Titlebook: ECML PKDD 2018 Workshops; MIDAS 2018 and PAP 2 Carlos Alzate,Anna Monreale,Tiziano Squartini Conference proceedings 2019 Springer Nature Sw

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ECML PKDD 2018 Workshops978-3-030-13463-1Series ISSN 0302-9743 Series E-ISSN 1611-3349

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0302-9743 iscovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely:..MIDAS 2018. – Third Workshop on Mining Data for Financial Applications .and.PAP 2018. – Second International Workshop on Personal Analytics and Privacy...The 12 papers presented in this volume were carefully revie

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Testing for Self-excitation in Financial Events: A Bayesian Approachor the univariate Hawkes process, and describe a Bayesian model comparison scheme. We demonstrate on currency, cryptocurrency and equity limit order book data that the test captures excitatory dynamics.

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0302-9743 cations .and.PAP 2018. – Second International Workshop on Personal Analytics and Privacy...The 12 papers presented in this volume were carefully reviewed and selected from a total of 17 submissions...?.978-3-030-13462-4978-3-030-13463-1Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Roberta J. M. Olson,Jay M. Pasachoffe suitability of depth-wise convolution and provide evidence for the advantages of neural network approach over existing methodologies. The proposed models produce mean reversion comparable to rolling-window linear regression’s results, allowing for greater flexibility while being less sensitive to market turbulence.