Works about SUPERVISED learning

Results: 5000

TransMI: a transfer-learning method for generalized map information evaluation.

Published in:

Cartography & Geographic Information Science, 2025, v. 52, n. 4, p. 370, doi. 10.1080/15230406.2024.2306827

By:

Wang, Chenglong;
Chen, Tianjiao;
Liu, Yuqian;
Kang, Mengjun;
Su, Shiliang;
Li, Binbo

Publication type:

Article

Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01177-8

By:

Patel, Pragati;
B., Sivarenjani;
Annavarapu, Ramesh Naidu

Publication type:

Article

Can We Make Early Predictions to Identify Which Medical Interns are at Risk of Failing a Clinical Posting?

Published in:

Education in Medicine Journal, 2025, v. 17, n. 1, p. 3, doi. 10.21315/eimj2025.17.1.2

By:

Ibrahim, Mohd Salami;
Hassan, Nurulhuda Mat;
Ong Yu Xuan;
Daud, Norwati;
Nik Mahdi, Nik Nor Ronaidi;
Yusop, Yuzana Mohd

Publication type:

Article

Bootstrapping public entities. Domain-specific NER for public speakers.

Published in:

Communication Methods & Measures, 2025, v. 19, n. 2, p. 131, doi. 10.1080/19312458.2024.2388098

By:

Nenno, Sami

Publication type:

Article

Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 5, p. 3527, doi. 10.1007/s10845-024-02415-1

By:

Theodoropoulos, Spyros;
Dardanis, Dimitrios;
Makridis, Georgios;
Zajec, Patrik;
Rožanec, Jože M.;
Kyriazis, Dimosthenis;
Tsanakas, Panayiotis

Publication type:

Article

Self-supervised learning for neural topic models with variance–invariance–covariance regularization.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 6, p. 5057, doi. 10.1007/s10115-025-02367-9

By:

Xu, Weiran;
Hirami, Kengo;
Eguchi, Koji

Publication type:

Article

Source-Free Domain Adaptation via Enhanced Self-Supervised Learning.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 7, p. 1, doi. 10.1142/S021800142552007X

By:

Yeh, Jih Pin;
Tsai, Yihjia;
Lin, Hsiau-Wen;
Lin, Hwei Jen;
Tokuyama, Yoshimasa

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

Real-Time Stress Detection from Raw Noisy PPG Signals Using LSTM Model Leveraging TinyML.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 6959, doi. 10.1007/s13369-024-09095-2

By:

Rostami, Amin;
Tarvirdizadeh, Bahram;
Alipour, Khalil;
Ghamari, Mohammad

Publication type:

Article

FRT capability improvement of a wind power system using support vector regression and deep neural network models.

Published in:

Australian Journal of Electrical & Electronic Engineering, 2025, v. 22, n. 2, p. 157, doi. 10.1080/1448837X.2024.2355000

By:

Sebastian, Preethi;
Nair, Usha

Publication type:

Article

基于改进可变形-端到端目标检测模型的竹片缺陷检测方法.

Published in:

Forest Engineering, 2025, v. 41, n. 2, p. 349, doi. 10.7525/j.issn.1006-8023.2025.02.014

By:

马良城;
徐筱茹;
伍希志

Publication type:

Article

Sporcular için Sensör Verileri Üzerinden Yapay Zeka ile Performans Yönetimi.

Published in:

Karaelmas Science & Engineering Journal / Karaelmas Fen ve Mühendislik Dergisi, 2025, v. 15, n. 1, p. 56, doi. 10.7212/karaelmasfen.1534899

By:

Zencir, Yasin;
Aydemir, Emrah

Publication type:

Article

Comparison of methods for tuning machine learning model hyper-parameters: with application to predicting high-need high-cost health care users.

Published in:

BMC Medical Research Methodology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12874-025-02561-x

By:

Meaney, Christopher;
Wang, Xuesong;
Guan, Jun;
Stukel, Therese A.

Publication type:

Article

基于少样本学习的表面缺陷检测方法综述.

Published in:

Journal of Zhengzhou University (Natural Science Edition), 2025, v. 57, n. 3, p. 1, doi. 10.13705/j.issn.1671-6841.2023239

By:

陈丽;
殷湘婷;
靳启帆;
姜晓恒;
酒明远;
徐明亮

Publication type:

Article

Students Activity Recognition through Machine Learning Approaches.

