posted by user: npolatidis || 4551 views || tracked by 13 users: [display]

MDPI Digital SI 2021 : MDPI Digital (Free of charge) SI on White-box Artificial Intelligence

FacebookTwitterLinkedInGoogle

Link: https://www.mdpi.com/journal/digital/special_issues/white_box_ai
 
When N/A
Where N/A
Submission Deadline Dec 1, 2021
Categories    artificial intelligence   machine learning   white box   transparent
 

Call For Papers

Dear Colleagues,

With the steady increase in the use of Artificial Intelligence (AI) and Machine Learning (ML) technologies in various domains, such as Cybersecurity, Helthcare and Transportation, there is a need to make AI and ML algorithms more accessible and easier to develop.

AI and ML algorithms require experts to invest in time to develop models that people can use in their respective domains. Black-box algorithm development allows people to use such models, but these cannot be interpreted, whereas White-box algorithms are interpretable to a certain extent.

This SI focuses on both theoretical and practical aspects of White-box Artificial Intelligence and Machine Learning. Particularly, we are looking for approaches that can facilitate algorithm development to make it less time consuming for developers and enchance the transparency.

Topics of interest include, but are not limited to:

Enchancing usability between AI or ML systems and humans;
Explainability of AI or ML algorithms;
Transparent AI or ML algorithms;
Evaluation metrics;
Visualization techniques;
User interfaces that facilitate algorithm development (GUIs, NLP, Chatbots);
Automated code generation;
Novel applications of Human-Centred AI or ML;
Trust, Privacy and Security Issues;
Experiences with the development of industrial ML systems;
Evaluation of programming languages and libraries when developing ML systems.

Dr. Nikolaos Polatidis
Prof. Marcello Trovati
Prof. Dr. Emiliano Tramontana
Guest Editors

Related Resources

ASI_SI_Evo_WirelessNetInfo 2022   Special Issue on Evolution of Wireless Networks and Information Processing, Applied System Innovation journal, MDPI
JCRAI 2022-Ei Compendex & Scopus 2022   2022 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2022)
MDPI Network SI AECC 2022   MDPI Network - Special Issue on Advances in Edge and Cloud Computing
ICML 2022   39th International Conference on Machine Learning
MDPI-Electronics-SI-QualRiskDistribSys 2022   MDPI Electronics Special Issue on Quality Assurance and Risk Mitigation in Large-Scale Distributed Systems
IEEE COINS 2022   IEEE COINS 2022: Hybrid (3 days on-site | 2 days virtual)
SWODCH-SI 2022   Special Issue on Semantic Web and Ontology Design for Cultural Heritage
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)
MDPI computers 2022   MDPI computers Special Issue on GPU based Applications in Machine Learning - Open for submission
ACM--ICMLT--Ei and Scopus 2022   ACM--2022 7th International Conference on Machine Learning Technologies (ICMLT 2022)--Ei Compendex, Scopus