficies de modelos tridimensionales de forma libre utilizando aprendizaje de máquina supervisado.

Published in:

Ingeniería y Desarrollo, 2015, v. 33, n. 1, p. 18, doi. 10.14482/inde.33.1.5437

By:

Atencio Ortiz, Pedro;
Branch Bedoya, John;
Sánchez Torres, Germán

Publication type:

Article

Swarm optimization clustering methods for opinion mining.

Published in:

Natural Computing, 2020, v. 19, n. 3, p. 547, doi. 10.1007/s11047-018-9681-2

By:

Souza, Ellen;
Santos, Diego;
Oliveira, Gustavo;
Silva, Alisson;
Oliveira, Adriano L. I.

Publication type:

Article

Preface.

Published in:

2020

By:

Pozo, Aurora;
de Arruda Camargo, Heloisa

Publication type:

Editorial