Works matching DE "STATISTICAL learning"

Results: 2512

基于BP典型相关分析和多变量 SOM 聚类的区划算法研究.

Published in:

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 3, p. 363, doi. 10.13878/j.cnki.jnuist.20240225001

By:

吴香华;
金芯如;
黎亚少;
任苗苗;
王巍巍

Publication type:

Article

Foreword to the Special Issue on Data Science in Business and Industry.

Published in:

Applied Stochastic Models in Business & Industry, 2025, v. 41, n. 3, p. 1, doi. 10.1002/asmb.70019

By:

Banks, David;
Martínez‐Ruiz, Alba;
Muñoz, David F.;
Trejos‐Zelaya, Javier

Publication type:

Article

PWFS: Probability-Weighted Feature Selection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2264, doi. 10.3390/electronics14112264

By:

Ayanoglu, Mehmet B.;
Uysal, Ismail

Publication type:

Article

Malicious Cloud Service Traffic Detection Based on Multi-Feature Fusion.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2190, doi. 10.3390/electronics14112190

By:

Chen, Zhouguo;
Deng, Chen;
Gao, Xiang;
Li, Xinze;
Hu, Hangyu

Publication type:

Article

A Cox Model-Based Workflow for Increased Accuracy in Activity-Travel Patterns Generation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6237, doi. 10.3390/app15116237

By:

Katsaitis, Dionysios;
Rizopoulos, Dimitrios;
Gkiotsalitis, Konstantinos

Publication type:

Article

Analyzing and Predicting the Agronomic Effectiveness of Fertilizers Derived from Food Waste Using Data-Driven Models.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 5999, doi. 10.3390/app15115999

By:

Kuligowski, Ksawery;
Tran, Quoc Ba;
Nguyen, Chinh Chien;
Kaczyński, Piotr;
Konkol, Izabela;
Świerczek, Lesław;
Cenian, Adam;
Nguyen, Xuan Cuong

Publication type:

Article

Assessment of Landslide Susceptibility using Geospatial Techniques: A Comparative Evaluation of Machine Learning and Statistical Models.

Published in:

Geological Journal, 2025, v. 60, n. 5, p. 1129, doi. 10.1002/gj.5080

By:

Raut, Subrata;
Dutta, Dipanwita;
Bera, Debarati;
Samanta, Rajeeb

Publication type:

Article

Demographic and socio-economic factors including sustainability related indexes in waste generation and recovery.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2025, v. 47, n. 1, p. 11100, doi. 10.1080/15567036.2021.1974610

By:

Van Fan, Yee;
Klemeš, Jiří Jaromír;
Lee, Chew Tin;
Tan, Raymond R.

Publication type:

Article

Establishment of M2 macrophage-related prognostic signature in pancreatic ductal adenocarcinoma.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02838-z

By:

Chen, Hui;
Yin, Jingyang;
Wang, Xianxing;
Xia, Renpei;
Qin, Fanbo;
Li, Zhuo;
Yang, Jiali;
Liu, Changjiang;
Guo, Shixiang;
Wang, Huaizhi

Publication type:

Article

Rate-Optimal Rank Aggregation with Private Pairwise Rankings.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 737, doi. 10.1080/01621459.2025.2484843

By:

Xu, Shirong;
Sun, Will Wei;
Cheng, Guang

Publication type:

Article

Innovations in Health Anomaly Detection: A Comparative Review of Machine Learning and Statistical Approaches.

Published in:

Fusion: Practice & Applications, 2024, v. 19, n. 2, p. 28, doi. 10.54216/FPA.190203

By:

Sallam, Nada M.;
Ben Salah, Eman

Publication type:

Article

Learning the Minimal Representation of a Continuous State-Space Markov Decision Process from Transition Data.

Published in:

Management Science, 2025, v. 71, n. 6, p. 5162, doi. 10.1287/mnsc.2022.01652

By:

Bennouna, Amine;
Pachamanova, Dessislava;
Perakis, Georgia;
Lami, Omar Skali

Publication type:

Article

CEPHALOPOD, a package to standardize marine habitat‐modelling practices and enhance inter‐comparability across biological observations.

