Faculty of Science and Engineering

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    Paul-Henri Spaaklaan1, PHS1

    6229 EN Maastricht

    Netherlands

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  • 2018

    CrowdED: Guideline for Optimal Crowdsourcing Experimental Design

    Zaveri, A., Serrano, P. H., Desai, M. & Dumontier, M., 2018, Companion Proceedings of the The Web Conference 2018. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 1109-1116 8 p. (WWW '18).

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

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  • Data2Services: enabling automated conversion of data to services

    Emonet, V., Zaveri, A., Malic, A., Grigoriu, A. & Dumontier, M., Dec 2018, SWAT4LS.

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

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  • Ensemble Cross-Conformal Prediction

    Beganovic, D., Smirnov, E., Tong, H., Li, Z., Zhu, F. & Yu, J., 2018, 2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW). IEEE, p. 870-877 8 p.

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

  • Evaluating the adoption of Physical Board Game Ludo as Serious Game for Assessing Cognitive Abilities of Players

    Schmitt, F., Mariyam Christopher, S., Tumanov, K., Weiss, G. & Möckel, R., 2018, 4th Joint International Conference on Serious Games. p. 30-42

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

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  • Evaluating the Adoption of the Physical Board Game Ludo for Automated Assessments of Cognitive Abilities

    Schmitt, F., Christopher, S. M., Tumanov, K., Weiss, G. & Mockel, R., 2018, Joint International Conference on Serious Games, JSCG 2018, SERIOUS GAMES. Göbel, S., Garcia-Agundez, A., Tregel, T., Ma, M., Baalsrud Hauge, J., Oliviera, M., Marsh, T. & Caserman, P. (eds.). Springer, Vol. 11243. p. 30-42 13 p. (Lecture Notes in Computer Science, Vol. 11243).

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

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  • Exploiting IoT Technologies for Personalized Learning

    Spyrou, E., Vretos, N., Pomazanskyi, A., Asteriadis, S. & Leligou, H., 2018, IEEE Conference on Computational Intelligence and Games (CIG 2018). IEEE, p. 362-369 8 p. (IEEE Conference on Computational Intelligence and Games).

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

  • Exploiting Ontologies for Deep Learning: A Case for Sentiment Mining

    Raaijmakers, S. & Brewster, C., 2018, Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), Vienna, Austria, September 10-13, 2018.. Khalili, A. & Koutraki, M. (eds.). CEUR-WS.org, Vol. 2198. (CEUR Workshop Proceedings, Vol. 2198).

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

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  • Fast and Easy Mapping of Relational Data to RDF for Rapid Learning Health Care

    de Vos, M., Weel, B., Mendrik, A. M., Dekker, A. & van Soest, J., 2018, 2018 IEEE 14TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE 2018). IEEE, p. 382-383 2 p. (Proceeding IEEE International Conference on e-Science (e-Science)).

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

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  • Follow the WhiteRabbit: Towards Consolidation of On-the-Fly Virtualization and Virtual Machine Introspection

    Proskurin, S., Kirsch, J. & Zarras, A., 2018, Proceedings of the 33rd International Conference on ICT Systems Security and Privacy Protection (IFIP SEC).

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

    Open Access
  • Hiding in the Shadows: Empowering ARM for Stealthy Virtual Machine Introspection

    Proskurin, S., Lengyel, T., Momeu, M., Eckert, C. & Zarras, A., 2018, 34TH ANNUAL COMPUTER SECURITY APPLICATIONS CONFERENCE (ACSAC 2018). The Association for Computing Machinery, p. 407-417 11 p.

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

  • Indefinite kernel spectral learning

    Mehrkanoon, S., Huang, X. & Suykens, J. A. K., 1 Jan 2018, Belgian/Netherlands Artificial Intelligence Conference: 30th Benelux Conference on Artificial Intelligence, BNAIC 2018. p. 131-132 2 p.

