DeepFinance

DeepFinance

Deep Learning for Intelligent Financial Portfolio Management Leveraging Semantic Analysis of S. Media

Intelligent Financial Portfolio Management, Time-series Analysis, Deep Learning, Deep Reinforcement Learning, Sentiment Analysis, Social Media Monitoring, Media Intelligence

Photos from DeepFinance's post 05/07/2023

Our Digital Workshop โ€œ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฃ๐—ผ๐—ฟ๐˜๐—ณ๐—ผ๐—น๐—ถ๐—ผ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜โ€ took place on Friday 30 June. We would like to thank all the speakers as well as the workshop participants who contributed to the success of this cyber event!
Here you can download the presentations >>https://deepfinance.csd.auth.gr/en/workshop/

๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/en/

29/06/2023

๐Ÿ“ฃJust ๐Ÿญ ๐—ฑ๐—ฎ๐˜† ๐—น๐—ฒ๐—ณ๐˜ for the ๐——๐—ถ๐—ด๐—ถ๐˜๐—ฎ๐—น ๐—ข๐—ฝ๐—ฒ๐—ป ๐—ช๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ โ€œ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฃ๐—ผ๐—ฟ๐˜๐—ณ๐—ผ๐—น๐—ถ๐—ผ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜โ€!!
โœ”Goal of the workshop: to bring together ๐˜ช๐˜ฏ๐˜ฏ๐˜ฐ๐˜ท๐˜ข๐˜ต๐˜ช๐˜ท๐˜ฆ ๐˜ข๐˜ค๐˜ข๐˜ฅ๐˜ฆ๐˜ฎ๐˜ช๐˜ค๐˜ด & ๐˜ช๐˜ฏ๐˜ฅ๐˜ถ๐˜ด๐˜ต๐˜ณ๐˜ช๐˜ข๐˜ญ ๐˜ฆ๐˜น๐˜ฑ๐˜ฆ๐˜ณ๐˜ต๐˜ด in the fields of artificial intelligence & financial portfolio management to share and exchange their acquired knowledge in the field, as well as to illustrate the ๐˜ข๐˜ค๐˜ฉ๐˜ช๐˜ฆ๐˜ท๐˜ฆ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต๐˜ด ๐˜ฐ๐˜ง ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฑ๐˜ณ๐˜ฐ๐˜ซ๐˜ฆ๐˜ค๐˜ต!
๐Ÿ”นFriday 30, June at 09:00-13.30 EEST ๐Ÿ”นMode: Virtually
>>๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐—ณ๐—ฟ๐—ฒ๐—ฒ and Program here: https://deepfinance.csd.auth.gr/workshop/?fbclid=IwAR3RxREhQ1_PMY84NVDk2GwXEwzLg0KMFvmPUx7i
iC48mTi8Tk6QDFnkSg8
โœ”Participants will be given a ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ ๐—ผ๐—ณ ๐—ฎ๐˜๐˜๐—ฒ๐—ป๐—ฑ๐—ฎ๐—ป๐—ฐ๐—ฒ!
๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/en/

28/06/2023

๐Ÿ“ฃOnly 2 days left for the ๐——๐—ถ๐—ด๐—ถ๐˜๐—ฎ๐—น ๐—ข๐—ฝ๐—ฒ๐—ป ๐—ช๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ โ€œ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฃ๐—ผ๐—ฟ๐˜๐—ณ๐—ผ๐—น๐—ถ๐—ผ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜โ€!!
โœ”The goal is to bring together innovative academics and industrial experts in the fields of artificial intelligence and finances to a common forum!
๐Ÿ”นFriday 30, June at 09:00-13.30 EEST ๐Ÿ”นMode: Virtually
>>๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐—ณ๐—ฟ๐—ฒ๐—ฒ and Program here: https://deepfinance.csd.auth.gr/workshop/?fbclid=IwAR3RxREhQ1_PMY84NVDk2GwXEwzLg0KMFvmPUx7iiC48mTi8Tk6QDFnkSg8
โœ”Participants will be given a ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ ๐—ผ๐—ณ ๐—ฎ๐˜๐˜๐—ฒ๐—ป๐—ฑ๐—ฎ๐—ป๐—ฐ๐—ฒ!
๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/en/

