Research output per year
Research output per year
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Dive into the research topics where Adam Ntakaris is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas 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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Online high-frequency trading stock forecasting with automated feature clustering and radial basis function neural networks
Ntakaris, A. & Ibikunle, G., 21 Jun 2023.Research output: Contribution to conference › Paper
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Mid-price prediction based on machine learning methods with technical and quantitative indicators
Ntakaris, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 12 Jun 2020, In: PLoS ONE. 15, 6, 39 p., e0234107.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Feature engineering for mid-price prediction with deep learning
Ntakaris, A., Mirone, G., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 21 Jun 2019, In: IEEE Access. 7, p. 82390-82412 23 p., 8743410.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Machine learning for forecasting mid-price movements using limit order book data
Nousi, P., Tsantekidis, A., Passalis, N., Ntakaris, A., Kanniainen, J., Tefas, A., Gabbouj, M. & Iosifidis, A., 14 May 2019, In: IEEE Access. 7, p. 64722-64736 15 p., 8713851.Research output: Contribution to journal › Article › peer-review
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Benchmark dataset for mid-price forecasting of limit order book data with machine learning methods
Ntakaris, A., Magris, M., Kanniainen, J., Gabbouj, M. & Iosifidis, A., Dec 2018, In: Journal of Forecasting. 37, 8, p. 852-866 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Activities
- 1 Invited talk
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Online feature engineering for high-frequency trading limit order books
Adam Ntakaris (Assessor)
24 Mar 2022Activity: Academic talk or presentation types › Invited talk
Projects
- 1 Active
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ESG components and expected equity return
Cao, Y., Dong, Y., Dong, Y., Ibikunle, G. & Ntakaris, A.
1/09/23 → 31/12/24
Project: Research