Works matching Stochastic learning models

Results: 1073

Online learning stochastic model predictive control of linear uncertain systems.

Published in:

International Journal of Robust & Nonlinear Control, 2022, v. 32, n. 17, p. 9275, doi. 10.1002/rnc.6338

By:

Li, Fei;
Li, Huiping;
Li, Shaoyuan;
He, Yuyao

Publication type:

Article

A representation learning model based on stochastic perturbation and homophily constraint.

Published in:

Knowledge & Information Systems, 2023, v. 65, n. 12, p. 5353, doi. 10.1007/s10115-023-01941-3

By:

Li, Qi;
Jiang, Ming

Publication type:

Article

Assessing the Applicability of Random Forest, Stochastic Gradient Boosted Model, and Extreme Learning Machine Methods to the Quantitative Precipitation Estimation of the Radar Data: A Case Study to Gwangdeoksan Radar, South Korea, in 2018.

Published in:

Advances in Meteorology, 2019, p. 1, doi. 10.1155/2019/6542410

By:

Shin, Ju-Young;
Ro, Yonghun;
Cha, Joo-Wan;
Kim, Kyu-Rang;
Ha, Jong-Chul

Publication type:

Article

Integrating Deep Learning Models into Stochastic Network Calculus for Enhanced Channel State Prediction in Underwater Acoustic Networks.

Published in:

Wireless Personal Communications, 2025, v. 140, n. 3/4, p. 1085, doi. 10.1007/s11277-025-11759-7

By:

Saravanan, M.;
Sukumaran, Rajeev

Publication type:

Article

Active model learning of stochastic reactive systems (extended version).

Published in:

Software & Systems Modeling, 2024, v. 23, n. 2, p. 503, doi. 10.1007/s10270-024-01158-0

By:

Muškardin, Edi;
Tappler, Martin;
Aichernig, Bernhard K.;
Pill, Ingo

Publication type:

Article

A stroke detection and discrimination framework using broadband microwave scattering on stochastic models with deep learning.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-03043-y

By:

Alon, Leeor;
Dehkharghani, Seena

Publication type:

Article

Breast cancer classification using snapshot ensemble deep learning model and t-distributed stochastic neighbor embedding.

Published in:

Multimedia Tools & Applications, 2023, v. 82, n. 3, p. 4011, doi. 10.1007/s11042-022-13419-5

By:

Sharma, Nonita;
Sharma, K. P.;
Mangla, Monika;
Rani, Rajneesh

Publication type:

Article

Wavelets in Combination with Stochastic and Machine Learning Models to Predict Agricultural Prices.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 13, p. 2896, doi. 10.3390/math11132896

By:

Garai, Sandip;
Paul, Ranjit Kumar;
Rakshit, Debopam;
Yeasin, Md;
Emam, Walid;
Tashkandy, Yusra;
Chesneau, Christophe

Publication type:

Article

A Physics-Informed Auto-Learning Framework for Developing Stochastic Conceptual Models for ENSO Diversity.

Published in:

Journal of Climate, 2024, v. 37, n. 23, p. 6323, doi. 10.1175/JCLI-D-24-0092.1

By:

Zhang, Yinling;
Chen, Nan;
Vialard, Jérôme;
Fang, Xianghui

Publication type:

Article

Stochastic Thermodynamics of Learning Parametric Probabilistic Models.

Published in:

Entropy, 2024, v. 26, n. 2, p. 112, doi. 10.3390/e26020112

By:

Parsi, Shervin S.

Publication type:

Article

A STOCHASTIC LEARNING MODEL OF ECONOMIC BEHAVIOR.

Published in:

Quarterly Journal of Economics, 1973, v. 87, n. 2, p. 239, doi. 10.2307/1882186

By:

Cross, John G.

Publication type:

Article

Reliability analysis of energy management subsystem in a high altitude platform station using hierarchical stochastic models and machine learning.