27/06/2023

๐Ÿ“ฃWe are excited to announce the ๐——๐—ถ๐—ด๐—ถ๐˜๐—ฎ๐—น ๐—ข๐—ฝ๐—ฒ๐—ป ๐—ช๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ โ€œ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฃ๐—ผ๐—ฟ๐˜๐—ณ๐—ผ๐—น๐—ถ๐—ผ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜โ€ of the project which will be hosted virtually on Friday 30 June, 2023, at 09.00-13.30!
โœ”The goal is to bring together innovative academics and industrial experts in the fields of artificial intelligence and finances to a common forum!
๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ now ๐—ณ๐—ผ๐—ฟ ๐—ณ๐—ฟ๐—ฒ๐—ฒ hereโžก https://deepfinance.csd.auth.gr/workshop/
โœ” Participants will be given a ๐—ฐ๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ ๐—ผ๐—ณ ๐—ฎ๐˜๐˜๐—ฒ๐—ป๐—ฑ๐—ฎ๐—ป๐—ฐ๐—ฒ!
๐Ÿ”น The link for the attendance will be provided soon! Stay tuned!
๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/en/

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management 16/06/2023

Here is our paper "๐—–๐—ฅ๐—ฌ๐—ฃ๐—ง๐—ข๐—ฆ๐—˜๐—ก๐—ง๐—œ๐— ๐—˜๐—ก๐—ง: ๐—” ๐——๐—”๐—ง๐—”๐—ฆ๐—˜๐—ง ๐—”๐—ก๐—— ๐—•๐—”๐—ฆ๐—˜๐—Ÿ๐—œ๐—ก๐—˜ ๐—™๐—ข๐—ฅ ๐—ฆ๐—˜๐—ก๐—ง๐—œ๐— ๐—˜๐—ก๐—ง-๐—”๐—ช๐—”๐—ฅ๐—˜ ๐——๐—˜๐—˜๐—ฃ ๐—ฅ๐—˜๐—œ๐—ก๐—™๐—ข๐—ฅ๐—–๐—˜๐— ๐—˜๐—ก๐—ง ๐—Ÿ๐—˜๐—”๐—ฅ๐—ก๐—œ๐—ก๐—š ๐—™๐—ข๐—ฅ ๐—™๐—œ๐—ก๐—”๐—ก๐—–๐—œ๐—”๐—Ÿ ๐—ง๐—ฅ๐—”๐——๐—œ๐—ก๐—š" which was presented by Ph.D. Candidate Loukia Avramelou, at the 11th International Workshop on Computational Intelligence for Multimedia Understanding ( ), organized under Conference!
- Paper:https://deepfinance.csd.auth.gr/wp-content/uploads/2023/06/CRYPTOSENTIMENT_IWCIM23.pdf
- DeepFinance website: https://deepfinance.csd.auth.gr/
CIDL website: https://cidl.csd.auth.gr/

