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Journal article

Rosenbusch, Hannes, Felix Soldner, Anthony M. Evans, and Marcel Zeelenberg. 2021. "Supervised machine learning methods in psychology: A practical introduction with annotated R code." Social and Personality Psychology Compass 15 (2): e12579. doi:

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Contribution to edited volume

Soldner, Felix, Bennett Kleinberg, and Shane Johnson. 2022 (Forthcoming). "Trends in online consumer fraud: A data science perspective." In A fresh look at fraud: Theoretical and applied approaches, edited by Stacey Wood, and Yaniv Hanoch, Binghamton, NY: Routledge.

Soldner, Felix, Leonie Maria Tanczer, Daniel Hammocks, Isabel Lopez-Neira, and Shane Johnson. 2022 (Forthcoming). "Using machine learning methods to study technology-facilitated abuse: Evidence from the analysis of UK crimestoppers’ text data." In The Palgrave handbook of gendered violence and technology, edited by Anastasia Powell, Asher Flynn, and Lisa Sugiura, Basingstoke u.a.: Palgrave Macmillan.

Soldner, Felix, Veronica Pérez-Rosas, and Rada Mihalcea. 2019. "Box of Lies: Multimodal Deception Detection in Dialogues." In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1, 1768–1777. Association for Computational Linguistics (ACL). doi:

Soldner, Felix, Justin Chun-ting Ho, Mykola Makhortykh, Isabelle Van der Vegt, Maximilian Mozes, and Bennett Kleinberg. 2019. "Uphill from here: Sentiment patterns in videos from left-and right-wingYouTube news channels." In Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science, 84–93. 3rd Workshop on Natural Language Processing and Computational Social Science. doi:


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Soldner, Felix. 2021. "Counterfeits on darknet markets." University of Amsterdam.

Soldner, Felix. 2021. "Detecting fake online reviews." University College London.

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Soldner, Felix. 2021. "Applied Data Science." University College London.