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@proceedings{DBLP:conf/pkdd/2019midas,
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-37720-5},
  doi          = {10.1007/978-3-030-37720-5},
  isbn         = {978-3-030-37719-9},
  timestamp    = {Thu, 09 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2019midas.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/AliajAP19,
  author       = {Tesi Aliaj and
                  Aris Anagnostopoulos and
                  Stefano Piersanti},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Firms Default Prediction with Machine Learning},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {47--59},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_4},
  doi          = {10.1007/978-3-030-37720-5\_4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/AliajAP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ArratiaS19,
  author       = {Argimiro Arratia and
                  Eduardo Sep{\'{u}}lveda},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Convolutional Neural Networks, Image Recognition and Financial Time
                  Series Forecasting},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {60--69},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_5},
  doi          = {10.1007/978-3-030-37720-5\_5},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ArratiaS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BarbagliaCM19,
  author       = {Luca Barbaglia and
                  Sergio Consoli and
                  Sebastiano Manzan},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Monitoring the Business Cycle with Fine-Grained, Aspect-Based Sentiment
                  Extraction from News},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {101--106},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_8},
  doi          = {10.1007/978-3-030-37720-5\_8},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BarbagliaCM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BelleMW19,
  author       = {Rafa{\"{e}}l Van Belle and
                  Sandra Mitrovic and
                  Jochen De Weerdt},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Representation Learning in Graphs for Credit Card Fraud Detection},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {32--46},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_3},
  doi          = {10.1007/978-3-030-37720-5\_3},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/BelleMW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/BhadaniVD19,
  author       = {Saumya Bhadani and
                  Ishan Verma and
                  Lipika Dey},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Mining Financial Risk Events from News and Assessing their Impact
                  on Stocks},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {85--100},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_7},
  doi          = {10.1007/978-3-030-37720-5\_7},
  timestamp    = {Thu, 09 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/BhadaniVD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/CharlierOSH19,
  author       = {J{\'{e}}r{\'{e}}my Charlier and
                  Gaston Ormazabal and
                  Radu State and
                  Jean Hilger},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {{MQLV:} Optimal Policy of Money Management in Retail Banking with
                  Q-Learning},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {1--15},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_1},
  doi          = {10.1007/978-3-030-37720-5\_1},
  timestamp    = {Thu, 09 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/CharlierOSH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/FanWWZQ19,
  author       = {Xiangru Fan and
                  Xiaoqian Wei and
                  Di Wang and
                  Wen Zhang and
                  Wu Qi},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Multi-step Prediction of Financial Asset Return Volatility Using Parsimonious
                  Autoregressive Sequential Model},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {107--121},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_9},
  doi          = {10.1007/978-3-030-37720-5\_9},
  timestamp    = {Wed, 15 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/FanWWZQ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/KellermeierRK19,
  author       = {Thomas Kellermeier and
                  Tim Repke and
                  Ralf Krestel},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Mining Business Relationships from Stocks and News},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {70--84},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_6},
  doi          = {10.1007/978-3-030-37720-5\_6},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/KellermeierRK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/KoeneckeG19,
  author       = {Allison Koenecke and
                  Amita Gajewar},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Curriculum Learning in Deep Neural Networks for Financial Forecasting},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {16--31},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_2},
  doi          = {10.1007/978-3-030-37720-5\_2},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KoeneckeG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/PezzoliCT19,
  author       = {Luca Tiozzo Pezzoli and
                  Sergio Consoli and
                  Elisa Tosetti},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {Big Data Financial Sentiment Analysis in the European Bond Markets},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {122--126},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_10},
  doi          = {10.1007/978-3-030-37720-5\_10},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/PezzoliCT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/SantomauroAACM19,
  author       = {Giuseppe Santomauro and
                  Daniela Alderuccio and
                  Fiorenzo Ambrosino and
                  Andrea Fronzetti Colladon and
                  Silvio Migliori},
  editor       = {Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Stefano Pascolutti and
                  Giovanni Ponti},
  title        = {A Brand Scoring System for Cryptocurrencies Based on Social Media
                  Data},
  booktitle    = {Mining Data for Financial Applications - 4th {ECML} {PKDD} Workshop,
                  {MIDAS} 2019, W{\"{u}}rzburg, Germany, September 16, 2019, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11985},
  pages        = {127--132},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-37720-5\_11},
  doi          = {10.1007/978-3-030-37720-5\_11},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/SantomauroAACM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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