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management DeepFinance ฮ•ฯ†ฮฑฯฮผฮฟฮณฮฎ ฮคฮตฯ‡ฮฝฮฟฮปฮฟฮณฮนฯŽฮฝ ฮ’ฮฑฮธฮนฮฌฯ‚ ฮœฮฌฮธฮทฯƒฮทฯ‚ ฮณฮนฮฑ ฮ•ฯ…ฯ†ฯ…ฮฎ ฮ”ฮนฮฑฯ‡ฮตฮฏฯฮนฯƒฮท ฮงฯฮทฮผฮฑฯ„ฮฟฮฟฮนฮบฮฟฮฝฮฟฮผฮนฮบฯŽฮฝ ฮงฮฑฯฯ„ฮฟฯ†ฯ…ฮปฮฑฮบฮฏฯ‰ฮฝ ฮผฮญฯƒฯ‰ ฮฃฮทฮผฮฑฯƒฮนฮฟฮปฮฟฮณฮนฮบฮฎฯ‚ ฮ‘ฮฝฮฌฮปฯ…ฯƒฮทฯ‚ ฮกฮฟฯŽฮฝ ฮšฮฟฮนฮฝฯ‰ฮฝฮนฮบฯŽฮฝ ฮ”ฮนฮบฯ„ฯฯ‰ฮฝ ฮคฮฟ ฮญฯฮณฮฟ Dee...

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management 02/06/2023

We are glad to announce that on Monday 5 June our scientific article entitled "๐—–๐—ฅ๐—ฌ๐—ฃ๐—ง๐—ข๐—ฆ๐—˜๐—ก๐—ง๐—œ๐— ๐—˜๐—ก๐—ง: ๐—” ๐——๐—”๐—ง๐—”๐—ฆ๐—˜๐—ง ๐—”๐—ก๐—— ๐—•๐—”๐—ฆ๐—˜๐—Ÿ๐—œ๐—ก๐—˜ ๐—™๐—ข๐—ฅ ๐—ฆ๐—˜๐—ก๐—ง๐—œ๐— ๐—˜๐—ก๐—ง-๐—”๐—ช๐—”๐—ฅ๐—˜ ๐——๐—˜๐—˜๐—ฃ ๐—ฅ๐—˜๐—œ๐—ก๐—™๐—ข๐—ฅ๐—–๐—˜๐— ๐—˜๐—ก๐—ง ๐—Ÿ๐—˜๐—”๐—ฅ๐—ก๐—œ๐—ก๐—š ๐—™๐—ข๐—ฅ ๐—™๐—œ๐—ก๐—”๐—ก๐—–๐—œ๐—”๐—Ÿ ๐—ง๐—ฅ๐—”๐——๐—œ๐—ก๐—š" will be presented by Ph.D. Candidate Loukia Avramelou, at the 11th International Workshop on Computational Intelligence for Multimedia Understanding ( ) which is organized under IEEE International Conference on Acoustics, Speech, and Signal Processing ( ) at Rhodes island!

- DeepFinance: https://deepfinance.csd.auth.gr/

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management DeepFinance ฮ•ฯ†ฮฑฯฮผฮฟฮณฮฎ ฮคฮตฯ‡ฮฝฮฟฮปฮฟฮณฮนฯŽฮฝ ฮ’ฮฑฮธฮนฮฌฯ‚ ฮœฮฌฮธฮทฯƒฮทฯ‚ ฮณฮนฮฑ ฮ•ฯ…ฯ†ฯ…ฮฎ ฮ”ฮนฮฑฯ‡ฮตฮฏฯฮนฯƒฮท ฮงฯฮทฮผฮฑฯ„ฮฟฮฟฮนฮบฮฟฮฝฮฟฮผฮนฮบฯŽฮฝ ฮงฮฑฯฯ„ฮฟฯ†ฯ…ฮปฮฑฮบฮฏฯ‰ฮฝ ฮผฮญฯƒฯ‰ ฮฃฮทฮผฮฑฯƒฮนฮฟฮปฮฟฮณฮนฮบฮฎฯ‚ ฮ‘ฮฝฮฌฮปฯ…ฯƒฮทฯ‚ ฮกฮฟฯŽฮฝ ฮšฮฟฮนฮฝฯ‰ฮฝฮนฮบฯŽฮฝ ฮ”ฮนฮบฯ„ฯฯ‰ฮฝ ฮคฮฟ ฮญฯฮณฮฟ Dee...

