Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Amin, Md. Tahsin, Ahmmod, Tanim, Ferdus, Zannatul, Naem, Talukder Naemul Hasan, Ferdous, Ehsanul, Bhattacharjee, Arpita, Solaiman, Ishmam Ahmed, Noor, Nahiyan Bin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Assessing the Reliability of Large Language Models in the Bengali Legal Context: A Comparative Evaluation Using LLM-as-Judge and Legal Experts
by: Aftahee, Sabik, et al.
Published: (2025)
by: Aftahee, Sabik, et al.
Published: (2025)
A Domain-Adapted Lightweight Ensemble for Resource-Efficient Few-Shot Plant Disease Classification
by: Islam, Anika, et al.
Published: (2025)
by: Islam, Anika, et al.
Published: (2025)
ELMF4EggQ: Ensemble Learning with Multimodal Feature Fusion for Non-Destructive Egg Quality Assessment
by: Hassan, Md Zahim, et al.
Published: (2025)
by: Hassan, Md Zahim, et al.
Published: (2025)
Star-shaped nanostructure-based multifunctional chiral metasurface for near-infrared wavelengths
by: Karim, Md. Ehsanul, et al.
Published: (2025)
by: Karim, Md. Ehsanul, et al.
Published: (2025)
Person centered stroke rehabilitation in a low-resource country: A three-track reasoning case on dysphagia and cognitive recovery
by: Farin, Zannatul Ferdous, et al.
Published: (2025)
by: Farin, Zannatul Ferdous, et al.
Published: (2025)
Stacked Ensemble Model With Explainable AI for Early Detection of Heart Disease
by: Nazmun Nahar, et al.
Published: (2026)
by: Nazmun Nahar, et al.
Published: (2026)
Multispecies Probiotics Relieve High Temperature–Induced Growth Obstruction and Stress on Rohu ( Labeo rohita ) by Activating GH/IGF Axis
by: Zannatul Ferdous, et al.
Published: (2025)
by: Zannatul Ferdous, et al.
Published: (2025)
Visual Robustness Benchmark for Visual Question Answering (VQA)
by: Ishmam, Md Farhan, et al.
Published: (2024)
by: Ishmam, Md Farhan, et al.
Published: (2024)
StackLiverNet: A Novel Stacked Ensemble Model for Accurate and Interpretable Liver Disease Detection
by: Haque, Md. Ehsanul, et al.
Published: (2025)
by: Haque, Md. Ehsanul, et al.
Published: (2025)
Interpretable Heart Disease Prediction via a Weighted Ensemble Model: A Large-Scale Study with SHAP and Surrogate Decision Trees
by: Hasnat, Md Abrar, et al.
Published: (2025)
by: Hasnat, Md Abrar, et al.
Published: (2025)
GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer
by: Hasan, Md. Mahmudul, et al.
Published: (2025)
by: Hasan, Md. Mahmudul, et al.
Published: (2025)
A Lightweight and Explainable DenseNet-121 Framework for Grape Leaf Disease Classification
by: Haque, Md. Ehsanul, et al.
Published: (2026)
by: Haque, Md. Ehsanul, et al.
Published: (2026)
When Safety Blocks Sense: Measuring Semantic Confusion in LLM Refusals
by: Anonto, Riad Ahmed, et al.
Published: (2025)
by: Anonto, Riad Ahmed, et al.
Published: (2025)
An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
by: Talukder, Md. Alamin, et al.
Published: (2023)
by: Talukder, Md. Alamin, et al.
Published: (2023)
Robust Ensemble Person Re-Identification via Orthogonal Fusion with Occlusion Handling
by: Ferdous, Syeda Nyma, et al.
Published: (2024)
by: Ferdous, Syeda Nyma, et al.
Published: (2024)
Water Added Probiotics Attenuates Sumithion‐Induced Toxicity on Growth, Intestinal Deformities, Erythrocytic Abnormalities, and Immunity in Nile Tilapia ( Oreochromis niloticus )
by: Atika Anjum, et al.
Published: (2026)
by: Atika Anjum, et al.
Published: (2026)
SugarcaneNet: An Optimized Ensemble of LASSO-Regularized Pre-trained Models for Accurate Disease Classification
by: Talukder, Md. Simul Hasan, et al.
Published: (2024)
by: Talukder, Md. Simul Hasan, et al.
Published: (2024)
Prompting with Sign Parameters for Low-resource Sign Language Instruction Generation
by: Tariquzzaman, Md, et al.
Published: (2025)
by: Tariquzzaman, Md, et al.
Published: (2025)
A Benchmark of Classical and Deep Learning Models for Agricultural Commodity Price Forecasting on A Novel Bangladeshi Market Price Dataset
by: Muhammad, Tashreef, et al.
Published: (2026)
by: Muhammad, Tashreef, et al.
Published: (2026)
BoardVision: Deployment-ready and Robust Motherboard Defect Detection with YOLO+Faster-RCNN Ensemble
by: Hill, Brandon, et al.
Published: (2025)
by: Hill, Brandon, et al.
Published: (2025)
DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data
by: Ferdous, Muhammad Hasan, et al.
Published: (2026)
by: Ferdous, Muhammad Hasan, et al.
