Works matching DE "ENSEMBLE learning"

Results: 1166

Evaluating the sample size requirements of tree-based ensemble machine learning techniques for clinical risk prediction.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 7, p. 1356, doi. 10.1177/09622802251338983

By:

Kalaycıoğlu, Oya;
Pavlou, Menelaos;
Akhanlı, Serhat E;
de Belder, Mark A;
Ambler, Gareth;
Omar, Rumana Z

Publication type:

Article

Automatic Compiler Tuning for Inlining with Machine Learning.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 11, p. 1, doi. 10.1142/S0218001425520160

By:

Huang, Da;
Shi, Xiaohua;
Feng, Yuchen;
Zhao, Changhai;
Wen, Jiamin;
Shang, Minqiang

Publication type:

Article

ResCap-MobileNet: Integrating Multi-modal Feature Extraction and Ensemble Learning for Osteoporotic Fracture Detection.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 11, p. 1, doi. 10.1142/S0218001425510139

By:

Yelamati, Srilatha;
Thota, Srikanth

Publication type:

Article

DEVELOPMENT OF A HYBRID MACROECONOMIC MODEL FOR FORECAST OF ECONOMIC INDICATORS.

Published in:

Science World Journal, 2025, v. 20, n. 1, p. 289, doi. 10.4314/swj.v20i1.39

By:

Y. A., Ibrahim;
N. O., Nweze;
M. U., Adehi;
S. E., Chaku

Publication type:

Article

Prediction of Copper Matte Grade Based on DN-GAN Stacking Algorithm: Prediction of copper matte grade based on DN-GAN stacking algorithm: Li, Gu, Gao, Ding, and Yin.

Published in:

JOM: The Journal of The Minerals, Metals & Materials Society (TMS), 2025, v. 77, n. 1, p. 50, doi. 10.1007/s11837-024-06886-8

By:

Li, Tiangui;
Gu, Wenjuan;
Gao, Wenqi;
Ding, Can;
Yin, Yanchao

Publication type:

Article

Machine learning approach to predict the thermal performance and friction factor of cylindrical heat exchangers with perforated conical ring turbulators.

Published in:

Journal of Thermal Analysis & Calorimetry, 2025, v. 150, n. 7, p. 5841, doi. 10.1007/s10973-025-14092-0

By:

Gomathi, B.;
Ramanipriya, M.;
Anitha, S.

Publication type:

Article

Developing new high-entropy alloys with enhanced hardness using a hybrid machine learning approach: integrating interpretability and NSGA-II optimization.

Published in:

Journal of Materials Science, 2025, v. 60, n. 10, p. 4820, doi. 10.1007/s10853-025-10729-5

By:

Dey, Debsundar;
Pal, Anik;
Biyani, Pranjal;
Mandal, Pritam;
Pal, Snehanshu;
Das, Suchandan;
Dey, Santanu;
Ghosh, Manojit

Publication type:

Article

Fetal health risk prediction using ensemble-based machine learning approaches.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 8, p. 7227, doi. 10.1007/s10115-025-02442-1

By:

Mondal, Subhash;
Maity, Ranjan;
Nag, Amitava;
Ghosh, Soumadip

Publication type:

Article

Book recommendation using sentiment analysis and ensembling hybrid deep learning models.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 2, p. 1131, doi. 10.1007/s10115-024-02250-z

By:

Devika, P.;
Milton, A.

Publication type:

Article

Comparative analysis of automatic hair count estimation methods.

Published in:

Archives of Dermatological Research, 2025, v. 317, n. 1, p. 1, doi. 10.1007/s00403-025-03893-w

By:

Wang, Yi-Fan;
Hsu, Mei-Hua;
Wang, Max Yue-Feng

Publication type:

Article

An Ensemble Learning Framework for Model Fitting and Evaluation in Inverse Linear Optimization.

