Works about SUPERVISED learning

Results: 5000

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

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

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

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

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

Social Media Cross-Source and Cross-Domain Sentiment Classification.

Published in:

International Journal of Information Technology & Decision Making, 2019, v. 18, n. 5, p. 1469, doi. 10.1142/S0219622019500305

By:

Zola, Paola;
Cortez, Paulo;
Ragno, Costantino;
Brentari, Eugenio

Publication type:

Article

An IoT Expert System Shell in Block-Chain Technology with ELM as Inference Engine.

Published in:

International Journal of Information Technology & Decision Making, 2019, v. 18, n. 1, p. 87, doi. 10.1142/S0219622018500499

By:

Carreño, Ricardo;
Aguilar, Verónica;
Pacheco, Daniel;
Acevedo, Marco Antonio;
Acevedo, María Elena;
Yu, Wen

Publication type:

Article

A semi-supervised segmentation algorithm as applied to k-means using information value.

Published in:

Orion, 2017, v. 33, n. 2, p. 85, doi. 10.5784/33-2-568

By:

Breed, D. G.;
Verstery, T.;
Terblanchez, S. E.

Publication type:

Article

Chiral‐Quantum‐Optics‐Based Supervised Learning.

Published in:

Annalen der Physik, 2023, v. 535, n. 11, p. 1, doi. 10.1002/andp.202300183

By:

Yan, Wei‐Bin;
Zhang, Ying‐Jie;
Man, Zhong‐Xiao;
Fan, Heng;
Xia, Yun‐Jie

Publication type:

Article

Predicting the oxidation states of Mn ions in the oxygen-evolving complex of photosystem II using supervised and unsupervised machine learning.

Published in:

Photosynthesis Research, 2023, v. 156, n. 1, p. 89, doi. 10.1007/s11120-022-00941-8

By:

Amin, Muhamed

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

Spiking neural networks modelled as timed automata: with parameter learning.

Published in:

Natural Computing, 2020, v. 19, n. 1, p. 135, doi. 10.1007/s11047-019-09727-9

By:

De Maria, Elisabetta;
Di Giusto, Cinzia;
Laversa, Laetitia

Publication type:

Article

Semi-supervised learning for question classification in CQA.

Published in:

Natural Computing, 2017, v. 16, n. 4, p. 567, doi. 10.1007/s11047-016-9554-5

By:

Li, Yiyang;
Su, Lei;
Chen, Jun;
Yuan, Liwei

Publication type:

Article

A New Separation Index and Classification Techniques Based on Shannon Entropy.

Published in:

Methodology & Computing in Applied Probability, 2023, v. 25, n. 4, p. 1, doi. 10.1007/s11009-023-10055-w

By:

Navarro, Jorge;
Buono, Francesco;
Arevalillo, Jorge M.

Publication type:

Article

Employing Constrained Nonnegative Matrix Factorization for Microstructure Segmentation.

Published in:

Microscopy & Microanalysis, 2024, v. 30, n. 4, p. 712, doi. 10.1093/mam/ozae056

By:

Chauniyal, Ashish;
Thome, Pascal;
Stricker, Markus

Publication type:

Article

Atomic-Scale Dynamics of the Initial Stages of Cu and Cu Alloy Oxidation.

Published in:

Microscopy & Microanalysis, 2024, v. 30, p. 1, doi. 10.1093/mam/ozae044.854

By:

Yang, Judith C;
Li, Meng;
Zakharov, Dmitri N;
McEver, Jack Greene;
Qiao, Linna;
Qu, Xiaohui;
Lu, Deyu;
Curnan, Matthew T;
House, Stephen D;
Gleason, Samuel;
Ciston, Jim;
Zhou, Guangwen;
Saidi, Wissam A

Publication type:

Article

Learning the Physics of Liquid Phase TEM Nanoparticle Trajectories Using Physics-Informed Generative AI.

Published in:

Microscopy & Microanalysis, 2024, v. 30, p. 1, doi. 10.1093/mam/ozae044.850

By:

Shabeeb, Zain;
Goyal, Naisargi;
Nantogmah, Pagnaa Attah;
Jamali, Vida

Publication type:

Article

Denoising of Scanning Electron Microscope Images Acquired at Rapid Frame Rates for Metrology Measurement.

Published in:

Microscopy & Microanalysis, 2024, v. 30, p. 1, doi. 10.1093/mam/ozae044.207

By:

Jung, Haewon;
Kang, Hoon;
Lee, Ha Rim;
Park, In-Yong

Publication type:

Article

Unsupervised Machine Learning Analysis for 4D-STEM Datasets.

Published in:

Microscopy & Microanalysis, 2024, v. 30, p. 1, doi. 10.1093/mam/ozae044.119

By:

Scott, Mary

Publication type:

Article

Factors predicting treatment response to biological and targeted synthetic disease-modifying antirheumatic drugs in psoriatic arthritis – a systematic review and meta-analysis.

Published in:

Clinical Rheumatology, 2024, v. 43, n. 12, p. 3723, doi. 10.1007/s10067-024-07193-y

By:

Künzler, Tabea;
Bamert, Manuel;
Sprott, Haiko

Publication type:

Article

Machine learning–based prediction of radiographic progression in patients with axial spondyloarthritis.