Published in:

Journal of Industrial & Management Optimization, 2025, v. 21, n. 2, p. 1, doi. 10.3934/jimo.2024124

By:

Jain, Ishu;
Gautam, Anupam

Publication type:

Article

Semi-empirical prediction method for monthly precipitation prediction based on environmental factors and comparison with stochastic and machine learning models.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2020, v. 65, n. 11, p. 1928, doi. 10.1080/02626667.2020.1784901

By:

Zhang, Huihui;
Loáiciga, Hugo A.;
Ren, Fu;
Du, Qingyun;
Ha, Da

Publication type:

Article

Hydrological drought forecasting using multi-scalar streamflow drought index, stochastic models and machine learning approaches, in northern Iran.

Published in:

Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 8, p. 1615, doi. 10.1007/s00477-020-01949-z

By:

Aghelpour, Pouya;
Bahrami-Pichaghchi, Hadigheh;
Varshavian, Vahid

Publication type:

Article

Transforming Wind Data into Insights: A Comparative Study of Stochastic and Machine Learning Models in Wind Speed Forecasting.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 7, p. 3543, doi. 10.3390/app15073543

By:

Tuğrul, Türker;
Oruç, Sertaç;
Hınıs, Mehmet Ali

Publication type:

Article

NO EVIDENCE FOR STOCHASTIC LEARNING IN VOTER TURNOUT.

Published in:

American Sociological Review, 2003, v. 68, n. 1, p. 153, doi. 10.2307/3088906

By:

Martin, Steven P.;
Shieh, Ching-Yi A.

Publication type:

Article

Predicting daily reference evapotranspiration rates in a humid region, comparison of seven various data-based predictor models.

Published in:

Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 12, p. 4133, doi. 10.1007/s00477-022-02249-4

By:

Aghelpour, Pouya;
Norooz-Valashedi, Reza

Publication type:

Article

Guest editorial for the special section on SEFM 2020 and 2021.

Published in:

2024

By:

de Boer, Frank S.;
Cerone, Antonio

Publication type:

Editorial

First, Do No Harm: Predictive Analytics to Reduce In-Hospital Adverse Events.

Published in:

Journal of Management Information Systems, 2021, v. 38, n. 4, p. 1122, doi. 10.1080/07421222.2021.1990619

By:

Lin, Yu-Kai;
Fang, Xiao

Publication type:

Article

Retailer vs. vendor managed inventory with considering stochastic learning effect.

Published in:

Journal of the Operational Research Society, 2020, v. 71, n. 4, p. 628, doi. 10.1080/01605682.2019.1581407

By:

Wei, Qian;
Zhang, Jianxiong;
Zhu, Guowei;
Dai, Rui;
Zhang, Shichen

Publication type:

Article

A Bad Barrel Spoils a Good Apple: How Uncertainty and Networks Affect Whether Matching Rules Can Foster Cooperation.

Published in:

Journal of Artificial Societies & Social Simulation, 2022, v. 25, n. 1, p. 1, doi. 10.18564/jasss.4754

By:

de Matos Fernandes, Carlos A.;
Flache, Andreas;
Bakker, Dieko M.;
Dijkstra, Jacob

Publication type:

Article

A Machine‐Learning‐Assisted Stochastic Cloud Population Model as a Parameterization of Cumulus Convection.

Published in:

Journal of Advances in Modeling Earth Systems, 2022, v. 14, n. 7, p. 1, doi. 10.1029/2021MS002808

By:

Hagos, Samson;
Chen, Jingyi;
Barber, Katelyn;
Sakaguchi, Koichi;
Plant, Robert S.;
Feng, Zhe;
Xiao, Heng

Publication type:

Article

SMLFire1.0: a stochastic machine learning (SML) model for wildfire activity in the western United States.

Published in:

Geoscientific Model Development, 2023, v. 16, n. 12, p. 3407, doi. 10.5194/gmd-16-3407-2023

By:

Buch, Jatan;
Williams, A. Park;
Juang, Caroline S.;
Hansen, Winslow D.;
Gentine, Pierre

Publication type:

Article

The stochastic learning curve: Optimal production in the presence of learning-curve uncertainty.

Published in:

Operations Research, 1997, v. 45, n. 3, p. 440, doi. 10.1287/opre.45.3.440

By:

Mazzola, Joseph B.;
McCardle, Kevin F.

