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Explainable Models

Papers

Showing 76100 of 128 papers

TitleStatusHype
Chemistry-informed Machine Learning Explains Calcium-binding Proteins Fuzzy Shape for Communicating Changes in the Atomic States of Calcium Ions0
Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches0
Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy0
Mixture of Linear Models Co-supervised by Deep Neural Networks0
Multimodal and Explainable Internet Meme Classification0
Towards eXplainable AI for Mobility Data Science0
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning0
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition0
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks0
Causality in Neural Networks -- An Extended Abstract0
A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology0
Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer0
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem0
Predefined Prototypes for Intra-Class Separation and Disentanglement0
AudioProtoPNet: An interpretable deep learning model for bird sound classification0
A Language-Based Approach to Fake News Detection Through Interpretable Features and BRNN0
Transformative Machine Learning0
UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations0
Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks0
Assessing the Unitary RNN as an End-to-End Compositional Model of Syntax0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations0
A deep convolutional neural network for classification of Aedes albopictus mosquitoes0
Using Multi-modal Data for Improving Generalizability and Explainability of Disease Classification in Radiology0
Retrieving and Highlighting Action with Spatiotemporal Reference0
An XAI Approach to Deep Learning Models in the Detection of DCIS0
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