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06/12/2022
An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data
Insufficient steel quality in mass production can cause extremely costly...
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06/04/2022
Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets
Application of interpretable machine learning techniques on medical data...
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01/05/2022
Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques
Compact stellar systems such as Ultra-compact dwarfs (UCDs) and Globular...
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09/17/2020
LAAT: Locally Aligned Ant Technique for detecting manifolds of varying density
Dimensionality reduction and clustering are often used as preliminary st...
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05/07/2020
Visualisation and knowledge discovery from interpretable models
Increasing number of sectors which affect human lives, are using Machine...
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12/29/2015