Published: (2026)
MultiBanAbs: A Comprehensive Multi-Domain Bangla Abstractive Text Summarization Dataset
by: Ferdous, Md. Tanzim, et al.
Published: (2025)
by: Ferdous, Md. Tanzim, et al.
Published: (2025)
Evaluating Spatiotemporal Distribution and Interactions of Sediment Grain Sizes With Salinity, Density, and Nutrient Profile in a Subtropical River Watershed
by: Shaibal Bhattacharjee, et al.
Published: (2026)
by: Shaibal Bhattacharjee, et al.
Published: (2026)
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors
by: Alam, Md Ferdous, et al.
Published: (2024)
by: Alam, Md Ferdous, et al.
Published: (2024)
A Hybrid Federated Learning Based Ensemble Approach for Lung Disease Diagnosis Leveraging Fusion of SWIN Transformer and CNN
by: Chowdhury, Asif Hasan, et al.
Published: (2026)
by: Chowdhury, Asif Hasan, et al.
Published: (2026)
Advancing Assistive Robotics: Multi-Modal Navigation and Biophysical Monitoring for Next-Generation Wheelchairs
by: Hossain, Md. Anowar, et al.
Published: (2026)
by: Hossain, Md. Anowar, et al.
Published: (2026)
TimeWarp: Evaluating Web Agents by Revisiting the Past
by: Ishmam, Md Farhan, et al.
Published: (2026)
by: Ishmam, Md Farhan, et al.
Published: (2026)
Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment
by: Ishmam, Alvi Md, et al.
Published: (2024)
by: Ishmam, Alvi Md, et al.
Published: (2024)
Ensemble Learning for Healthcare: A Comparative Analysis of Hybrid Voting and Ensemble Stacking in Obesity Risk Prediction
by: Islam, Towhidul, et al.
Published: (2025)
by: Islam, Towhidul, et al.
Published: (2025)
Analyzing the Dynamics of COVID-19 Lockdown Success: Insights from Regional Data and Public Health Measures
by: Manik, Md. Motaleb Hossen, et al.
Published: (2024)
by: Manik, Md. Motaleb Hossen, et al.
Published: (2024)
Beyond Symbolic Solving: Multi Chain-of-Thought Voting for Geometric Reasoning in Large Language Models
by: Siddique, Md. Abu Bakor, et al.
Published: (2026)
by: Siddique, Md. Abu Bakor, et al.
Published: (2026)
Ensemble Language Models for Multilingual Sentiment Analysis
by: Hasan, Md Arid
Published: (2024)
by: Hasan, Md Arid
Published: (2024)
Redefining Computing: Rise of ARM from consumer to Cloud for energy efficiency
by: Rahman, Tahmid Noor, et al.
Published: (2024)
by: Rahman, Tahmid Noor, et al.
Published: (2024)
Intra‐abdominal adhesions as a cause of cyclic pain, influenced by the stomach's filling state
by: J. Lenarz, et al.
Published: (2026)
by: J. Lenarz, et al.
Published: (2026)
CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation
by: Doris, Anna C., et al.
Published: (2025)
by: Doris, Anna C., et al.
Published: (2025)
HELO Cryptography: A Lightweight Cryptographic System for Enhancing IoT Security in P2P Data Transmission
by: Ahmed, Tahsin, et al.
Published: (2026)
by: Ahmed, Tahsin, et al.
Published: (2026)
AgriMind: An Ensemble Deep Learning Framework for Multi-Class Plant Disease Classification
by: Koli, Salma Hoque Talukdar, et al.
Published: (2026)
by: Koli, Salma Hoque Talukdar, et al.
Published: (2026)
Multi-Stage Residual-Aware Unsupervised Deep Learning Framework for Consistent Ultrasound Strain Elastography
by: Joarder, Shourov, et al.
Published: (2025)
by: Joarder, Shourov, et al.
Published: (2025)
A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset
by: Parsa, Antara Firoz, et al.
Published: (2025)
by: Parsa, Antara Firoz, et al.
Published: (2025)
An Ensemble Learning Approach for Drought Analysis and Forecasting in Central Bangladesh
by: Md. Alomgir Hossain, et al.
Published: (2025)
by: Md. Alomgir Hossain, et al.
Published: (2025)
Similar Items
-
Assessing the Reliability of Large Language Models in the Bengali Legal Context: A Comparative Evaluation Using LLM-as-Judge and Legal Experts
by: Aftahee, Sabik, et al.
Published: (2025) -
A Domain-Adapted Lightweight Ensemble for Resource-Efficient Few-Shot Plant Disease Classification
by: Islam, Anika, et al.
Published: (2025) -
ELMF4EggQ: Ensemble Learning with Multimodal Feature Fusion for Non-Destructive Egg Quality Assessment
by: Hassan, Md Zahim, et al.
Published: (2025) -
Star-shaped nanostructure-based multifunctional chiral metasurface for near-infrared wavelengths
by: Karim, Md. Ehsanul, et al.
Published: (2025) -
Person centered stroke rehabilitation in a low-resource country: A three-track reasoning case on dysphagia and cognitive recovery
by: Farin, Zannatul Ferdous, et al.
Published: (2025)