Works matching DE "ENSEMBLE learning"

Results: 1032

Deep learning-based profiling side-channel attacks in SPECK cipher.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08888-1

By:

Hameed, Faisal;
Alkhzaimi, Hoda

Publication type:

Article

Development of a clinical decision support system for breast cancer detection using ensemble deep learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-06784-2

By:

Sandhu, Jasjeet Kaur;
Sharma, Chetna;
Kaur, Amandeep;
Pandey, Saroj Kumar;
Sinha, Anurag;
Shreyas, J.

Publication type:

Article

Machine learning for the prediction of augmented renal clearance (ARC) in patients with sepsis in critical care units.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11313-2

By:

Wu, Tong;
Zhuang, Ruo-Yu;
Wu, Yun-Zhe;
Wang, Xiao-Li;
Qu, Hong-ping;
Dong, Dan-Feng;
Lu, Yi-De;
Wu, Jing-yi

Publication type:

Article

Evaluating the impact of machine learning models on adult major depressive disorder using conventional treatment strategies: a systematic review approach.

Published in:

Discover Public Health, 2025, p. 1, doi. 10.1186/s12982-025-00816-y

By:

Yadav, Nishant;
Gulati, Anamika;
Gulati, Varun;
Yadav, Prashant

Publication type:

Article

Comparing Physics‐Based, Conceptual and Machine‐Learning Models to Predict Groundwater Levels by BMA.

Published in:

Ground Water, 2025, v. 63, n. 4, p. 484, doi. 10.1111/gwat.13487

By:

Wöhling, Thomas;
Delgadillo, Alvaro Oliver Crespo;
Kraft, Moritz;
Guthke, Anneli

Publication type:

Article

Ensemble learning for microbiome-based caries diagnosis: multi-group modeling and biological interpretation from salivary and plaque metagenomic data.

Published in:

BMC Oral Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12903-025-06590-2

By:

Wei, Fangqiao;
Wu, Zailong;
Li, Guanghui;
Sun, Xiangyu;
Shi, Xiangru;
Tan, Lei;
Ai, Tianxiang;
Qu, Long;
Zheng, Shuguo

Publication type:

Article

Technical note: Reconstructing missing surface aerosol elemental carbon data in long-term series with ensemble learning.

Published in:

Atmospheric Chemistry & Physics, 2025, v. 25, n. 13, p. 7485, doi. 10.5194/acp-25-7485-2025

By:

Meng, Qingxiao;
Zhang, Yunjiang;
Zhong, Sheng;
Fang, Jie;
Tang, Lili;
Rao, Yongcai;
Zhou, Minfeng;
Qiu, Jian;
Xu, Xiaofeng;
Petit, Jean-Eudes;
Favez, Olivier;
Ge, Xinlei

Publication type:

Article

The skill at modeling an extremely high ozone episode varies substantially amongst ensemble simulation.

Published in:

Atmospheric Chemistry & Physics, 2025, v. 25, n. 13, p. 7387, doi. 10.5194/acp-25-7387-2025

By:

Gao, Jinhui;
Xiao, Hui

Publication type:

Article

Assessing glaciogenic seeding impacts in Australia's Snowy Mountains: an ensemble modeling approach.

Published in:

Atmospheric Chemistry & Physics, 2025, v. 25, n. 13, p. 6703, doi. 10.5194/acp-25-6703-2025

By:

Chen, Sisi;
Xue, Lulin;
Tessendorf, Sarah A.;
Chubb, Thomas;
Peace, Andrew;
Kenyon, Suzanne;
Speirs, Johanna;
Wolff, Jamie;
Petzke, Bill

Publication type:

Article

Comparative Analysis of Machine Learning Models for Credit Card Fraud Detection Using SMOTE for Class Imbalance.

Published in:

International Journal of Safety & Security Engineering, 2025, v. 15, n. 5, p. 893, doi. 10.18280/ijsse.150504

By:

Andrade-Arenas, Laberiano;
Yactayo-Arias, Cesar

Publication type:

Article

Machine learning-driven IoT device for women's safety: a real-time sexual harassment prevention system.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 23, p. 27251, doi. 10.1007/s11042-024-20228-5

By:

Islam, Md Reazul;
Oliullah, Khondokar;
Kabir, Mohsin;
Rahman, Ashifur;
Mridha, M. F.;
Khan, Muhammed Fayyaz;
Dey, Nilanjan

Publication type:

Article

Design of a knowledge distillation network for wifi-based indoor localization.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 23, p. 26779, doi. 10.1007/s11042-024-20212-z

By:

Ganguly, Ritabroto;
Mallik, Manjarini;
Chowdhury, Chandreyee

Publication type:

Article

Potato leaf disease classification using fusion of multiple color spaces with weighted majority voting on deep learning architectures.