Published in:

Journal of Engineering Education Transformations, 2025, v. 38, n. 3, p. 507

By:

Chaudhuri, Nirmalya;
Gupta, Somsubhra

Publication type:

Article

融合情绪标签和原型网络的对话情绪识别.

Published in:

Journal of Dalian University of Technology / Dalian Ligong Daxue Xuebao, 2025, v. 65, n. 3, p. 313, doi. 10.7511/dllgxb202503013

By:

张洪通;
王健;
徐博;
杨亮;
林鸿飞

Publication type:

Article

Advancing patient care: Machine learning models for predicting grade 3+ toxicities in gynecologic cancer patients treated with HDR brachytherapy.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0312208

By:

Portocarrero-Bonifaz, Andres;
Syed, Salman;
Kassel, Maxwell;
McKenzie, Grant W.;
Shah, Vishwa M.;
Forry, Bryce M.;
Gaskins, Jeremy T.;
Sowards, Keith T.;
Avula, Thulasi Babitha;
Masters, Adrianna;
Schneider, Jose G.;
Silva, Scott R.

Publication type:

Article

An intelligent rule-based decision-making system for preliminary truck dispatching within open-pit mines.

Published in:

Mining Technology (2572-6668), 2025, v. 134, n. 1, p. 3, doi. 10.1177/25726668241301876

By:

Hazrathosseini, Arman;
Moradi Afrapoli, Ali

Publication type:

Article

ENTERTAINERS VS AI: A COMPARATIVE ANALYSIS OF THE UNIONIZED AND NONUNIONIZED ENTERTAINERS' APPROACHES TO AI.

Published in:

Loyola of Los Angeles Entertainment Law Review, 2025, v. 45, n. 2, p. 91

By:

Askar, Nicole

Publication type:

Article

Editorial for the Special Issue "Medical Data Processing and Analysis—2nd Edition".

Published in:

2025

By:

Mustafa, Wan Azani;
Alquran, Hiam

Publication type:

Editorial

Editorial for the Special Issue "Advances in Medical Image Processing, Segmentation, and Classification".

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 9, p. 1114, doi. 10.3390/diagnostics15091114

By:

Mustafa, Wan Azani;
Alquran, Hiam

Publication type:

Article

Lightweight Transformer with Adaptive Rotational Convolutions for Aerial Object Detection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5212, doi. 10.3390/app15095212

By:

Umirzakova, Sabina;
Muksimova, Shakhnoza;
Mahliyo Olimjon Qizi, Abrayeva;
Cho, Young Im

Publication type:

Article

SPT-AD: Self-Supervised Pyramidal Transformer Network-Based Anomaly Detection of Time Series Vibration Data.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5185, doi. 10.3390/app15095185

By:

Gong, Seokhyun;
Kim, Taeyong;
Jeong, Jongpil

Publication type:

Article

Semi-Supervised Nuclei Instance Segmentation with Category-Adaptive Sampling and Region-Adaptive Attention.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5107, doi. 10.3390/app15095107

By:

Li, Xunci;
Luo, Die;
Wei, Zimei;
Long, Junan;
Ye, Zhiwei

Publication type:

Article

CLSTM-MT (a Combination of 2-Conv CNN and BiLSTM Under the Mean Teacher Collaborative Learning Framework): Encryption Traffic Classification Based on CLSTM (a Combination of 2-Conv CNN and BiLSTM) and Mean Teacher Collaborative Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5089, doi. 10.3390/app15095089

By:

Qiu, Xiaozong;
Yan, Guohua;
Yin, Lihua

Publication type:

Article

Defense Mechanism of PV-Powered Energy Islands Against Cyber-Attacks Utilizing Supervised Machine Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5021, doi. 10.3390/app15095021

By:

Akpolat, Alper Nabi;
Kalay, Muhammet Samil

Publication type:

Article

Multi-Objective Robust Optimization Reconstruction Algorithm for Electrical Capacitance Tomography.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4778, doi. 10.3390/app15094778

By:

Yang, Xuejie;
Lei, Jing;
Liu, Qibin

Publication type:

Article

A Garbage Detection and Classification Model for Orchards Based on Lightweight YOLOv7.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 9, p. 3922, doi. 10.3390/su17093922

By:

Tian, Xinyuan;
Bai, Liping;
Mo, Deyun

Publication type:

Article

Comprehensive Evaluation of the Lunar South Pole Landing Sites Using Self-Organizing Maps for Scientific and Engineering Purposes.

