Works in Machine Learning & Knowledge Extraction, 2024, Vol 6, Issue 4
Results: 34
Reliable and Faithful Generative Explainers for Graph Neural Networks †.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2913, doi. 10.3390/make6040139
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An End-to-End Adaptive Method for Remaining Useful Life Prediction of Rolling Bearings Using Time–Frequency Image Features.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2892, doi. 10.3390/make6040138
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What ChatGPT Has to Say About Its Topological Structure: The Anyon Hypothesis.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2876, doi. 10.3390/make6040137
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Prediction of Drivers' Red-Light Running Behaviour in Connected Vehicle Environments Using Deep Recurrent Neural Networks.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2855, doi. 10.3390/make6040136
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Continual Semi-Supervised Malware Detection.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2829, doi. 10.3390/make6040135
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Digital Assistance Systems to Implement Machine Learning in Manufacturing: A Systematic Review.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2808, doi. 10.3390/make6040134
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Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2783, doi. 10.3390/make6040133
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Deep Learning with Convolutional Neural Networks: A Compact Holistic Tutorial with Focus on Supervised Regression.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2753, doi. 10.3390/make6040132
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Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2738, doi. 10.3390/make6040131
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Node-Centric Pruning: A Novel Graph Reduction Approach.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2722, doi. 10.3390/make6040130
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A Study on Text Classification in the Age of Large Language Models.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2688, doi. 10.3390/make6040129
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Enhancing Hierarchical Sales Forecasting with Promotional Data: A Comparative Study Using ARIMA and Deep Neural Networks.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2659, doi. 10.3390/make6040128
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Application of Bayesian Neural Networks in Healthcare: Three Case Studies.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2639, doi. 10.3390/make6040127
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Diversifying Multi-Head Attention in the Transformer Model.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2618, doi. 10.3390/make6040126
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Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2601, doi. 10.3390/make6040125
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Adaptive AI Alignment: Established Resources for Aligning Machine Learning with Human Intentions and Values in Changing Environments.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2570, doi. 10.3390/make6040124
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A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2515, doi. 10.3390/make6040123
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Advancing Life Cycle Assessment of Sustainable Green Hydrogen Production Using Domain-Specific Fine-Tuning by Large Language Models Augmentation.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2494, doi. 10.3390/make6040122
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Automatic Extraction and Visualization of Interaction Networks for German Fairy Tales.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2447, doi. 10.3390/make6040121
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Lexical Error Guard: Leveraging Large Language Models for Enhanced ASR Error Correction.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2435, doi. 10.3390/make6040120
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Leveraging Multi-Modality and Enhanced Temporal Networks for Robust Violence Detection.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2422, doi. 10.3390/make6040119
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Towards Self-Conscious AI Using Deep ImageNet Models: Application for Blood Cell Classification.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2400, doi. 10.3390/make6040118
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Machine Learning Monte Carlo Approaches and Statistical Physics Notions to Characterize Bacterial Species in Human Microbiota.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2375, doi. 10.3390/make6040117
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Systematic Analysis of Retrieval-Augmented Generation-Based LLMs for Medical Chatbot Applications.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2355, doi. 10.3390/make6040116
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Long-Range Bird Species Identification Using Directional Microphones and CNNs.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2336, doi. 10.3390/make6040115
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Potato Leaf Disease Detection Based on a Lightweight Deep Learning Model.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2321, doi. 10.3390/make6040114
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Temporal Relational Graph Convolutional Network Approach to Financial Performance Prediction.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2303, doi. 10.3390/make6040113
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Maximising Synergy: The Benefits of a Joint Implementation of Knowledge Management and Artificial Intelligence System Standards.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2282, doi. 10.3390/make6040112
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Empowering Brain Tumor Diagnosis through Explainable Deep Learning.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2248, doi. 10.3390/make6040111
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Bayesian Optimization Using Simulation-Based Multiple Information Sources over Combinatorial Structures.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2232, doi. 10.3390/make6040110
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Not in My Face: Challenges and Ethical Considerations in Automatic Face Emotion Recognition Technology.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2201, doi. 10.3390/make6040109
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Profiling Astroturfers on Facebook: A Complete Framework for Labeling, Feature Extraction, and Classification.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2183, doi. 10.3390/make6040108
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Exploring Downscaling in High-Dimensional Lorenz Models Using the Transformer Decoder.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2161, doi. 10.3390/make6040107
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Ensemble Learning with Highly Variable Class-Based Performance.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 4, p. 2149, doi. 10.3390/make6040106
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