Published in:

2025

By:

Sarfarazi, Samaneh;
Zefrehi, Hossein Ghaderi;
Toygar, Önsen

Publication type:

Abstract

A hybrid diabetes risk prediction model XGB-ILSO-1DCNN.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 23, p. 26683, doi. 10.1007/s11042-024-20155-5

By:

Feng, Huifang;
Hui, Yanan

Publication type:

Article

A PCA-AdaBoost model for E-commerce customer churn prediction.

Published in:

Annals of Operations Research, 2025, v. 350, n. 2, p. 537, doi. 10.1007/s10479-022-04526-5

By:

Wu, Zengyuan;
Jing, Lizheng;
Wu, Bei;
Jin, Lingmin

Publication type:

Article

تفسیر پیش بینی بازده شاخص قیمت صنایع تولیدی بورس اوراق بهادار تهران با استفاده از یادگیری تجمیعی توضیح پذیر.

Published in:

Financial Management Perspective / Chashm/&āz-i Mudīriyyat-i Mālī, 2025, v. 14, n. 48, p. 55, doi. 10.48308/jfmp.2025.238860.1475

By:

رضا راعی;
مسعود وحدتی;
حسین محبی;
امیر حسین حیدری &#1583

Publication type:

Article

ENSEMBLE LEARNING TECHNIQUES FOR AUTOMATED MISINFORMATION DETECTION IN SOCIAL MEDIA.

Published in:

Pranjana: The Journal of Management Awareness, 2024, v. 27, n. 1, p. 86, doi. 10.5958/0974-0945.2024.00008.X

By:

Chhabra, Manish;
Sethi, Tarun

Publication type:

Article

Editorial.

Published in:

Pranjana: The Journal of Management Awareness, 2024, v. 27, n. 1, p. 2

By:

Alam, Aftab

Publication type:

Article

ENSEMBLE TRANSFER LEARNING FOR AUTOMATED GAUGE READING DETECTION AND PREDICTION.

Published in:

Scalable Computing: Practice & Experience, 2025, v. 26, n. 5, p. 2130, doi. 10.12694/scpe.v26i5.4786

By:

NINAMA, HITESH;
RAIKWAL, JAGDISH;
RAIKWAL, PUSHPA

Publication type:

Article

An end-to-end interpretable machine-learning-based framework for early-stage diagnosis of gallbladder cancer using multi-modality medical data.

Published in:

BMC Cancer, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12885-025-14462-9

By:

Zhao, Huiyu;
Miao, Chuang;
Zhu, Yidi;
Shu, Yijun;
Wu, Xiangsong;
Yin, Ziming;
Deng, Xiao;
Gong, Wei;
Yang, Ziyi;
Zou, Weiwen

Publication type:

Article

Enhancing spoken dialect identification with stacked generalization of deep learning models.

Published in:

2025

By:

Lounnas, Khaled;
Lichouri, Mohamed;
Abbas, Mourad

Publication type:

Conference Paper/Materials

An improved ensemble deep learning framework for glaucoma detection.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 22, p. 25309, doi. 10.1007/s11042-024-20088-z

By:

Subha, K. J.;
Rajavel, R.;
Paulchamy, B.

Publication type:

Article

The EfficientNetV2-based correction localization combining CSI and RSSI.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 11, p. 1, doi. 10.1007/s11227-025-07648-2

By:

Lu, Chundong;
Shang, Junna;
Liao, Wei;
Su, Mingkun;
Ding, Yanzhao

Publication type:

Article

A HYBRID FEATURE FUSED DEEP LEARNING APPROACH FOR LUNG CANCER CLASSIFICATION.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 4, p. 5670

By:

Vettriselvi, A.;
Divyarupakala, D.;
Gnanambigai, N.;
Dinadayalan, P.