Publication type:

Article

OptiSembleForecasting: optimization-based ensemble forecasting using MCS algorithm and PCA-based error index.

Published in:

Journal of Supercomputing, 2024, v. 80, n. 2, p. 1568, doi. 10.1007/s11227-023-05542-3

By:

Yeasin, Md.;
Paul, Ranjit Kumar

Publication type:

Article

Insulator Defect Recognition Based on Vision Big‐Model Transfer Learning and Stochastic Configuration Network.

Published in:

IET Signal Processing (Wiley-Blackwell), 2024, v. 2024, p. 1, doi. 10.1049/2024/4182652

By:

Liu, Siyuan;
Ma, Yihua;
Zheng, Zedong;
Pang, Xinfu;
Li, Bingyou;
Zhai, Chao

Publication type:

Article

Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Jianyu Wang;
Joshi, Gauri

Publication type:

Article

Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 21, p. 4407, doi. 10.3390/electronics12214407

By:

Bieliński, Adrian;
Rojek, Izabela;
Mikołajewski, Dariusz

Publication type:

Article

In-depth metaproteomics analysis of tongue coating for gastric cancer: a multicenter diagnostic research study.

Published in:

Microbiome, 2024, v. 12, n. 1, p. 1, doi. 10.1186/s40168-023-01730-8

By:

Chen, Jiahui;
Sun, Yingying;
Li, Jie;
Lyu, Mengge;
Yuan, Li;
Sun, Jiancheng;
Chen, Shangqi;
Hu, Can;
Wei, Qing;
Xu, Zhiyuan;
Guo, Tiannan;
Cheng, Xiangdong

Publication type:

Article

Computational Phonology - Part II: Grammars, Learning, and the Future.

Published in:

Language & Linguistics Compass, 2011, v. 5, n. 4, p. 153, doi. 10.1111/j.1749-818X.2011.00268.x

By:

Heinz, Jeffrey

Publication type:

Article

Symmetric U-Net Model Tuned by FOX Metaheuristic Algorithm for Global Prediction of High Aerosol Concentrations.

Published in:

Symmetry (20738994), 2024, v. 16, n. 5, p. 525, doi. 10.3390/sym16050525

By:

Nikezić, Dušan P.;
Radivojević, Dušan S.;
Mirkov, Nikola S.;
Lazović, Ivan M.;
Miljojčić, Tatjana A.

Publication type:

Article

An Approximate Dynamic Programming Approach to Dynamic Stochastic Matching.

Published in:

INFORMS Journal on Computing, 2024, v. 36, n. 4, p. 1006, doi. 10.1287/ijoc.2021.0203

By:

You, Fan;
Vossen, Thomas

Publication type:

Article

A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems.

Published in:

INFORMS Journal on Computing, 2024, v. 36, n. 3, p. 849, doi. 10.1287/ijoc.2022.0010

By:

Wang, Shanshan;
Delage, Erick

Publication type:

Article

A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse.

Published in:

INFORMS Journal on Computing, 2024, v. 36, n. 2, p. 526, doi. 10.1287/ijoc.2021.0306

By:

Fan, Xiangyi;
Hanasusanto, Grani A.

Publication type:

Article

Memory Capacity of Networks with Stochastic Binary Synapses.

Published in:

PLoS Computational Biology, 2014, v. 10, n. 8, p. 1, doi. 10.1371/journal.pcbi.1003727

By:

Dubreuil, Alexis M.;
Amit, Yali;
Brunel, Nicolas

Publication type:

Article

Psychophysical detection and learning in freely behaving rats: a probabilistic dynamical model for operant conditioning.

Published in:

Journal of Computational Neuroscience, 2020, v. 48, n. 3, p. 333, doi. 10.1007/s10827-020-00751-8

By:

Devecioğlu, İsmail;
Güçlü, Burak

Publication type:

Article

The Paradox of Anthroponormative Restriction: Artistic Artificial Intelligence and Literary Writing.

