Original Research
Published on 03 May 2021
Predicting Drug-Disease Association Based on Ensemble Strategy
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2021.666575
- 5,174 views
- 21 citations
19 articles related to "Ensemble Strategy"
Articles
Methods
Published on 24 Apr 2019
An Ensemble Strategy to Predict Prognosis in Ovarian Cancer Based on Gene Modules
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2019.00366
- 5,210 views
- 6 citations
Original Research
Published on 23 May 2024
LCASPMDA: a computational model for predicting potential microbe-drug associations based on learnable graph convolutional attention networks and self-paced iterative sampling ensemble
in Systems Microbiology
Frontiers in Microbiology
doi 10.3389/fmicb.2024.1366272
- 2,396 views
- 8 citations
Original Research
Published on 28 May 2020
WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy
in Computational Genomics
Frontiers in Bioengineering and Biotechnology
doi 10.3389/fbioe.2020.00496
- 6,487 views
- 38 citations
Original Research
Published on 11 Dec 2024
A new BWO-based RGB vegetation index and ensemble learning strategy for the pests and diseases monitoring of CCB trees using unmanned aerial vehicle
in Technical Advances in Plant Science
Frontiers in Plant Science
doi 10.3389/fpls.2024.1464723
- 2,389 views
- 2 citations
Original Research
Published on 28 Apr 2022
A Multi-Classification Model for Predicting the Invasiveness of Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodules
in Thoracic Oncology
Frontiers in Oncology
doi 10.3389/fonc.2022.800811
- 3,878 views
- 12 citations
Brief Research Report
Accepted on 24 Apr 2026
Benchmarking major somatic structural variant callers on the HG008 genome
in Cancer Genetics and Oncogenomics
Frontiers in Genetics
- 140 views
Original Research
Published on 18 Oct 2021
An Outlier-Robust Point and Interval Forecasting System for Daily PM2.5 Concentration
in Environmental Economics and Management
Frontiers in Environmental Science
doi 10.3389/fenvs.2021.747101
- 3,634 views
- 4 citations
Original Research
Published on 21 Aug 2024
Comprehensive hepatotoxicity prediction: ensemble model integrating machine learning and deep learning
in Predictive Toxicology
Frontiers in Pharmacology
doi 10.3389/fphar.2024.1441587
- 5,370 views
- 15 citations
Original Research
Published on 09 Sep 2025
A deep learning/machine learning approach for anomaly based network intrusion detection
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1625891
- 11,230 views
- 10 citations
Original Research
Published on 26 Aug 2021
Antibiotic Intervention Affects Maternal Immunity During Gestation in Mice
in Nutritional Immunology
Frontiers in Immunology
doi 10.3389/fimmu.2021.685742
- 8,922 views
- 18 citations
Original Research
Published on 18 Jan 2022
A Hybrid Feature Selection and Ensemble Approach to Identify Depressed Users in Online Social Media
in Health Psychology
Frontiers in Psychology
doi 10.3389/fpsyg.2021.802821
- 7,385 views
- 34 citations
Methods
Published on 15 Dec 2020
Sc-GPE: A Graph Partitioning-Based Cluster Ensemble Method for Single-Cell
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2020.604790
- 5,025 views
- 18 citations
Original Research
Published on 15 Jan 2026
Integration of PCG spectrogram texture and deep features for the diagnosis of heart failure with preserved ejection fraction using heterogeneous stacking ensemble learning
in Computational Physiology and Medicine
Frontiers in Physiology
doi 10.3389/fphys.2025.1694781
- 1,027 views
Original Research
Published on 23 Mar 2026
A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
in Sustainable Pest and Disease Management
Frontiers in Horticulture
doi 10.3389/fhort.2026.1762580
- 431 views
Original Research
Published on 09 Mar 2026
MangoLeafNet-XAI: an attention-enhanced deep learning architecture for accurate and interpretable mango leaf disease classification
in Sustainable and Intelligent Phytoprotection
Frontiers in Plant Science
doi 10.3389/fpls.2026.1776537
- 512 views