Works matching DE "SUPERVISED learning"

Results: 5000

Human shape representations are not an emergent property of learning to classify objects.

Published in:

2023

By:

Malhotra, Gaurav;
Dujmović, Marin;
Hummel, John;
Bowers, Jeffrey S.

Publication type:

Journal Article

Probabilistic learning of emotion categories.

Published in:

2019

By:

Plate, Rista C.;
Wood, Adrienne;
Woodard, Kristina;
Pollak, Seth D.

Publication type:

Journal 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

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

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

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

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

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

Adapting performance metrics for ordinal classification to interval scale: length matters.

Published in:

Machine Learning, 2025, v. 114, n. 2, p. 1, doi. 10.1007/s10994-024-06654-4

By:

Binotto, Giulia;
Delgado, Rosario

Publication type:

Article

Learning curves for decision making in supervised machine learning: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 11, p. 8371, doi. 10.1007/s10994-024-06619-7

By:

Mohr, Felix;
van Rijn, Jan N.

Publication type:

Article

Persistent Laplacian-enhanced algorithm for scarcely labeled data classification.

Published in:

Machine Learning, 2024, v. 113, n. 10, p. 7267, doi. 10.1007/s10994-024-06616-w

By:

Bhusal, Gokul;
Merkurjev, Ekaterina;
Wei, Guo-Wei

Publication type:

Article

A survey of class-imbalanced semi-supervised learning.

Published in:

Machine Learning, 2024, v. 113, n. 8, p. 5057, doi. 10.1007/s10994-023-06344-7

By:

Gui, Qian;
Zhou, Hong;
Guo, Na;
Niu, Baoning

Publication type:

Article

Correction: Learning sample-aware threshold for semi-supervised learning.

Published in:

2024

By:

WeiLei, Qi;
Feng, Lei;
Sun, Haoliang;
Wang, Ren;
He, Rundong;
Yin, Yilong

Publication type:

Correction Notice

Exposing and explaining fake news on-the-fly.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4615, doi. 10.1007/s10994-024-06527-w

By:

de Arriba-Pérez, Francisco;
García-Méndez, Silvia;
Leal, Fátima;
Malheiro, Benedita;
Burguillo, Juan Carlos

Publication type:

Article

Hellinger distance decision trees for PU learning in imbalanced data sets.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 4547, doi. 10.1007/s10994-023-06323-y

By:

Ortega Vázquez, Carlos;
vanden Broucke, Seppe;
De Weerdt, Jochen

Publication type:

Article

Applied machine learning to the determination of biochar hydrogen sulfide adsorption capacity.

Published in:

Machine Learning, 2024, v. 113, n. 6, p. 3419, doi. 10.1007/s10994-023-06446-2

By:

Banisheikholeslami, Abolhassan;
Qaderi, Farhad

Publication type:

Article

Learning de-biased regression trees and forests from complex samples.

Published in:

Machine Learning, 2024, v. 113, n. 6, p. 3379, doi. 10.1007/s10994-023-06439-1

By:

Nalenz, Malte;
Rodemann, Julian;
Augustin, Thomas

Publication type:

Article

Scalable variable selection for two-view learning tasks with projection operators.

Published in:

Machine Learning, 2024, v. 113, n. 6, p. 3525, doi. 10.1007/s10994-023-06433-7

By:

Szedmak, Sandor;
Huusari, Riikka;
Duong Le, Tat Hong;
Rousu, Juho

Publication type:

Article

Tackle balancing constraints in semi-supervised ordinal regression.

Published in:

Machine Learning, 2024, v. 113, n. 5, p. 2575, doi. 10.1007/s10994-024-06518-x

By:

Zhang, Chenkang;
Huang, Heng;
Gu, Bin

Publication type:

Article

Deep multimodal representation learning for generalizable person re-identification.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1921, doi. 10.1007/s10994-023-06352-7

By:

Xiang, Suncheng;
Chen, Hao;
Ran, Wei;
Yu, Zefang;
Liu, Ting;
Qian, Dahong;
Fu, Yuzhuo

Publication type:

Article

Hitting the target: stopping active learning at the cost-based optimum.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1529, doi. 10.1007/s10994-022-06253-1

By:

Pullar-Strecker, Zac;
Dost, Katharina;
Frank, Eibe;
Wicker, Jörg

Publication type:

Article

Transfer and share: semi-supervised learning from long-tailed data.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1725, doi. 10.1007/s10994-022-06247-z

By:

Wei, Tong;
Liu, Qian-Yu;
Shi, Jiang-Xin;
Tu, Wei-Wei;
Guo, Lan-Zhe

Publication type:

Article

Open-set learning under covariate shift.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1643, doi. 10.1007/s10994-022-06237-1

By:

Shao, Jie-Jing;
Yang, Xiao-Wen;
Guo, Lan-Zhe

Publication type:

Article

Online semi-supervised learning of composite event rules by combining structure and mass-based predicate similarity.

Published in:

Machine Learning, 2024, v. 113, n. 3, p. 1445, doi. 10.1007/s10994-023-06447-1

By:

Michelioudakis, Evangelos;
Artikis, Alexander;
Paliouras, Georgios

Publication type:

Article