Published in:

CounterText, 2022, v. 8, n. 2, p. 262, doi. 10.3366/count.2022.0270

By:

Bajohr, Hannes

Publication type:

Article

Hybrid modeling approaches for agricultural commodity prices using CEEMDAN and time delay neural networks.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-74503-4

By:

Pandit, Pramit;
Sagar, Atish;
Ghose, Bikramjeet;
Paul, Moumita;
Kisi, Ozgur;
Vishwakarma, Dinesh Kumar;
Mansour, Lamjed;
Yadav, Krishna Kumar

Publication type:

Article

A Theoretical Learning Model Combining Stochastic Cellular Automata and Economic Indicators to Simulate Land Use Change.

Published in:

International Journal of Applied Evolutionary Computation, 2015, v. 6, n. 3, p. 1, doi. 10.4018/IJAEC.2015070101

By:

Sfa, Fatima Ezahra;
Nemiche, Mohamed;
Pla Lopez, Rafael

Publication type:

Article

Retracted: Analysis Method of Agricultural Total Factor Productivity Based on Stochastic Block Model (SBM) and Machine Learning.

Published in:

2024

By:

Quality, Journal of Food

Publication type:

Correction Notice

Adaptive online learning of generative stochastic models.

Published in:

Complexity, 2003, v. 8, n. 4, p. 95, doi. 10.1002/cplx.10093

By:

Stiller, J. C.

Publication type:

Article

Remaining Useful Life Prediction for Power Storage Electronic Components Based on Fractional Weibull Process and Shock Poisson Model.

Published in:

Fractal & Fractional, 2024, v. 8, n. 8, p. 485, doi. 10.3390/fractalfract8080485

By:

Song, Wanqing;
Yang, Xianhua;
Deng, Wujin;
Cattani, Piercarlo;
Villecco, Francesco

Publication type:

Article

The convergence of least squares learning in stochastic temporary equilibrium models.

Published in:

Economic Theory, 2002, v. 20, n. 4, p. 837, doi. 10.1007/s00199-001-0237-8

By:

Chatterji, Shurojit

Publication type:

Article

The social construction of the cultural mind: Imitative learning as a mechanism of human pedagogy.

Published in:

Interaction Studies, 2005, v. 6, n. 3, p. 463

By:

Gergely, György;
Csibra, Gergely

Publication type:

Article

What is task-centered learning?

Published in:

TechTrends: Linking Research & Practice to Improve Learning, 2014, v. 58, n. 5, p. 27, doi. 10.1007/s11528-014-0784-z

By:

Francom, Gregory;
Gardner, Joel

Publication type:

Article

An Instrumental Analysis of English Monophthongs Produced by Thai EFL Learners.

Published in:

Pertanika Journal of Social Sciences & Humanities, 2012, v. 20, n. 4, p. 1143

By:

Pillai, S.;
Salaemae, W.

Publication type:

Article

Modelling the dynamics of traits involved in fighting-predators-prey system.

Published in:

Journal of Mathematical Biology, 2015, v. 71, n. 6/7, p. 1575, doi. 10.1007/s00285-015-0869-0

By:

Kooi, B.

Publication type:

Article

Pair formation.

Published in:

Journal of Mathematical Biology, 2012, v. 64, n. 4, p. 613, doi. 10.1007/s00285-011-0454-0

By:

Hadeler, K.

Publication type:

Article

Design and Implementation of a Deep Learning Model and Stochastic Model for the Forecasting of the Monthly Lake Water Level.

Published in:

Limnological Review (MDPI), 2024, v. 24, n. 3, p. 217, doi. 10.3390/limnolrev24030013

By:

Al-Nuaami, Waleed Ahmed Hassen;
Dawod, Lamiaa Abdul-jabbar;
Kibria, B. M. Golam;
Ghorbani, Shahryar

Publication type:

Article

Prior knowledge and exemplar frequency.

Published in:

Memory & Cognition, 2008, v. 36, n. 7, p. 1335, doi. 10.3758/MC.36.7.1335

By:

Harris, Harlan D.;
Murphy, Gregory L.;
Rehrer, Bob

Publication type:

Article