Published in:

Remote Sensing, 2025, v. 17, n. 9, p. 1579, doi. 10.3390/rs17091579

By:

Liu, Hengxi;
Wang, Yongzhi;
Wen, Shibo;
Zhang, Sheng;
Zhu, Kai;
Liu, Jianzhong

Publication type:

Article

Composite Structural Health Prediction Using Vibroacoustic Responses via Machine Learning Techniques.

Published in:

International Journal of Applied Mechanics, 2025, v. 17, n. 4, p. 1, doi. 10.1142/S175882512550019X

By:

Pattanayak, Pritam;
Kumar, Vikash;
Meher, Ashish Kumar;
Akkasali, Naveen Kumar;
Satapathy, Suchismita;
Kumar, Gaurav;
Sharma, Nitin;
Panda, Subrata Kumar

Publication type:

Article

Deep learning-based automated tongue analysis system for assisted Chinese medicine diagnosis.

Published in:

Frontiers in Physiology, 2025, p. 1, doi. 10.3389/fphys.2025.1559389

By:

Chen, Tingnan;
Chen, Yutong;
Zhou, Zili;
Zhu, Ying;
He, Ling;
Zhang, Jing

Publication type:

Article

The occurrence of and risk factors for depressive symptomatology in myocarditis survivors: a cross-sectional survey-based study using machine learning.

Published in:

Frontiers in Psychiatry, 2025, p. 1, doi. 10.3389/fpsyt.2025.1581314

By:

Marrero-Polanco, Jean;
Suarez Pardo, Laura;
Niazi, Shehzad K.;
Smith, Daniel G.;
Stoppel, Cynthia J.;
Moose, Candace;
Athreya, Arjun P.;
Cooper, Leslie T.;
Bobo, William V.

Publication type:

Article

AI-DRIVEN PREDICTIVE MODELS FOR ACCURATE LBW CASE PREDICTIONS.

Published in:

Obstetrics & Gynaecology Forum, 2024, v. 34, n. 2, p. 728

By:

Reddy, Y. Sai Ganesh;
Sai, U. Bala Vijay;
Reddy, Y. Dinesh Kumar;
M., Arun

Publication type:

Article

Towards an Extensible Pipeline for Biomedical Knowledge Graph Construction from Scientific Papers.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 3, p. 625

By:

Ech-chorfi, Salah Edine;
Zemmouri, Elmoukhtar

Publication type:

Article

Exploring machine learning algorithms to predict short birth intervals and identify its determinants among reproductive-age women in East Africa.

Published in:

BMC Pregnancy & Childbirth, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12884-025-07668-z

By:

Yehuala, Tirualem Zeleke;
Fente, Bezawit Melak;
Wubante, Sisay Maru

Publication type:

Article

Limited memory bundle DC algorithm for sparse pairwise kernel learning.

Published in:

Journal of Global Optimization, 2025, v. 92, n. 1, p. 55, doi. 10.1007/s10898-025-01481-w

By:

Karmitsa, Napsu;
Joki, Kaisa;
Airola, Antti;
Pahikkala, Tapio

Publication type:

Article

FORECASTING ANOMALIES IN NETWORK TRAFFIC.

Published in:

Eastern-European Journal of Enterprise Technologies, 2025, v. 2, n. 2(134), p. 96, doi. 10.15587/1729-4061.2025.326779

By:

Zhumay, Inkar;
Tumanbayeva, Kymyssay;
Chezhimbayeva, Katipa;
Kalibek, Kuat

Publication type:

Article

A Novel Method for Breast Cancer Diagnosis Classification using the DWD Loss Function.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 5, p. 1501

By:

Khoudi, Zakaria;
Hafidi, Nasreddine;
Lyaqini, Soufiane;
Nachaoui, Mourad;
Youssef, Youssef Ben

Publication type:

Article

Identification of medicinal plant parts using depth-wise separable convolutional neural network.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0322936

By:

Widneh, Misganaw Aguate;
Alemu, Amlakie Aschale

Publication type:

Article

Allocation of Medical Resources with Supervised Learning.

Published in:

Journal of Circuits, Systems & Computers, 2025, v. 34, n. 8, p. 1, doi. 10.1142/S0218126625501968

By:

Jiang, Yitong;
Liu, Yang

Publication type:

Article

scSDNE: A semi-supervised method for inferring cell-cell interactions based on graph embedding.

