Keyword:interpretability

Publications
Privileged Bases for X-Ray Fluorescence Spectra Robust Automatic Classification Fernando García-Avello Bofías, Alessandro Bombini, Chiara Ruberto and Francesco Taccetti EasyChair Preprint 15575
Explainable Artificial Intelligence: an Overview on Hybrid Models Gabriel Quesada Álvarez, María José del Jesus Díaz and Pedro González García EasyChair Preprint 14732
Explainable AI for High-Stakes Decision Making in Healthcare Dylan Stilinki and Joseph Oluwaseyi EasyChair Preprint 13895
Explainable Deep Learning Models in Medical Imaging Kayode Sheriffdeen EasyChair Preprint 13834
Explainable Artificial Intelligence for Interpreting and Understanding Diabetes Prediction Models Kayode Sheriffdeen and Samon Daniel EasyChair Preprint 13785
Leveraging Machine Learning Algorithms for Predicting Diabetes Onset in At-Risk Populations Elizabeth Henry EasyChair Preprint 13740
Deep Learning Algorithms for Predicting the Onset of Lung Cancer Elizabeth Henry EasyChair Preprint 13589
Explainability and Interpretability in Robust and Secure AI Algorithms Edwin Frank EasyChair Preprint 13460
Enhancing the Interpretability and Explainability of AI-Driven Risk Models Using LLM Capabilities Ayuns Luz EasyChair Preprint 13368
Harnessing Predictive Analytics and Generative AI for Proactive Supply Chain Management: a Comprehensive Overview Dylan Stilinski, Lucas Doris and Louis Frank EasyChair Preprint 12928
Maximizing Big Data Insights with Neural Network Advancements: an Exploration of Data-Driven Analytical Strategies Mr Juli EasyChair Preprint 12751
Deep Learning: Unraveling the Black Box of Neural Networks Muhmmad Asif EasyChair Preprint 12535
Demystifying Explainable Artificial Intelligence: a Comprehensive Guide James Henry and Hamid Obaid EasyChair Preprint 12308
Predictive Maintenance in Industrial Systems Using Machine Learning Kurez Oroy and Julia Anderson EasyChair Preprint 12240
Demystifying Deep Learning: Transparent Approaches and Visual Insights for Image Analysis Usman Hider EasyChair Preprint 12040
Decrypting the Algorithm: Traversing the Ever-Changing Realm of Machine Learning Innovations Haney Zaki EasyChair Preprint 11973
Self-explaining AI as an alternative to interpretable AI Daniel Elton EasyChair Preprint 3336
Modelling Agent Policies with Interpretable Imitation Learning Tom Bewley, Jonathan Lawry and Arthur Richards EasyChair Preprint 2959
Explainable AI approach towards Toxic Comment Classification Aditya Mahajan, Divyank Shah and Gibraan Jafar EasyChair Preprint 2773
SEM-based study for interpretability of intelligent prenatal fetal monitoring models Li-Ting Huang, Rui-Chu Cai, Zhi-Ying Jiang, Li Li, Qin-Qun Chen, Jia-Ming Hong, Zhi-Feng Hao and Hang Wei EasyChair Preprint 1722
Generalization Capability of the Diet Network Model on Genomic Data Camille Rochefort-Boulanger, Léo Choinière, Jean-Christophe Grenier, Pierre-Luc Carrier and Julie Hussin EasyChair Preprint 1638
Classifier-Based Evaluation of Image Feature Importance Sai Prabhakar Pandi Selvaraj, Manuela Veloso and Stephanie Rosenthal In:GCAI-2018. 4th Global Conference on Artificial Intelligence
Classifier Labels as Language Grounding for Explanations Sai Prabhakar Pandi Selvaraj, Manuela Veloso and Stephanie Rosenthal In:GCAI-2018. 4th Global Conference on Artificial Intelligence