Machine Learning and Predictive Analytics in Accounting, Finance, and Management

Follow the money: Revealing risky nodes in a Ransomware-Bitcoin network

Adam Turner, Macquarie University
Stephen Mccombie, Macquarie University
Allon Uhlmann, Macquarie University

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12:00 AM - 12:00 AM

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Hierarchical learning for option implied volatility pricing

Henry Han, Fordham University

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12:00 AM - 12:00 AM

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High-Frequency News Sentiment and Its Application to Forex Market Prediction

Frank Xing, Nanyang Technological University
Duc-Hong Hoang, Lund University
Dinh-Vinh Vo, Lund University

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12:00 AM - 12:00 AM

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Introduction to the Minitrack on Machine Learning and Predictive Analytics in Accounting, Finance, and Management

Peter Sarlin, Silo.AI and Hanken School of Economics
József Mezei, Åbo Akademi University

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12:00 AM - 12:00 AM

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Predicting stock price and spread movements from news

Pontus Wistbacka, Hanken School of Economics
Samuel Rönnqvist, Hanken School of Economics
Katia Vozian, Hanken School of Economics
Satchit Sagade, Goethe University Frankfurt

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12:00 AM - 12:00 AM

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To Treat, or Not to Treat: Reducing Volatility in Uplift Modeling Through Weighted Ensembles

Jannik Rößler, University of Cologne
Roman Tilly, University of Cologne
Detlef Schoder, University of Cologne

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12:00 AM - 12:00 AM

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