Publication type:

Article

A Novel Fuzzy Fusion-Based Segmentation with Enhanced Feature Selection for Improved Breast Cancer Detection.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 2, p. 513

By:

Dubey, Vishakha;
Rathore, Shanti;
Gedam, Rahul

Publication type:

Article

Boosting-Based Prediction of Chronic Kidney Disease Using Clinical Parameters.

Published in:

Cuestiones de Fisioterapia, 2024, v. 53, n. 3, p. 1221

By:

Babu, S.;
Parameswari, P.

Publication type:

Article

Rainfall nowcasting models: state of the art and possible future perspectives.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2025, v. 70, n. 9, p. 1419, doi. 10.1080/02626667.2025.2490780

By:

De Luca, Davide Luciano;
Napolitano, Francesco;
Kim, Dongkyun;
Onof, Christian;
Biondi, Daniela;
Wang, Li-Pen;
Russo, Fabio;
Ridolfi, Elena;
Moccia, Benedetta;
Marconi, Flavia

Publication type:

Article

A Novel Machine and Deep Learning–Based Ensemble Techniques for Automatic Lung Cancer Detection.

Published in:

BioMed Research International, 2025, v. 2025, p. 1, doi. 10.1155/bmri/6666688

By:

Ansari, Mohd Munazzer;
Kumar, Shailendra;
Chola, Channabasava;
Heyat, Md Belal Bin;
Akhtar, Faijan;
Hayat, Mohd Ammar Bin;
Sayeed, Eram;
Parveen, Saba;
Abbasi, Rashid;
Pomary, Dustin;
Tyagi, Abhishek

Publication type:

Article

Advanced finite segmentation model with hybrid classifier learning for high-precision brain tumor delineation in PET imaging.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-09638-z

By:

Murugan, K.;
Palanisamy, SatheeshKumar;
Sathishkumar, N.;
Alshalali, Tagrid Abdullah N.

Publication type:

Article

Preoperative prediction value of 2.5D deep learning model based on contrast-enhanced CT for lymphovascular invasion of gastric cancer.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-11427-7

By:

Sun, Xiao;
Wang, Pei;
Ding, Rui;
Ma, Li;
Zhang, Huairong;
Zhu, Li

Publication type:

Article

Evaluating the strength properties of high-performance concrete in the form of ensemble and hybrid models using deep learning techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-10860-y

By:

Wang, Zhe;
Sun, Tao;
Sun, Yan;
Liu, Na

Publication type:

Article

Comparative analysis of machine learning algorithms for money laundering detection.

Published in:

Discover Artificial Intelligence, 2025, v. 5, n. 1, p. 1, doi. 10.1007/s44163-025-00397-4

By:

Ajagbe, Sunday Adeola;
Majola, Simphiwe;
Mudali, Pragasen

Publication type:

Article

A multi model ensemble reveals net climate benefits from regenerative practices in US Midwest croplands.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-08419-y

By:

Basso, Bruno;
Tadiello, Tommaso;
Millar, Neville;
Robertson, G. Philip;
Paustian, Keith;
Maureira, Fidel S.;
Albarenque, Susana;
Baer, Brian;
Price, Lydia;
Sharma, Prateek;
Villalobos, Chris;
Fowler, Ames;
Delandmeter, Mathieu;
Acutis, Marco;
Archontoulis, Sotirios;
Covey, Kristofer R.;
Doro, Luca;
Dumont, Benjamin;
Grace, Peter R.;
Hoogenboom, Gerrit

Publication type:

Article

Optimisation of Ensemble Learning Algorithms for Geotechnical Applications: A Mathematical Approach to Relative Density Prediction.

Published in:

Advances in Civil Engineering, 2025, v. 2025, p. 1, doi. 10.1155/adce/3042895

By:

Khari, Mahdy;
Dehghanbanadaki, Ali;
Armaghani, Danial Jahed;
Khandelwal, Manoj;
Sun, Xiaolong

Publication type:

Article

Researching the detection of continuous gravitational waves based on signal processing and ensemble learning.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10723, doi. 10.1007/s00521-024-10744-8

By:

Pintelas, Emmanuel;
Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

Memetic algorithm-based optimization of hybrid forecasting systems for multivariate time series.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10689, doi. 10.1007/s00521-024-10618-z

By:

Padilha, Guilherme Afonso Galindo;
Jung, Jason J.;
de Mattos Neto, Paulo S. G.