Published in:

INFORMS Journal on Optimization, 2021, v. 3, n. 2, p. 119, doi. 10.1287/ijoo.2019.0045

By:

Babier, Aaron;
Chan, Timothy C. Y.;
Lee, Taewoo;
Mahmood, Rafid;
Terekhov, Daria

Publication type:

Article

机器故障时装配作业车间重调度方式决策的集成学习模型.

Published in:

Journal of Wuhan University of Science & Technology, 2025, v. 48, n. 4, p. 309, doi. 10.3969/j.issn.1674-3644.2025.04.008

By:

王开元;
唐秋华;
成丽新;
赵联鹏

Publication type:

Article

Decision Tree based Framework for Business Decision Support System using Big Data Analytics.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 8, p. 5703

By:

Twinkle;
Kumar, Parveen

Publication type:

Article

Forecasting Efficient Prediction of Diabetic Coronary Heart Disease Using Hybrid Ensemble Learning Method (HELM) and Feature Selection Algorithm.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 5, p. 45

By:

Madhumalar, S.;
Sivakumar, S.

Publication type:

Article

Synergistic Fusion of Ultrasound Image Augmentation, Ensemble Learning, and Transfer Learning for Robustness Against Overfitting in Machine Learning Model Technique.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 4, p. 1142

By:

Dhandayuthapani, V. Bala;
Pal, Moumita;
Selvarani, A. Geetha;
raj, K. Bharath;
Prasad, Ch. Raghava;
Shabbeer Basha, K. Hazee

Publication type:

Article

A Comprehensive Survey on Skin disease detection using deep learning.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 169

By:

B., Vidhyashree;
G. S., Prasanna Lakshmi

Publication type:

Article

IoT Based Fetal Heathcare Prediction using Machine Learning Approaches.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 7452

By:

Devigasri, V.;
Ramyachitra, D.

Publication type:

Article

Enhancing Sugarcane Leaf Disease Diagnosis with USEM: A Hybrid Approach Using U-Net and Stacked Ensemble Learning.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 4190

By:

B. C., Santhrupth;
C., Devaraj Verma

Publication type:

Article

A Novel Approach for Heart Disease Detection Using Hyperparameter-Tuned Random Forest Ensemble Method.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 3, p. 4260

By:

Devadass Daniel, J. Joel;
Thirumalaikumari, T.;
Choubey, Shruti Bhargava;
Theresa, W. Gracy;
Kumar, D. Praveen;
Rama, R. Senthil

Publication type:

Article

Enhanced Heart Disease Prediction Through Meta-Features and Optimized Diagnostic Techniques.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 2, p. 129

By:

Gulhane, Monali;
Sajana, T.

Publication type:

Article

Enhancing coronary artery diseases screening: A comprehensive assessment of machine learning approaches using routine clinical and laboratory data.

Published in:

Frontiers in Health Informatics, 2024, v. 13, n. 1, p. 1, doi. 10.30699/fhi.v13i0.555

By:

Naji, Shahryar;
Niazkhani, Zahra;
Khademvatan, Kamal;
Pirnejad, Habibollah

Publication type:

Article

基于集成学习的虹膜分割算法.

Published in:

Electronic Science & Technology, 2025, v. 38, n. 3, p. 88, doi. 10.16180/j.cnki.issn1007-7820.2025.03.012

By:

孙佳倩;
朱金荣;
张小宝;
张云恺;
龚卫娟

Publication type:

Article

Hybrid Attention-Enhanced Xception and Dynamic Chaotic Whale Optimization for Brain Tumor Diagnosis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 7, p. 747, doi. 10.3390/bioengineering12070747

By:

Ibrahim, Aliyu Tetengi;
Hassan, Ibrahim Hayatu;
Abdullahi, Mohammed;
Kana, Armand Florentin Donfack;
Abubakar, Amina Hassan;
Mohammed, Mohammed Tukur;
Gabralla, Lubna A.;
Rusydi, Mohamad Khoiru;
Chiroma, Haruna

Publication type:

Article

A Unified Deep Learning Ensemble Framework for Voice-Based Parkinson's Disease Detection and Motor Severity Prediction.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 7, p. 699, doi. 10.3390/bioengineering12070699

By:

Khedimi, Madjda;
Zhang, Tao;
Dehmani, Chaima;
Zhao, Xin;
Geng, Yanzhang

Publication type:

Article

Hierarchical Swin Transformer Ensemble with Explainable AI for Robust and Decentralized Breast Cancer Diagnosis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 6, p. 651, doi. 10.3390/bioengineering12060651

By:

Ahmed, Md. Redwan;
Rahman, Hamdadur;
Limon, Zishad Hossain;
Siddiqui, Md Ismail Hossain;
Khan, Mahbub Alam;
Pranta, Al Shahriar Uddin Khondakar;
Haque, Rezaul;
Swapno, S M Masfequier Rahman;
Cho, Young-Im;
Abdallah, Mohamed S.

Publication type:

Article

Machine Learning Techniques Applied to COVID-19 Prediction: A Systematic Literature Review.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 514, doi. 10.3390/bioengineering12050514

By:

Cheng, Yunyun;
Cheng, Rong;
Xu, Ting;
Tan, Xiuhui;
Bai, Yanping

Publication type:

Article

Enhanced and Interpretable Prediction of Multiple Cancer Types Using a Stacking Ensemble Approach with SHAP Analysis.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 472, doi. 10.3390/bioengineering12050472

By:

Ganie, Shahid Mohammad;
Dutta Pramanik, Pijush Kanti;
Zhao, Zhongming

Publication type:

Article

Explainable AI for Chronic Kidney Disease Prediction in Medical IoT: Integrating GANs and Few-Shot Learning.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 4, p. 356, doi. 10.3390/bioengineering12040356

By:

Rezk, Nermeen Gamal;
Alshathri, Samah;
Sayed, Amged;
Hemdan, Ezz El-Din

Publication type:

Article

Non-Contact Cross-Person Activity Recognition by Deep Metric Ensemble Learning.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 11, p. 1124, doi. 10.3390/bioengineering11111124

By:

Ye, Chen;
Xu, Siyuan;
He, Zhengran;
Yin, Yue;
Ohtsuki, Tomoaki;
Gui, Guan

Publication type:

Article

Classification and Prediction of Leukemia using Ensemble Learning Technique.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4827

By:

Aiswairya, P.;
Manimekalai, S.

Publication type:

Article

A Hybrid Intrusion Detection System using Machine Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4797

By:

Sangeetha, K.;
Raja, P. Vishnu;
T., Pradeep;
M., Sabari;
P., Sarathi

Publication type:

Article

Fraud Detection in Banking Data by Machine Learning Techniques.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4414

By:

Vinay, Narlagiri;
Rakhi, G.;
Mahaboob, Shaik;
Rao, R. Suvarna

Publication type:

Article

Ayurveda Insights: Ensemble Learning for Personalized Wellness.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 4106

By:

Deshpande, K. V.;
Nadgauda, Shruti;
Sulbhewar, Tejal;
Pingalkar, Aditi;
Tamboli, Alisha;
Patil, K. M.

Publication type:

Article

Least Variance based Modeling of Heart Disease Prediction System using Ensemble Technique.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 2467

By:

Pacheco, Sheilla Ann;
Bangoy, Jayzel P.;
Rehman, Zain G.;
Rehman, Sania F.;
Goyani, Smit V.;
Goyani, Mahesh M.

Publication type:

Article

Updated Model Deep Learning Methods for Classification of Respiratory Diseases using Different Medical Imaging and Cough Sounds.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 1677

By:

A., Aswin;
Ramesh, G.

Publication type:

Article

Machine Learning-based Data Fusion Technique for Irrigation Management in Multi-Crop Framework.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part2, p. 1456

By:

Suganya, D.;
Selvakumar, A.

