Utilising Explainable Techniques for Quality Prediction in a Complex Textiles Manufacturing Use Caseby Briony Forsberg,…
A data balancing approach towards design of an expert system for Heart Disease Predictionby Rahul…
Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosisby Jatin Chaudhary, Ivan Jambor, Hannu…
Two new feature selection methods based on learn-heuristic techniques for breast cancer prediction: A comprehensive…
A survey and taxonomy of methods interpreting random forest modelsby Maissae Haddouchi, Abdelaziz BerradoFirst submitted…
Molecular Topological Profile (MOLTOP) – Simple and Strong Baseline for Molecular Graph Classificationby Jakub Adamczyk,…
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure riskby Seyma Gunonu, Gizem…
Sampling and active learning methods for network reliability estimation using K-terminal spanning treeby Chen Ding,…
Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devicesby Dina Hussein, Lubah Nelson, Ganapati…
Advanced Meta-Ensemble Machine Learning Models for Early and Accurate Sepsis Prediction to Improve Patient Outcomesby…