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Personal profile

Research interests

My research focusses on machine-driven online security; it aims to improve online security by applying machine learning to protect from clear external threats, as well as maintenance of personal security by assisting and informing on online latent information-sharing habits. This implies dealing with large volumes of textual and visual information, and thus requires complex multi-modal approaches---specifically from the areas of representation learning---and applying adversarial and generative models, as well as computational representations of semantics in (visual) online communication.

Current courses

Click here for my courses.

Keywords

  • Computational Linguistics
  • Machine Learning
  • Natural Language Processing
  • Data Mining
  • Text Mining

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Classifiers Engineering & Materials Science
Computational methods Engineering & Materials Science
Invariance Engineering & Materials Science
Linguistics Engineering & Materials Science
Education Engineering & Materials Science
Health Engineering & Materials Science
Economics Engineering & Materials Science
Intelligent systems Engineering & Materials Science

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Research Output 2014 2018

  • 4 Conference contribution
  • 1 Abstract
  • 1 Article
  • 1 Working paper

Attribute Obfuscation with Gradient Reversal

Emmery, C., Manjavacas, E. & Chrupala, G. Jan 2018

Research output: Contribution to conferenceAbstractOther research output

Computational methods
Classifiers
Education
Health
Economics

Automatic detection of cyberbullying in social media text

Van Hee, C., Jacobs, G., Emmery, C., Desmet, B., Lefever, E., Verhoeven, B., De Pauw, G., Daelemans, W. & Hoste, V., Oct 2018, In : PLOS One. 22 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Intelligent systems
Support vector machines
Classifiers
Experiments
Communication

Automatic Detection of Cyberbullying in Social Media Text

Van Hee, C., Jacobs, G., Emmery, C., Desmet, B., Lefever, E., Verhoeven, B., De Pauw, G., Daelemans, W. M. P. & Hoste, V. 17 Jan 2018 21 p.

Research output: Working paperOther research output

Intelligent systems
Support vector machines
Classifiers
Experiments
Communication

Style Obfuscation by Invariance

Emmery, C., Manjavacas, E. & Chrupala, G. Aug 2018 COLING 2018. Association for Computational Linguistics, 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
Invariance
Semantics
Classifiers
Experiments

Simple Queries as Distant Labels for Detecting Gender on Twitter

Emmery, C., Chrupala, G. & Daelemans, W. 2017 Proceedings of the 3rd Workshop on Noisy User-generated Text. Association for Computational Linguistics, p. 50-55 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Activities 2017 2018

  • 1 Organising a conference
  • 1 Invited talk

Tax & Technology - Data Quality Lecture

Chris Emmery (Speaker)
28 Sep 2018

Activity: Talk or presentation typesInvited talkProfessional

ATILA

M.A. Conijn (Contributor), Menno van Zaanen (Contributor), Lieke Gelderloos (Contributor), Chris Emmery (Contributor), Jan de Wit (Contributor)
16 Nov 201717 Nov 2017

Activity: Participating in or organising an event typesOrganising a conferenceScientific