Published in:

Methods in Ecology & Evolution, 2025, v. 16, n. 6, p. 1126, doi. 10.1111/2041-210X.70040

By:

Schickele, Alexandre;
Clerc, Corentin;
Benedetti, Fabio;
De Angelis, Daniele;
Hofmann Elizondo, Urs;
Münnich, Matthias;
Irisson, Jean‐Olivier;
Vogt, Meike

Publication type:

Article

A comparative study of various statistical and machine learning models for predicting restaurant demand in Bangladesh.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0325449

By:

Hossain, Md Shakhawath;
Parvin, Farjana

Publication type:

Article

Real‐Time Traffic Conflict Prediction at Intersections: A Novel Approach Integrating Statistical Models and Machine Learning.

Published in:

Journal of Advanced Transportation, 2025, v. 2025, p. 1, doi. 10.1155/atr/2239983

By:

Fu, Chuanyun;
Liu, Jiaming;
Liu, Huahua;
Wang, Xiaoli;
Lu, Zhaoyou;
Ou, Jushang;
Bai, Wei;
Wang, Kun

Publication type:

Article

Legal sentence boundary detection using hybrid deep learning and statistical models.

Published in:

Artificial Intelligence & Law, 2025, v. 33, n. 2, p. 519, doi. 10.1007/s10506-024-09394-x

By:

Sheik, Reshma;
Ganta, Sneha Rao;
Nirmala, S. Jaya

Publication type:

Article

Statistical and deep learning approaches in estimating present and future global mean sea level rise.

Published in:

Natural Hazards, 2025, v. 121, n. 9, p. 10377, doi. 10.1007/s11069-025-07203-5

By:

Tumse, Sergen;
Alcansoy, Umut

Publication type:

Article

Post‐Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data.

Published in:

Australian & New Zealand Journal of Statistics, 2025, v. 67, n. 1, p. 121, doi. 10.1111/anzs.12432

By:

Kabaila, Paul

Publication type:

Article

Gut microbiota and its influence on the Gut-Brain axis in comparison with chemotherapy patients and cancer-free control data in Breast cancer—A computational perspective.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324742

By:

Loganathan, Tamizhini;
Doss C, George Priya

Publication type:

Article

Statistical Context Learning in Visual Search: Distinct Electrophysiological Signatures of Contextual Guidance and Context Suppression.

Published in:

Journal of Neuroscience, 2025, v. 45, n. 22, p. 1, doi. 10.1523/JNEUROSCI.2186-24.2025

By:

Siyi Chen;
Nika Merkuš;
Shao-Yang Tsai;
Si Cheng;
Müller, Hermann J.;
Zhuanghua Shi

Publication type:

Article

SCALABLE COMPUTING-DRIVEN INNOVATION IN VOCATIONAL EDUCATION USING MACHINE LEARNING AND BIG DATA.

Published in:

Scalable Computing: Practice & Experience, 2025, v. 26, n. 4, p. 1607, doi. 10.12694/scpe.v26i4.4448

By:

YING CAO;
YALI LIN

Publication type:

Article

Dynamic Dual-Phase Forecasting Model for New Product Demand Using Machine Learning and Statistical Control.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1613, doi. 10.3390/math13101613

By:

Wang, Chien-Chih

Publication type:

Article

Predicting Indirect Tensile Strength of Rejuvenated Asphalt Mixes Using Machine Learning with High Reclaimed Asphalt Pavement Content.

