posted by user: valdemar1272 || 6412 views || tracked by 7 users: [display]

META-MACHINE-SYNERGISTIC 2020 : Metaheuristic schemes and Machine learning techniques: A synergistic perspective. (Applied Mathematical Modelling Elsevier IF=2.841, Q1)

FacebookTwitterLinkedInGoogle

Link: https://www.journals.elsevier.com/applied-mathematical-modelling/call-for-papers/metaheuristic-schemes-and-machine-learning
 
When N/A
Where N/A
Submission Deadline Jun 30, 2020
Notification Due Oct 15, 2020
Final Version Due Dec 15, 2020
Categories    computer science   artificial intelligence   machine learning
 

Call For Papers

Metaheuristic schemes and Machine learning techniques: A synergistic perspective.
Special Issue of Applied Mathematical Modelling (Elsevier IF=2.841, Q1)

We offer fast review and publication rates. All accepted articles are published free of charge.

**** NEW EXTENDED DATES ********

This special issue aims to provide a collection of high-quality research articles that address broad challenges in both theoretical and application aspects of the synergistic use of metaheuristics and machine learning. We invite colleagues to contribute original research articles as well as review articles that will stimulate the continuing efforts on the combination of metaheuristic schemes and machine learning techniques. In the special issue, the contributions are mainly divided into two groups: works where machine learning is employed to enhance metaheuristics, and those in which metaheuristics are used to improve the performance of machine learning techniques.

Potential topics include, but are not limited to:
In the case of Machine learning techniques to enhance metaheuristics. Machine learning techniques such as Gaussian models, Bayesian inference, kernels, data association, Clustering, etc., for tuning metaheuristic approaches, as search mechanisms, for modifying the search structure, for selecting a certain metaheuristic for a particular problem, etc. The approaches are applied to single objective metaheuristic methods, multi-objective approaches, memetic techniques or hyper-heuristics.
In the case of metaheuristics schemes to improve the performance of machine learning techniques. They include metaheuristic methods for classification, regression, clustering, rule mining, data association, etc.

Contributions for this Special Issue are collected through an open call. All submissions will be reviewed by 3 different reviewers, according to the journal peer-review policy. Submitted papers must be unpublished and not submitted anywhere else for publication. Please submit your contribution via the online submission systems at https://ees.elsevier.com/apm/default.asp?pg=login.asp.

To ensure that all manuscripts are correctly identified for inclusion into the special issue you are editing, it is important that authors select VSI:META-MACHINE-SYNERGISTIC when they reach the “Article Type” step in the submission process. In case, if the author submits it to the incorrect article type, please bring it to our attention immediately to fix this within 2 working days.

More information in:

https://www.journals.elsevier.com/applied-mathematical-modelling/call-for-papers/metaheuristic-schemes-and-machine-learning


Important dates

Manuscript Due, 30 June 2020
First Round of Reviews, 15 October 2020
Publication Date, February 2021
Guest Editor(s)

Dr. Erik Cuevas
erik.cuevas@cucei.udg.mx
Universidad de Guadalajara


Dr. Daniel Zaldivar
daniel.zaldivar@cucei.udg.mx
Universidad de Guadalajara

Dr. Marco Pérez
marco.perez@cucei.udg.mx
Universidad de Guadalajara

Related Resources

WSDM 2022   Web Search and Data Mining
IARCE 2021-Ei Compendex & Scopus 2021   2021 5th International Conference on Industrial Automation, Robotics and Control Engineering (IARCE 2021)
ML_BDA 2021   Special Issue on Machine Learning Technologies for Big Data Analytics
IEEE COINS 2021   Internet of Things IoT | Artificial Intelligence | Machine Learning | Big Data | Blockchain | Edge & Cloud Computing | Security | Embedded Systems | Circuit and Systems | WSN | 5G
blockchain_ml_iot 2021   Network and Electronics (MDPI) Joint Special Issue - Blockchain and Machine Learning for IoT: Security and Privacy Challenges
IJAD 2021   International Journal of Advanced Dermatology
ISC HPC 2021   ISC HIGH PERFORMANCE 2021 DIGITAL
CFMAI 2021   2021 3rd International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2021)
IEEE CIIoT 2021   IEEE Symposium on Computational Intelligence in IoT and Smart Cities
EI-ISoIRS 2021   2021 2nd International Symposium on Intelligent Robotics and Systems (ISoIRS 2021)