Published in:

Clinical Rheumatology, 2020, v. 39, n. 4, p. 983, doi. 10.1007/s10067-019-04803-y

By:

Joo, Young Bin;
Baek, In-Woon;
Park, Yune-Jung;
Park, Kyung-Su;
Kim, Ki-Jo

Publication type:

Article

HAMLET: Hybrid Adaptable Machine Learning approach to Extract Terminology.

Published in:

Terminology, 2021, v. 27, n. 2, p. 254, doi. 10.1075/term.20017.rig

By:

Rigouts Terryn, Ayla;
Hoste, Véronique;
Lefever, Els

Publication type:

Article

Identification of cleaning mechanism by using neural networks.

Published in:

Food & Bioproducts Processing: Transactions of the Institution of Chemical Engineers Part C, 2023, v. 138, p. 86, doi. 10.1016/j.fbp.2023.01.005

By:

Golla, C.;
Marschall, W. Freiherr;
Kricke, S.;
Rüdiger, F.;
Köhler, H.;
Fröhlich, J.

Publication type:

Article

The only constant in life is change: A moment of gratitude and respect for the past and a start for the new KSSTA team!

Published in:

Knee Surgery, Sports Traumatology, Arthroscopy, 2024, v. 32, n. 6, p. 1351, doi. 10.1002/ksa.12283

By:

Hirschmann, Michael T.;
Herbst, Elmar;
Milano, Giuseppe;
Musahl, Volker

Publication type:

Article

Supervised machine learning and associated algorithms: applications in orthopedic surgery.

Published in:

Knee Surgery, Sports Traumatology, Arthroscopy, 2023, v. 31, n. 4, p. 1196, doi. 10.1007/s00167-022-07181-2

By:

Pruneski, James A.;
Pareek, Ayoosh;
Kunze, Kyle N.;
Martin, R. Kyle;
Karlsson, Jón;
Oeding, Jacob F.;
Kiapour, Ata M.;
Nwachukwu, Benedict U.;
Williams III, Riley J.

Publication type:

Article

Machine learning in knee arthroplasty: specific data are key—a systematic review.

Published in:

Knee Surgery, Sports Traumatology, Arthroscopy, 2022, v. 30, n. 2, p. 376, doi. 10.1007/s00167-021-06848-6

By:

Hinterwimmer, Florian;
Lazic, Igor;
Suren, Christian;
Hirschmann, Michael T.;
Pohlig, Florian;
Rueckert, Daniel;
Burgkart, Rainer;
von Eisenhart-Rothe, Rüdiger

Publication type:

Article

ESR Bridges: bridging the AI gap: a collaborative effort of radiologists and technical AI professionals—a multidisciplinary view.

Published in:

European Radiology, 2025, v. 35, n. 2, p. 1089, doi. 10.1007/s00330-024-10988-x

By:

van Ooijen, Peter;
Ranschaert, Erik

Publication type:

Article

Prognosis prediction and risk stratification of transarterial chemoembolization or intraarterial chemotherapy for unresectable hepatocellular carcinoma based on machine learning.

Published in:

European Radiology, 2024, v. 34, n. 8, p. 5094, doi. 10.1007/s00330-024-10581-2

By:

Liu, Wendao;
Wei, Ran;
Chen, Junwei;
Li, Yangyang;
Pang, Huajin;
Zhang, Wentao;
An, Chao;
Li, Chengzhi

Publication type:

Article

From data to insights: how natural language processing and structured reporting advance data-driven radiology.

Published in:

European Radiology, 2023, v. 33, n. 11, p. 7494, doi. 10.1007/s00330-023-10242-w

By:

Fink, Matthias A.

Publication type:

Article

Fast, light, and scalable: harnessing data-mined line annotations for automated tumor segmentation on brain MRI.

Published in:

European Radiology, 2023, v. 33, n. 9, p. 6582, doi. 10.1007/s00330-023-09583-3

By:

Swinburne, Nathaniel C.;
Yadav, Vivek;
Murthy, Krishna Nand Keshava;
Elnajjar, Pierre;
Shih, Hao-Hsin;
Panyam, Prashanth Kumar;
Santilli, Alice;
Gutman, David C.;
Pike, Luke;
Moss, Nelson S.;
Stone, Jacqueline;
Hatzoglou, Vaios;
Shah, Akash;
Juluru, Krishna;
Shah, Sohrab P.;
Holodny, Andrei I.;
Young, Robert J.;
For The M.S.K. MIND Consortium;
Shah, Sohrab;
Gao, Jianjiong

Publication type:

Article

High spatiotemporal resolution dynamic contrast-enhanced MRI improves the image-based discrimination of histopathology risk groups of peripheral zone prostate cancer: a supervised machine learning approach.

Published in:

2020

By:

Winkel, David J.;
Breit, Hanns-Christian;
Block, Tobias K.;
Boll, Daniel T.;
Heye, Tobias J.

Publication type:

journal article

Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios.

Published in:

Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 7, p. 2875, doi. 10.1007/s00477-024-02719-x

By:

Wang, Qingyu;
Wang, Changming;
Tang, Haozhe;
Wu, Di;
Wang, Fei

Publication type:

Article