BD-ML

2^nd International Workshop on Big Data and Machine Learning in Ecosystems (BD-ML).

To be held at EAI ICTCC 2022.

Workshop Chair
Assoc. Prof. Thanh Do Van

Scope

BD-ML addresses work at the interface between dimensionality reduction methods, machine learning algorithms, data mining and soft computing methods, and econometric techniques to analyze large datasets, and the application of state-of-the-art techniques and methods in implementing forecasts, classifications, or big data analysis in the fields of business, financial-economic, biomedical, resource and environmental, and other industrial processes.

Aim

The main objective of this Special Track is to present research from different fields in developing the theory and practice of analysis and forecasting on large data sets of business, financial-economic, biomedical, resource and environmental, and other industrial processes with a long-term vision to be to make this technology as widely accepted and useful as today’s weather forecasts. This Special Track provides a platform for researchers and scientists across the world to exchange and share their experiences and research results about all aspects of BG-ML. This Special Track also provides an opportunity to interact and establish professional relations for future collaboration. The Special Track aims to promote innovations and the work of researchers, students, and scientists from across the world on BG-ML. The basic idea of the Special Track is what more can be done using the emerging approaches. Encourage papers to focus on the development of new methods or extensions to existing methods.

Topics

The work that will be presented at the Track will focus on the following topics, but are not limited to:

Basis studies in:
- Machine learning,
- Data mining,
- Deep learning,
- Dimensionality reduction,
- Soft computing,
- Econometric,
- Big data analysis.
Exploiting and retrieving business, financial-economic, and other information on the internet and social networks;
Applications to
- Business
- Financial-economic
- Biomedical,
- Resource and environmental,
- Other industrial processes

Paper submission

Papers should be submitted through EAI ‘Confy+‘ system, and have to comply with the Springer format (see Author’s kit section below).

How do I submit a paper in Confy?

Go to Confy+ website
Login or sign up as new user
Select your desired Track
Click the ‘Submit Paper’ link within the track and follow the instructions

Alternatively, go to home page of Confy+ and click on “Open conferences”.

Submission guidelines

Papers should be in English.
Regular papers should be 12-15+ pages in length.
Short papers should be 6-11 pages in length.
Previously published work may not be submitted, nor may the work be concurrently submitted to any other conference or journal. Such papers will be rejected without review.
The paper submissions must follow the Springer formatting guidelines (see Author’s kit section below).
Read the Publication Ethics and Malpractice Statement.

Important Dates

Submission deadline: 30 June 2022

Notification of acceptance: 29 July 2022

Camera-ready deadline: 22 August 2022

Start of Workshop: 27 October 2022

End of Workshop: 28 October 2022

Submit here

Publication

All registered papers included in ICTCC proceedings will be published by Springer and made available through SpringerLink Digital Library.

ICTCC proceedings are indexed in leading indexing services, including Ei Compendex, ISI Web of Science, Scopus, CrossRef, Google Scholar, DBLP, as well as EAI’s own EU Digital Library (EUDL). Authors of selected papers will be invited to submit an extended version to:

Mobile Networks and Applications (MONET) Journal [IF: 3.426 (2020)]

All accepted authors are eligible to submit an extended version in a fast track of:

Selection

Submissions will be evaluated and selected based on their quality, originality, and significance to the areas of interest for Special Track. Submissions outside of the Special Track’s Scope should justify their relevance to the main area of interest.

Confidentiality of submissions is maintained during the review process, and papers will be selected through a double-blind review process and authors name and affiliation must not be on the paper. All rejected submissions will be kept confidential in perpetuity. All submitted materials for accepted submissions will be kept confidential until the start of the conference. Submissions will be evaluated based on their originality, significance of the contribution to the field, technical correctness and presentation, as well as the potential to include participation by conference attendees. The submission should make explicit how the work offers unique and substantial contribution beyond what has already been published or submitted.

Attendance

At least one author of an accepted paper must register and present online the paper. So self-recording will be carried out by presenters of accepted papers as the organizers will only be able to provide recording tool.