16/06/2022

researcher Loukia Avramelou presented today one of our latest works, entitled โ€œ๐—œ๐—ป๐˜ƒ๐—ฒ๐˜€๐˜๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—œ๐—ป๐˜€๐˜๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ถ๐—ป ๐——๐—ฒ๐—ฒ๐—ฝ ๐—ฅ๐—ฒ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—ฐ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—™๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฎ๐—น ๐—ง๐—ฟ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ดโ€ at the ๐Ÿฐ๐˜๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐—ผ๐—ป ๐—š๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—˜๐—พ๐˜‚๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ถ๐—ป ๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ถ๐—ป๐—ด ( โ€™22) !
โ„น GECโ€™22 website: https://gec22.auth.gr/
๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/

10/06/2022

We are excited to announce our participation at the ๐Ÿฐ๐˜๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐—ผ๐—ป ๐—š๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—˜๐—พ๐˜‚๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ถ๐—ป ๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ถ๐—ป๐—ด ( โ€™22). One of our latest works, entitled โ€œInvestigating Instabilities in Deep Reinforcement Learning for Financial Tradingโ€ will be presented on Thursday June 16, by the researcher Loukia Avramelou.
โ„น GECโ€™22 website: https://gec22.auth.gr/
๐ŸŒŽ DeepFinance website: https://deepfinance.csd.auth.gr/

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management 10/05/2022

The scientific paper entitled "๐—ฆ๐—ฒ๐—ป๐˜๐—ถ๐—บ๐—ฒ๐—ป๐˜-๐—”๐˜„๐—ฎ๐—ฟ๐—ฒ
๐——๐—ถ๐˜€๐˜๐—ถ๐—น๐—น๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—™๐—ผ๐—ฟ ๐—•๐—ถ๐˜๐—ฐ๐—ผ๐—ถ๐—ป ๐—ง๐—ฟ๐—ฒ๐—ป๐—ฑ ๐—™๐—ผ๐—ฟ๐—ฒ๐—ฐ๐—ฎ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—จ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—ฃ๐—ฎ๐—ฟ๐˜๐—ถ๐—ฎ๐—น
๐—ข๐—ฏ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜†" will be presented today Tuesday, May 10th on 2022 Conference under the session "MLSP-28: Machine Learning for Social Sciences" at 17:00 (EEST Europe/Athens time / UTC+3)
โ„น Presentation info: https://2022.ieeeicassp.org/view_paper.php?PaperNum=2385
๐Ÿ“œ Paper:https://deepfinance.csd.auth.gr/wp-content/uploads/2022/05/ICASSP_Sentiment_Aware_Distillation___Revised.pdf

๐ŸŒŽDeepfinance web: https://deepfinance.csd.auth.gr/en/
๐ŸŒŽCoordinator's web: https://cidl.csd.auth.gr/

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management DeepFinance Deep Learning for Intelligent Financial Portfolio Management Leveraging Semantic Analysis of Social Media DeepFinance aims to develop a complete platform for semantic and sentiment analysis from social media streams using Deep Learning. This platform can be then used to further develop u...