Published in:

Processes, 2025, v. 13, n. 5, p. 1489, doi. 10.3390/pr13051489

By:

Al Mamun, Abdullah;
Gazder, Uneb;
Islam, Md Kamrul;
Arifuzzaman, Md;
Wahhab, Hamad Al-Abdul;
Rahman, Muhammad Muhitur

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

Comparative Analysis of Machine Learning Algorithms and Statistical Techniques for Data Analysis in Crop Growth Monitoring with NDVI.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2024, v. 48, n. M-5, p. 15, doi. 10.5194/isprs-archives-XLVIII-M-5-2024-15-2025

By:

Arunachalam, Manasha;
Sekar, Siddhaarth;
Erdmann, Annastasia M.;
Sajith Variyar, V. V.;
Sivanpillai, Ramesh

Publication type:

Article

Is there a competitive advantage to using multivariate statistical or machine learning methods over the Bross formula in the hdPS framework for bias and variance estimation?

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0324639

By:

Ehsanul Karim, Mohammad;
Lei, Yang

Publication type:

Article

MACHINE LEARNING NA PREVENÇÃO DE PERDAS NO E-COMMERCE: O USO DA REGRESSÃO LOGÍSTICA PARA IDENTIFICAÇÃO DE PEDIDOS FRAUDULENTOS.

Published in:

Revista Fatec Zona Sul (REFAS), 2025, v. 11, n. 4, p. 1, doi. 10.26853/Refas_ISSN-2359-182X_v11n04_04

By:

Matos Paixão, Kevin William;
Romeiro Lombardi, Gabrielle Maria;
de Andrade Barroso, Paulo Ricardo

Publication type:

Article

Convex Geometry and its Applications.

Published in:: Oberwolfach Reports, 2024, v. 21, n. 4, p. 3301, doi. 10.4171/OWR/2024/58
Publication type:: Article

Theoretical guarantees for domain adaptation with hierarchical optimal transport.

Published in:

Machine Learning, 2025, v. 114, n. 5, p. 1, doi. 10.1007/s10994-025-06749-6

By:

El Hamri, Mourad;
Bennani, Younès;
Falih, Issam

Publication type:

Article

Generalization bounds for learning under graph-dependence: a survey.

Published in:

Machine Learning, 2024, v. 113, n. 7, p. 3929, doi. 10.1007/s10994-024-06536-9

By:

Zhang, Rui-Ray;
Amini, Massih-Reza

Publication type:

Article

Utilising energy function and variational inference training for learning a graph neural network architecture.

Published in:

Machine Learning, 2024, v. 113, n. 3, p. 1219, doi. 10.1007/s10994-024-06513-2

By:

Girish, Gayathri;
Mishra, Deepak;
Moosath, Subrahamanian K. S.

Publication type:

Article

Heterogeneous sets in dimensionality reduction and ensemble learning.

Published in:

Machine Learning, 2024, v. 113, n. 4, p. 1683, doi. 10.1007/s10994-022-06254-0

By:

Reeve, Henry W. J.;
Kabán, Ata;
Bootkrajang, Jakramate

Publication type:

Article

Active learning algorithm through the lens of rejection arguments.

Published in:

Machine Learning, 2024, v. 113, n. 2, p. 753, doi. 10.1007/s10994-023-06494-8

By:

Denis, Christophe;
Hebiri, Mohamed;
Ndjia Njike, Boris;
Siebert, Xavier

Publication type:

Article

Word embeddings-based transfer learning for boosted relational dependency networks.

Published in:

Machine Learning, 2024, v. 113, n. 3, p. 1269, doi. 10.1007/s10994-023-06404-y

By:

Luca, Thais;
Paes, Aline;
Zaverucha, Gerson

Publication type:

Article

logicDT: a procedure for identifying response-associated interactions between binary predictors.

Published in:

Machine Learning, 2024, v. 113, n. 2, p. 933, doi. 10.1007/s10994-023-06488-6

By:

Lau, Michael;
Schikowski, Tamara;
Schwender, Holger

Publication type:

Article

Inverse learning in Hilbert scales.

Published in:

Machine Learning, 2023, v. 112, n. 7, p. 2469, doi. 10.1007/s10994-022-06284-8

By:

Rastogi, Abhishake;
Mathé, Peter

Publication type:

Article

PAC-learning with approximate predictors.