Publication type:

Article

A Review on Anisotropic Anomaly based Cancer-Causing Gene Detection using Hybrid ML Techniques.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2025, v. 11, n. Part1, p. 380

By:

A., Thulasi Bai;
Pradeepraj, T. Sam

Publication type:

Article

Edge-AI based Plant Leaf Disease Identification and Prevention for Smart Agriculture.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 5, p. 6556

By:

Santhosh B. J.;
Balarengadurai C.

Publication type:

Article

Ensemble Learning based Supervised Learning Approach for Designing of 5G/B5G Classification System.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 5661

By:

Mandapuri, Saiteja;
Polsani, Jayaram;
Navile, Suresh;
Marthaman, Pradeep;
supriya, L. Hema

Publication type:

Article

Prediction of Cardiovascular Diseases using Ensemble Learning and Ant Colony Optimization.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 5432

By:

Finny, Tabitha;
Sonia, S. V. Evangelin

Publication type:

Article

Care with Ayurveda using Ensemble Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 5093

By:

Deshpande, K. V.;
Nadgauda, Shruti;
Sulbhewar, Tejal;
Pingalkar, Aditi;
Tamboli, Alisha

Publication type:

Article

Personalized Alzheimer’s Disease Progression Prediction with Machine Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 4539

By:

Badole, Madhuri;
Rane, Siddhesh;
Bharne, Atharv;
Kulloli, Vaishali;
Karpe, Mayur

Publication type:

Article

Detection of Brain Tumor Types based on Fanet Segmentation and GLRLM with Ensemble Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 4396

By:

Tiple, Anjali Hemant;
Kakade, A. B.;
Dhabarde, Rupali

Publication type:

Article

Deploying an Advanced Intrusion Detection System (IDS) to Detect and Respond to Potential Breache and Malicious Activities.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2,Part 4, p. 4073

By:

Kumar, M. Senthil;
Rajan, B. Chidhambara;
P., Harish;
R., Kishore Kumar;
N., Vijayaraghavan

Publication type:

Article

Enhancing Dermatological Diagnosis: A Novel Skin Disease Prediction Web Application with Ensemble Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2, Part 2, p. 1292

By:

Krishna Vivek, Y. Venkata;
T. R., Krishnaprasad

Publication type:

Article

Cloud Classification using Satellite Imagery and Deep Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2, Part 2, p. 1146

By:

Bathe, Kavita;
Patil, Nita

Publication type:

Article

Software Defect Sentry using Ensemble Learning.

Published in:

Grenze International Journal of Engineering & Technology (GIJET), 2024, v. 10, n. 2, Part 2, p. 477

By:

Gajbhiye, Darshana;
Shete, Ritesh;
Shah, Param;
Debory, Pratik;
Vora, Bhavya

Publication type:

Article

GDMSafe: Enhancing gestational diabetes prediction through visceral adipose tissue and ensemble learning models.

Published in:

Revista Colombiana de Ciencias Químico-Farmacéuticas, 2025, v. 54, n. 2, p. 323, doi. 10.15446/rcciquifa.v54n2.121130

By:

Ramla, M.;
Sangeeth, S.;
Nickolas, S.

Publication type:

Article

Characterization of the Freshness of Pork by Near-Infrared Spectroscopy (NIRS) and Ensemble Learning.

Published in:

Analytical Letters, 2025, v. 58, n. 15, p. 2698, doi. 10.1080/00032719.2024.2434119

By:

Tan, Cheng;
Chen, Hui;
Zeng, Miao;
Xue, Zhi

Publication type:

Article

Geographical Origin Traceability of Atractylodes macrocephala Koidz. Using Mass Spectrometry Data Fusion and Ensemble Learning.

Published in:

Analytical Letters, 2025, v. 58, n. 2, p. 272, doi. 10.1080/00032719.2024.2323074

By:

Tang, Ying;
Zhao, Han-Qing;
Zhang, Xin-Yi;
Wang, Xiao-Zhi;
Du, Ci;
Chen, Sha;
Chen, Yao;
Wang, Tong

Publication type:

Article