posted by organizer: sbegusic || 6927 views || tracked by 9 users: [display]

AMLF 2020 : Advances in Machine Learning for Finance

FacebookTwitterLinkedInGoogle

Link: http://softcom2020.fesb.unist.hr/wp-content/uploads/2020/06/CfP_MLF_special_session_2020.pdf
 
When Sep 17, 2020 - Sep 19, 2020
Where Hvar, Croatia
Submission Deadline Jun 22, 2020
Categories    machine learning   finance   computer science
 

Call For Papers

The Special Session on Advances in Machine Learning for Finance will be held in the frame of the 28th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2020), technically co-sponsored by the IEEE Communication Society (ComSoc), in hotel Amfora in Hvar on September 17-19, 2020.

AIM AND SCOPE
With the development of financial technology and growth of available financial data, machine learning tools have attracted the attention of researchers and practitioners from both the financial and engineering communities, with applications in risk management, portfolio optimization and other financial use cases. Moreover, the innovative space of fintech and advances in distributed ledger technologies call for interdisciplinary engineering approaches to the problems of modern finance. The goal of this special session is to bring together researchers from computer science, mathematics, finance, and other quantitative disciplines to facilitate diffusion of ideas and foster future research in this interdisciplinary area.

We cordially invite speakers who wish to present original papers on the following topics of interest:
• Machine learning for risk analysis and management,
• Covariance estimation and risk decomposition methods,
• Deep learning and reinforcement learning for financial data,
• Quantitative methods for asset pricing,
• Information processing over financial networks,
• Portfolio optimization algorithms and asset allocation,
• Signal processing methods for financial time series,
• Fintech innovation and blockchain-based assets,
• High-frequency trading and market microstructure modelling.

SUBMISSION AND PUBLICATION
Interested authors are invited to submit papers to this special session through the SoftCOM online submission system. Authors should follow the author instructions for regular SoftCOM papers. The deadline for online paper submission for this special session is the same as the deadline for regular papers (June 22, 2020). For more information visit http://softcom2020.fesb.unist.hr/paper-submission/ or contact the session chair.

Accepted and presented papers will be published in the conference proceedings and submitted to IEEE Xplore as well as other Abstracting and Indexing (A&I) databases. Authors of selected best papers will be invited to submit an extended version of their manuscripts for publication in a special issue of the Journal of Communications Software and Systems (JCOMSS).

ORGANIZERS
Session chair: Zvonko Kostanjčar, University of Zagreb Faculty of Electrical Engineering and Computing
(zvonko.kostanjcar@fer.hr)

Related Resources

IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
MLNLP 2024   2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP 2024)
IEEE ICA 2022   The 6th IEEE International Conference on Agents
AMLDS 2025   2025 International Conference on Advanced Machine Learning and Data Science
IEEE-Ei/Scopus-ACEPE 2024   2024 IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2024) -Ei Compendex
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
ICMLA 2024   23rd International Conference on Machine Learning and Applications
CCBDIOT 2024   2024 3rd International Conference on Computing, Big Data and Internet of Things (CCBDIOT 2024)
ITNG 2024   The 21st Int'l Conf. on Information Technology: New Generations ITNG 2024