Published in:

PLoS Computational Biology, 2025, v. 21, n. 5, p. 1, doi. 10.1371/journal.pcbi.1013027

By:

Jia, Chenchen;
Wang, Haiyun;
Zhao, Jianping;
Xia, Junfeng;
Zheng, Chunhou

Publication type:

Article

Speech enhancement based on emphasizing the fundamental frequency integrated with SNMF/DNN.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 14, p. 13157, doi. 10.1007/s11042-024-19464-6

By:

Shi, Tao;
Ullah, Rizwan;
Jia, Hongbo

Publication type:

Article

A hybrid machine learning model for skin disease classification using discrete wavelet transform and gray level co-occurrence matrix (GLCM).

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 14, p. 12835, doi. 10.1007/s11042-024-19449-5

By:

Verma, Sarvachan;
Kumar, Manoj

Publication type:

Article

A new ensemble method for brain tumor segmentation.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 13, p. 12081, doi. 10.1007/s11042-024-19434-y

By:

Laouali, Souleymane Mahaman;
Chebbah, Mouna;
Nakouri, Haïfa

Publication type:

Article

Characterization of seismicity from different glacial bed types: machine learning classification of laboratory stick-slip acoustic emissions.

Published in:

Annals of Glaciology, 2024, v. 65, p. 1, doi. 10.1017/aog.2024.11

By:

Saltiel, Seth;
Groebner, Nathan;
Sawi, Theresa;
McCarthy, Christine

Publication type:

Article

Abnormal Sound Source Detection and Localization by Spatial Mapping of Normal Sounds for Robotic Inspection in Oil Refineries.

Published in:

International Journal of Automation Technology, 2025, v. 19, n. 3, p. 192, doi. 10.20965/ijat.2025.p0192

By:

Kasahara, Jun Younes Louhi;
Tanaka, Kentaro;
Shoda, Koki;
Kinoshita, Masayoshi;
Kasahara, Seiji;
Ito, Hiroyuki;
Koda, Risa;
Tamura, Sunao;
Tanaka, Hirokazu;
Kato, Toshiya;
Nonaka, Fumihiko;
Kanda, Shinji;
Nagatani, Keiji;
Asama, Hajime;
An, Qi;
Yamashita, Atsushi

Publication type:

Article

Accurate Ripening Stage Classification of Pineapple Based on a Visible and Near-Infrared Hyperspectral Imaging System.

Published in:

Journal of AOAC International, 2025, v. 108, n. 3, p. 293, doi. 10.1093/jaoacint/qsaf010

By:

Chang, Hongjuan;
Meng, Qinghua;
Wu, Zhefeng;
Tang, Liu;
Qiu, Zouquan;
Ni, Chunyu;
Chu, Jiahui;
Fang, Juncheng;
Huang, Yuqing;
Li, Yu

Publication type:

Article

Enhancing Breast Cancer Diagnosis: A Semi-Supervised Deep Learning Model for Automated MRI Tumor Segmentation.

Published in:

Traitement du Signal, 2025, v. 42, n. 2, p. 737, doi. 10.18280/ts.420212

By:

Alsemmeari, Rayan A.;
Iqbal, Zakir;
Bakhsh, Sheikh Tahir;
Alghamdi, Bandar M.;
Alsulami, Abdulaziz A.;
Alturki, Badraddin

Publication type:

Article

Spike Rate Inference from Mouse Spinal Cord Calcium Imaging Data.

Published in:

Journal of Neuroscience, 2025, v. 45, n. 18, p. 1, doi. 10.1523/JNEUROSCI.1187-24.2025

By:

Rupprecht, Peter;
Wei Fan;
Sullivan, Steve J.;
Helmchen, Fritjof;
Sdrulla, Andrei D.

Publication type:

Article

Is a single model enough? The systematic comparison of computational approaches for detecting populist radical right content.

Published in:

Quality & Quantity, 2025, v. 59, p. 1163, doi. 10.1007/s11135-024-02034-1

By:

Makhortykh, Mykola;
de León, Ernesto;
Christner, Clara;
Sydorova, Maryna;
Urman, Aleksandra;
Adam, Silke;
Maier, Michaela;
Gil-Lopez, Teresa

Publication type:

Article