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A Multi-Objective Framework for Balancing Fairness and Accuracy in Debiasing Machine Learning Models.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2130, doi. 10.3390/make6030105
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- Article
Efficient Visual-Aware Fashion Recommendation Using Compressed Node Features and Graph-Based Learning.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2111, doi. 10.3390/make6030104
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- Article
Show Me Once: A Transformer-Based Approach for an Assisted-Driving System.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2096, doi. 10.3390/make6030103
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- Article
A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2074, doi. 10.3390/make6030102
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- Article
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2049, doi. 10.3390/make6030101
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- Article
Graph Convolutional Networks for Predicting Cancer Outcomes and Stage: A Focus on cGAS-STING Pathway Activation.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2033, doi. 10.3390/make6030100
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- Article
Correlating Histopathological Microscopic Images of Creutzfeldt–Jakob Disease with Clinical Typology Using Graph Theory and Artificial Intelligence.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 2018, doi. 10.3390/make6030099
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- Article
Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand?
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1997, doi. 10.3390/make6030098
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- Article
Black Box Adversarial Reprogramming for Time Series Feature Classification in Ball Bearings' Remaining Useful Life Classification.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1969, doi. 10.3390/make6030097
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- Article
Assessing Fine-Tuned NER Models with Limited Data in French: Automating Detection of New Technologies, Technological Domains, and Startup Names in Renewable Energy.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1953, doi. 10.3390/make6030096
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- Article
Forecasting the Right Crop Nutrients for Specific Crops Based on Collected Data Using an Artificial Neural Network (ANN).
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1936, doi. 10.3390/make6030095
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- Article
Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge †.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1921, doi. 10.3390/make6030094
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- Article
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1894, doi. 10.3390/make6030093
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- Article
Balancing Results from AI-Based Geostatistics versus Fuzzy Inference by Game Theory Bargaining to Improve a Groundwater Monitoring Network.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1871, doi. 10.3390/make6030092
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- Article
Accuracy Improvement of Debonding Damage Detection Technology in Composite Blade Joints for 20 kW Class Wind Turbine.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1857, doi. 10.3390/make6030091
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- Article
A Parallel Approach to Enhance the Performance of Supervised Machine Learning Realized in a Multicore Environment.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1840, doi. 10.3390/make6030090
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- Article
Enhanced Graph Representation Convolution: Effective Inferring Gene Regulatory Network Using Graph Convolution Network with Self-Attention Graph Pooling Layer.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1818, doi. 10.3390/make6030089
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- Article
Learning Optimal Dynamic Treatment Regime from Observational Clinical Data through Reinforcement Learning.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1798, doi. 10.3390/make6030088
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- Article
Insights from Augmented Data Integration and Strong Regularization in Drug Synergy Prediction with SynerGNet.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1782, doi. 10.3390/make6030087
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- Article
Diverse Machine Learning for Forecasting Goal-Scoring Likelihood in Elite Football Leagues.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1762, doi. 10.3390/make6030086
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- Article
Towards AI Dashboards in Financial Services: Design and Implementation of an AI Development Dashboard for Credit Assessment.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1720, doi. 10.3390/make6030085
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- Article
Assessing the Value of Transfer Learning Metrics for Radio Frequency Domain Adaptation.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1699, doi. 10.3390/make6030084
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- Article
Enhancing Visitor Forecasting with Target-Concatenated Autoencoder and Ensemble Learning.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1673, doi. 10.3390/make6030083
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- Article
Reply to Damaševičius, R. Comment on "Novozhilova et al. More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts. Mach. Learn. Knowl. Extr. 2024, 6 , 342–366".
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1670, doi. 10.3390/make6030082
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- Article
Comment on Novozhilova et al. More Capable, Less Benevolent: Trust Perceptions of AI Systems across Societal Contexts. Mach. Learn. Knowl. Extr. 2024, 6 , 342–366.
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- 2024
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- Publication type:
- Letter
Global and Local Interpretable Machine Learning Allow Early Prediction of Unscheduled Hospital Readmission.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1653, doi. 10.3390/make6030080
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- Article
Extending Multi-Output Methods for Long-Term Aboveground Biomass Time Series Forecasting Using Convolutional Neural Networks.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1633, doi. 10.3390/make6030079
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- Article
Examining the Global Patent Landscape of Artificial Intelligence-Driven Solutions for COVID-19.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1619, doi. 10.3390/make6030078
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- Article
Learning Effective Good Variables from Physical Data.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1597, doi. 10.3390/make6030077
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- Article
Deep Learning-Powered Optical Microscopy for Steel Research.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1579, doi. 10.3390/make6030076
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- Article
Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1564, doi. 10.3390/make6030075
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- Article
Navigating the Multimodal Landscape: A Review on Integration of Text and Image Data in Machine Learning Architectures.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1545, doi. 10.3390/make6030074
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- Article
Evaluation Metrics for Generative Models: An Empirical Study.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1531, doi. 10.3390/make6030073
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- Article
Learning Experiences and Didactic Needs of German Healthcare Professions: A Focus Group Study for the Design of Personalized Interprofessional Further Education in Dementia Healthcare.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1510, doi. 10.3390/make6030072
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- Article
A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1494, doi. 10.3390/make6030071
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- Article
Enhancing Computation-Efficiency of Deep Neural Network Processing on Edge Devices through Serial/Parallel Systolic Computing.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1484, doi. 10.3390/make6030070
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- Article
Motor PHM on Edge Computing with Anomaly Detection and Fault Severity Estimation through Compressed Data Using PCA and Autoencoder.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1466, doi. 10.3390/make6030069
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- Article
Using Segmentation to Boost Classification Performance and Explainability in CapsNets.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1439, doi. 10.3390/make6030068
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- Article
Using Deep Q-Learning to Dynamically Toggle between Push/Pull Actions in Computational Trust Mechanisms.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1413, doi. 10.3390/make6030067
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- Article
Prediction of the Behaviour from Discharge Points for Solid Waste Management.
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- Machine Learning & Knowledge Extraction, 2024, v. 6, n. 3, p. 1389, doi. 10.3390/make6030066
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- Article