Personal profile
Education/Academic qualification
Management and Data Science, Master
2020 → 2022
Keywords
- Engineering
- Machine Leaning and Intelligent System Design
- Informatics
- Data Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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Research collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Employing a Novel Metaheuristic Algorithm to Optimize an LSTM Model: A Case Study of Stock Market Prediction
Dastgerdi, A. K. & Mercorelli, P., 01.01.2023, Advances in Computing and Data Sciences: 7th International Conference, ICACDS 2023, Kolkata, India, April 27–28, 2023, Revised Selected Papers. Singh, M., Tyagi, V., Gupta, P. K., Flusser, J. & Ören, T. (eds.). Cham: Springer International Publishing, p. 478-489 12 p. (Communications in Computer and Information Science; vol. 1848).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
1 Citation (Scopus) -
Faulty Process Detection Using Machine Learning Techniques
Dastgerdi, A. K., Lange, D. & Mercorelli, P., 11.07.2023, Congress on Smart Computing Technologies : Proceedings of CSCT 2022. Bansal, J. C., Sharma, H. & Chakravorty, A. (eds.). Springer Singapore, p. 321-333 13 p. (Smart Innovation, Systems and Technologies).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Investigating the Effect of Noise Elimination on LSTM Models for Financial Markets Prediction Using Kalman Filter and Wavelet Transform
Dastgerdi, A. K. & Mercorelli, P., 2022, In: WSEAS Transactions on Business and Economics. 19, p. 432-441 10 p., 39.Research output: Journal contributions › Journal articles › Research › peer-review
Open Access18 Citations (Scopus) -
On the Appropriate Methodologies for Data Science Projects
Dastgerdi, A. K. & Gandomani, T. J., 14.07.2021, 2021 International Conference on Information Technology, ICIT 2021 - Proceedings. Jaber, K. M. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 667-673 7 p. 9491712. (2021 International Conference on Information Technology (ICIT)).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
3 Citations (Scopus)