2019
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Francesco Rundo; Francesca Trenta; Agatino Luigi di Stallo; Sebastiano Battiato Machine learning for quantitative finance applications: A survey Journal Article Applied Sciences, 9 (24), pp. 5574, 2019. Links | BibTeX | Tags: financial domain, machine learning, time-series @article{rundo2019machine,
title = {Machine learning for quantitative finance applications: A survey},
author = {Francesco Rundo and Francesca Trenta and Agatino Luigi di Stallo and Sebastiano Battiato},
editor = {Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/2076-3417/9/24/5574},
doi = {https://doi.org/10.3390/app9245574},
year = {2019},
date = {2019-12-17},
journal = {Applied Sciences},
volume = {9},
number = {24},
pages = {5574},
keywords = {financial domain, machine learning, time-series},
pubstate = {published},
tppubtype = {article}
}
|
Francesco Rundo; Francesca Trenta; Agatino Luigi di Stallo; Sebastiano Battiato Grid trading system robot (GTSbot): A novel mathematical algorithm for trading FX market Journal Article Applied Sciences, 9 (9), pp. 1796, 2019. Links | BibTeX | Tags: data forecasting, financial time-series, machine learning @article{rundo2019grid,
title = {Grid trading system robot (GTSbot): A novel mathematical algorithm for trading FX market},
author = {Francesco Rundo and Francesca Trenta and Agatino Luigi di Stallo and Sebastiano Battiato},
editor = {Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/2076-3417/9/9/1796},
doi = { https://doi.org/10.3390/app9091796},
year = {2019},
date = {2019-04-29},
journal = {Applied Sciences},
volume = {9},
number = {9},
pages = {1796},
keywords = {data forecasting, financial time-series, machine learning},
pubstate = {published},
tppubtype = {article}
}
|
Francesco Rundo; Sabrina Conoci; Francesca Trenta; Sebastiano Battiato Car-Driver Drowsiness Monitoring by Multi-layers Deep Learning Framework and Motion Analysis Conference AISEM Annual Conference on Sensors and Microsystems, Springer, Cham, 2019. Links | BibTeX | Tags: Drowsiness, LSTM, machine learning @conference{rundo2019car,
title = {Car-Driver Drowsiness Monitoring by Multi-layers Deep Learning Framework and Motion Analysis},
author = {Francesco Rundo and Sabrina Conoci and Francesca Trenta and Sebastiano Battiato},
editor = {Springer, Cham},
url = {https://link.springer.com/chapter/10.1007/978-3-030-37558-4_25},
year = {2019},
date = {2019-02-11},
booktitle = {AISEM Annual Conference on Sensors and Microsystems},
pages = {169-175},
publisher = {Springer, Cham},
keywords = {Drowsiness, LSTM, machine learning},
pubstate = {published},
tppubtype = {conference}
}
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Francesco Rundo; Francesca Trenta; Agatino Luigi Di Stallo; Sebastiano Battiato Advanced Markov-based machine learning framework for making adaptive trading system Journal Article Computation, 7 (1), pp. 4, 2019. Links | BibTeX | Tags: LSTM, machine learning, stock price @article{rundo2019advancedb,
title = {Advanced Markov-based machine learning framework for making adaptive trading system},
author = {Francesco Rundo and Francesca Trenta and Agatino Luigi Di Stallo and Sebastiano Battiato},
editor = {Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/2079-3197/7/1/4},
doi = {https://doi.org/10.3390/computation7010004},
year = {2019},
date = {2019-01-03},
journal = {Computation},
volume = {7},
number = {1},
pages = {4},
keywords = {LSTM, machine learning, stock price},
pubstate = {published},
tppubtype = {article}
}
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