Published in:

Machine Learning, 2023, v. 112, n. 5, p. 1693, doi. 10.1007/s10994-023-06301-4

By:

Turner, Andrew J.;
Kabán, Ata

Publication type:

Article

Robust federated learning under statistical heterogeneity via hessian-weighted aggregation.

Published in:

Machine Learning, 2023, v. 112, n. 2, p. 633, doi. 10.1007/s10994-022-06292-8

By:

Ahmad, Adnan;
Luo, Wei;
Robles-Kelly, Antonio

Publication type:

Article

Limits of multi-relational graphs.

Published in:

Machine Learning, 2023, v. 112, n. 1, p. 177, doi. 10.1007/s10994-022-06281-x

By:

Alvarado, Juan;
Wang, Yuyi;
Ramon, Jan

Publication type:

Article

On the robustness of randomized classifiers to adversarial examples.

Published in:

Machine Learning, 2022, v. 111, n. 9, p. 3425, doi. 10.1007/s10994-022-06216-6

By:

Pinot, Rafael;
Meunier, Laurent;
Yger, Florian;
Gouy-Pailler, Cédric;
Chevaleyre, Yann;
Atif, Jamal

Publication type:

Article

A review on instance ranking problems in statistical learning.

Published in:

Machine Learning, 2022, v. 111, n. 2, p. 415, doi. 10.1007/s10994-021-06122-3

By:

Werner, Tino

Publication type:

Article

A comparison of statistical relational learning and graph neural networks for aggregate graph queries.

Published in:

Machine Learning, 2021, v. 110, n. 7, p. 1847, doi. 10.1007/s10994-021-06007-5

By:

Embar, Varun;
Srinivasan, Sriram;
Getoor, Lise

Publication type:

Article

Guest editors' introduction: special issue on Inductive Logic Programming (ILP 2019).

Published in:

2020

By:

Kazakov, Dimitar;
Železný, Filip

Publication type:

Editorial

Transfer learning by mapping and revising boosted relational dependency networks.

Published in:

Machine Learning, 2020, v. 109, n. 7, p. 1435, doi. 10.1007/s10994-020-05871-x

By:

Azevedo Santos, Rodrigo;
Paes, Aline;
Zaverucha, Gerson

Publication type:

Article

Efficient learning with robust gradient descent.

Published in:

Machine Learning, 2019, v. 108, n. 8/9, p. 1523, doi. 10.1007/s10994-019-05802-5

By:

Holland, Matthew J.;
Ikeda, Kazushi

Publication type:

Article

Online probabilistic theory revision from examples with ProPPR.

Published in:

Machine Learning, 2019, v. 108, n. 7, p. 1165, doi. 10.1007/s10994-019-05798-y

By:

Guimarães, Victor;
Paes, Aline;
Zaverucha, Gerson

Publication type:

Article

Semi-supervised online structure learning for composite event recognition.

Published in:

Machine Learning, 2019, v. 108, n. 7, p. 1085, doi. 10.1007/s10994-019-05794-2

By:

Michelioudakis, Evangelos;
Artikis, Alexander;
Paliouras, Georgios

Publication type:

Article

Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018.

Published in:

Machine Learning, 2019, v. 108, n. 7, p. 1057, doi. 10.1007/s10994-019-05790-6

By:

Lachiche, Nicolas;
Vrain, Christel;
Riguzzi, Fabrizio;
Bellodi, Elena;
Zese, Riccardo

Publication type:

Article

Lifted discriminative learning of probabilistic logic programs.

Published in:

Machine Learning, 2019, v. 108, n. 7, p. 1111, doi. 10.1007/s10994-018-5750-0

By:

Nguembang Fadja, Arnaud;
Riguzzi, Fabrizio

Publication type:

Article

Rethinking statistical learning theory: learning using statistical invariants.

Published in:

Machine Learning, 2019, v. 108, n. 3, p. 381, doi. 10.1007/s10994-018-5742-0

By:

Vapnik, Vladimir;
Izmailov, Rauf

Publication type:

Article