Volume 12 (2024)
Volume 11 (2023)
Volume 10 (2022)
Volume 9 (2021)
Volume 8 (2020)
Volume 7 (2019)
Volume 6 (2018)
Volume 5 (2017)
Volume 4 (2016)
Volume 3 (2015)
Volume 2 (2014)
Volume 1 (2013)
H.3. Artificial Intelligence
Autoencoder-PCA-based Online Supervised Feature Extraction-Selection Approach

Amir Mehrabinezhad; Mohammad Teshnelab; Arash Sharifi

Volume 11, Issue 4 , November 2023, , Pages 525-534

https://doi.org/10.22044/jadm.2023.12436.2390

Abstract
  Due to the growing number of data-driven approaches, especially in artificial intelligence and machine learning, extracting appropriate information from the gathered data with the best performance is a remarkable challenge. The other important aspect of this issue is storage costs. The principal component ...  Read More

An Efficient XCS-based Algorithm for Learning Classifier Systems in Real Environments

Ali Yousefi; Kambiz Badie; Mohammad Mehdi Ebadzadeh; Arash Sharifi

Volume 11, Issue 1 , January 2023, , Pages 13-27

https://doi.org/10.22044/jadm.2022.12358.2384

Abstract
  Recently, learning classifier systems are used to control physical robots, sensory robots, and intelligent rescue systems. The most important challenge in these systems, which are models of real environments, is its non-markov quality. Therefore, it is necessary to use memory to store system states in ...  Read More