Publication type:

Article

A parameter-free nearest neighbor algorithm with reduced prediction time and improved performance through injected randomness.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10531, doi. 10.1007/s00521-024-10565-9

By:

Singh, Manpreet;
Chhabra, Jitender Kumar

Publication type:

Article

Feature analysis and ensemble-based fault detection techniques for nonlinear systems.

Published in:

Neural Computing & Applications, 2025, v. 37, n. 17, p. 10465, doi. 10.1007/s00521-024-10551-1

By:

Bolboacă, Roland;
Haller, Piroska;
Genge, Bela

Publication type:

Article

Micro- and Macroparametric Uncertainty in Climate Change Prediction: A Large Ensemble Perspective.

Published in:

Bulletin of the American Meteorological Society, 2025, v. 106, n. 7, p. E1319, doi. 10.1175/BAMS-D-24-0064.1

By:

de Melo Viríssimo, Francisco;
Stainforth, David A.

Publication type:

Article

A novel ensemble approach for road traffic carbon emission prediction: a case in Canada.

Published in:

Environment, Development & Sustainability, 2025, v. 27, n. 7, p. 15977, doi. 10.1007/s10668-024-04561-1

By:

Liu, Yongliang;
Tang, Chunling;
Zhou, Aiying;
Yang, Kai

Publication type:

Article

GPCR-A17 MAAP: mapping modulators, agonists, and antagonists to predict the next bioactive target.

Published in:

Journal of Cheminformatics, 2025, v. 17, n. 1, p. 1, doi. 10.1186/s13321-025-01050-z

By:

Caniceiro, Ana B.;
Amorim, Ana M. B.;
Rosário-Ferreira, Nícia;
Moreira, Irina S.

Publication type:

Article

Machine Learning Prediction of Urban Heat Island Severity in the Midwestern United States.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6193, doi. 10.3390/su17136193

By:

Mansouri, Ali;
Erfani, Abdolmajid

Publication type:

Article

Spatial Prediction of Soil Organic Carbon Based on a Multivariate Feature Set and Stacking Ensemble Algorithm: A Case Study of Wei-Ku Oasis in China.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6168, doi. 10.3390/su17136168

By:

Cao, Zuming;
Luo, Xiaowei;
Wang, Xuemei;
Li, Dun

Publication type:

Article

Predicting Groundwater Level Dynamics and Evaluating the Impact of the South-to-North Water Diversion Project Using Stacking Ensemble Learning.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 6120, doi. 10.3390/su17136120

By:

Wu, Hangyu;
Liu, Rong;
Lu, Chuiyu;
Sun, Qingyan;
Wu, Chu;
Yan, Lingjia;
Lu, Wen;
Zhou, Hang

Publication type:

Article

Safety Evaluation of Highways with Sharp Curves in Highland Mountainous Areas Using an Enhanced Stacking and Low-Cost Dataset Production Method.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5857, doi. 10.3390/su17135857

By:

Gong, Xu;
Bo, Wu;
Chen, Fei;
Wu, Xinhang;
Zhang, Xue;
Li, Delu;
Gou, Fengying;
Ren, Haisheng

Publication type:

Article

Deep Learning Models and Their Ensembles for Robust Agricultural Yield Prediction in Saudi Arabia.

Published in:

Sustainability (2071-1050), 2025, v. 17, n. 13, p. 5807, doi. 10.3390/su17135807

By:

Sbai, Zohra

Publication type:

Article

A Comparative Analysis of Non-Linear Machine Learning Models for Predicting Permeability Across the Blood-Brain Barrier.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 6, p. 105

By:

Asthana, Akash;
Tripathi, Adarsh

Publication type:

Article

Recent Advances in Optimization Methods for Machine Learning: A Systematic Review.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2210, doi. 10.3390/math13132210

By:

Liu, Xiaodong;
Qi, Huaizhou;
Jia, Suisui;
Guo, Yongjing;
Liu, Yang

Publication type:

Article

A Hybrid MIL Approach Leveraging Convolution and State-Space Model for Whole-Slide Image Cancer Subtyping.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2178, doi. 10.3390/math13132178

By:

Bi, Dehui;
Zhang, Yuqi

Publication type:

Article

State of Charge Prediction for Electric Vehicles Based on Integrated Model Architecture.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 13, p. 2197, doi. 10.3390/math13132197

By:

Wei, Min;
Liu, Yuhang;
Wang, Haojie;
Yuan, Siquan;
Hu, Jie

Publication type:

Article