Rule Extraction | List of Frontiers open access articles

Mini Review

Published on 16 Apr 2019

The Right Direction Needed to Develop White-Box Deep Learning in Radiology, Pathology, and Ophthalmology: A Short Review

in Computational Intelligence in Robotics

Yoichi Hayashi

Frontiers in Robotics and AI

doi 10.3389/frobt.2019.00024

9,878 views
39 citations

Original Research

Published on 21 Jul 2021

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

in Machine Learning and Artificial Intelligence

Sophie Burkhardt
Jannis Brugger
Nicolas Wagner
Zahra Ahmadi
Kristian Kersting
Stefan Kramer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.642263

7,209 views
10 citations

Original Research

Published on 12 Feb 2025

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

in Health Informatics

Waqar A. Sulaiman
Charithea Stylianides
Andria Nikolaou
Zinonas Antoniou
Ioannis Constantinou
Lakis Palazis
Anna Vavlitou
Theodoros Kyprianou
Efthyvoulos Kyriacou
Antonis Kakas

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1498939

4,346 views
2 citations

Original Research

Published on 11 Apr 2024

Weighted Bayesian Belief Network for diabetics: a predictive model

in Medicine and Public Health

Shweta Kharya
Sunita Soni
Abhilash Pati
Amrutanshu Panigrahi
Jayant Giri
Hong Qin
Saurav Mallik
Debasish Swapnesh Kumar Nayak
Tripti Swarnkar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1357121

2,809 views
7 citations

Original Research

Published on 07 Sep 2015

Labile sleep promotes awareness of abstract knowledge in a serial reaction time task

in Psychopathology

Roumen Kirov
Vasil Kolev
Rolf Verleger
Juliana Yordanova

Frontiers in Psychology

doi 10.3389/fpsyg.2015.01354

5,453 views
15 citations

Original Research

Published on 10 May 2021

Research on the Dispatching Rules of Inter-Basin Water Transfer Projects Based on the Two-Dimensional Scheduling Diagram

in Hydrosphere

Siyu Cai
Long Sun
Qingtao Liu
Yi Ji
Hao Wang

Frontiers in Earth Science

doi 10.3389/feart.2021.664201

2,655 views
8 citations

Articles

The Right Direction Needed to Develop White-Box Deep Learning in Radiology, Pathology, and Ophthalmology: A Short Review

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction

Weighted Bayesian Belief Network for diabetics: a predictive model

Labile sleep promotes awareness of abstract knowledge in a serial reaction time task

Research on the Dispatching Rules of Inter-Basin Water Transfer Projects Based on the Two-Dimensional Scheduling Diagram