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management 08/04/2022

ฮ‘ฯฯฮนฮฟ ฮฃฮฌฮฒฮฒฮฑฯ„ฮฟ 9 ฮ‘ฯ€ฯฮนฮปฮฏฮฟฯ… ฮฟ ฮบฮฑฮธฮทฮณฮทฯ„ฮฎฯ‚ ฮ‘ฮฝฮฑฯƒฯ„ฮฌฯƒฮนฮฟฯ‚ ฮคฮญฯ†ฮฑฯ‚, ฮตฯ€ฮนฯƒฯ„ฮทฮผฮฟฮฝฮนฮบฯŒฯ‚ ฯ…ฯ€ฮตฯฮธฯ…ฮฝฮฟฯ‚ ฯ„ฮฟฯ… ฮญฯฮณฮฟฯ… , ฮธฮฑ ฯ€ฯฮฑฮณฮผฮฑฯ„ฮฟฯ€ฮฟฮนฮฎฯƒฮตฮน ฮผฮนฮฑ ฮตฮฝฮดฮนฮฑฯ†ฮญฯฮฟฯ…ฯƒฮฑ ฮฟฮผฮนฮปฮฏฮฑ ฮผฮต ฯ„ฮฏฯ„ฮปฮฟ ยซDeep Learning for Financial Data Analysisยป ฯƒฯ„ฮฑ ฯ€ฮปฮฑฮฏฯƒฮนฮฑ ฯ„ฮทฯ‚ ฮดฮนฮฟฯฮณฮฌฮฝฯ‰ฯƒฮทฯ‚ ฯ„ฮฟฯ… EESTech Challenge Thessaloniki. ฮ— ฮฟฮผฮนฮปฮฏฮฑ ฮธฮฑ ฯ€ฯฮฑฮณฮผฮฑฯ„ฮฟฯ€ฮฟฮนฮทฮธฮตฮฏ ฯƒฯ„ฮฟ ฮบฯ„ฮฏฯฮนฮฟ ฮšฮ•ฮ”ฮ•ฮ‘ ฯ„ฮฟฯ… ฮ‘ฮ ฮ˜ ( ฮ‘ฮผฯ†ฮนฮธฮญฮฑฯ„ฯฮฟ ฮ™ ) ฯƒฯ„ฮนฯ‚ 11.00 ฮ‘ฮœ, ฯŒฯ€ฮฟฯ… ฮผฯ€ฮฟฯฮตฮฏฯ„ฮต ฮฝฮฑ ฯ„ฮทฮฝ ฯ€ฮฑฯฮฑฮบฮฟฮปฮฟฯ…ฮธฮฎฯƒฮตฯ„ฮต.

Tomorrow Saturday 9 April, Prof. Anastasios Tefas will give an interesting talk entitled โ€œDeep Learning for Financial Data Analysisโ€ under the Challenge Thessaloniki organization! We will be glad to see you all at AUTH building (AMPHITEATER I) at 11.00 ฮ‘ฮœ!

ฮœore info:
โœ” https://www.facebook.com/EESTech.Challenge.Thessaloniki
โœ” https://kedea.rc.auth.gr/Events/showDetails?id=70948

๐ŸŒŽDeepfinance website: https://deepfinance.csd.auth.gr

DeepFinance โ€“ Deep Learning for Intelligent Financial Portfolio Management DeepFinance ฮ•ฯ†ฮฑฯฮผฮฟฮณฮฎ ฮคฮตฯ‡ฮฝฮฟฮปฮฟฮณฮนฯŽฮฝ ฮ’ฮฑฮธฮนฮฌฯ‚ ฮœฮฌฮธฮทฯƒฮทฯ‚ ฮณฮนฮฑ ฮ•ฯ…ฯ†ฯ…ฮฎ ฮ”ฮนฮฑฯ‡ฮตฮฏฯฮนฯƒฮท ฮงฯฮทฮผฮฑฯ„ฮฟฮฟฮนฮบฮฟฮฝฮฟฮผฮนฮบฯŽฮฝ ฮงฮฑฯฯ„ฮฟฯ†ฯ…ฮปฮฑฮบฮฏฯ‰ฮฝ ฮผฮญฯƒฯ‰ ฮฃฮทฮผฮฑฯƒฮนฮฟฮปฮฟฮณฮนฮบฮฎฯ‚ ฮ‘ฮฝฮฌฮปฯ…ฯƒฮทฯ‚ ฮกฮฟฯŽฮฝ ฮšฮฟฮนฮฝฯ‰ฮฝฮนฮบฯŽฮฝ ฮ”ฮนฮบฯ„ฯฯ‰ฮฝ ฮคฮฟ ฮญฯฮณฮฟ Dee...