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

  • Influence of polymer grade, process parameters, and capillary modification on the shape factor of noncircular cross-section fibers

    Noll, I., Becker, A., Seide, G. & Gries, T., 1 Jan 2018, Fiber Society 2018 Spring Conference: Fibers and Textiles for Value Creation in Connected Industries. Fiber Society

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

  • Learning-Based Diagnosis and Repair

    Roos, N., 2018, Artificial Intelligence: 29th Benelux Conference, BNAIC 2017, Groningen, The Netherlands, November 8–9, 2017, Revised Selected Papers. Verheij, B. & Wiering, M. (eds.). Springer, Cham, p. 1-15 15 p. (Communications in Computer and Information Science, Vol. 823).

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

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  • Learning on a Budget for User Authentication on Mobile Devices

    Kolosnjaji, B., Hüfner, A., Eckert, C. & Zarras, A., 2018, Proceeding of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 2042-2046 5 p.

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

  • LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on Color

    Mino, A. & Spanakis, G., Dec 2018, 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17-20, 2018. p. 965-970 6 p.

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

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  • MCTS-Minimax Hybrids with State Evaluations (Extended Abstract)

    Baier, H. & Winands, M. H. M., Jul 2018, PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE. International Joint Conferences on Artificial Intelligence, p. 5548-5552 5 p.

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

    Open Access
  • Model Predictive Control for Optimal Treatment in a Spatial Cancer Game

    Muros, F. J., Maestre, J. M., You, L. & Stankova, K., 23 Jan 2018, Proceedings of the 2017 IEEE 56th Annual Conference on Decision and Control (CDC). Melbourne, VIC, Australia: IEEE, Vol. 56. p. 5539 - 5544 6 p. (IEEE Conference on Decision and Control).

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

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  • Modern Techniques for Ancient Games

    Browne, C., 2018, 2018 IEEE Conference on Computational Intelligence and Games, CIG 2018, Maastricht, The Netherlands, August 14-17, 2018. IEEE, p. 490-497 8 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Myocardial Ischemia Diagnosis Using a Reduced Lead System

    Aranda Hernandez, A., Bonizzi, P., Karel, J. & Peeters, R., Jul 2018, 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). IEEE, p. 5302-5305 4 p. (IEEE Engineering in Medicine and Biology Society Conference Proceedings).

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

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  • Nanopublications: A Growing Resource of Provenance-Centric Scientific Linked Data

    Kuhn, T., Meroño-Peñuela, A., Malic, A., Poelen, J. H., Hurlbert, A. H., Ortiz, E. C., Furlong, L. I., Queralt-Rosinach, N., Chichester, C., Banda, J. M., Willighagen, E., Ehrhart, F., Evelo, C., Malas, T. B. & Dumontier, M., 18 Sept 2018, 2018 IEEE 14th International Conference on e-Science (e-Science). IEEE, p. 83-92 10 p. (Proceeding IEEE International Conference on e-Science (e-Science)).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

    Open Access
  • Partitioning Vectors into Quadruples: Worst-Case Analysis of a Matching-Based Algorithm

    Ficker, A. M. C., Erlebach, T., Mihalák, M. & Spieksma, F. C. R., 2018, 29th International Symposium on Algorithms and Computation (ISAAC 2018). Hsu, W-L., Lee, D-T. & Liao, C-S. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 123. p. 45:1-45:12 (Leibniz International Proceedings in Informatics).

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

    Open Access
  • Performance Analysis of T-Wave-Offset Detection Algorithms on Patients With Cardiac Diseases

    Nairn, D., Bonizzi, P., Karel, J. & Aranda Hernandez, A. R., 25 Sept 2018, Computing in Cardiology. IEEE, Vol. 45. 4 p.

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

    Open Access
  • Quality Assessment of Biomedical Metadata Using Topic Modeling

    Zaveri, A., Dumontier, M. & Nayak, S., 2018, Quality Assessment of Biomedical Metadata Using Topic Modeling. .

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

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  • Routing Pedestrians in Smart City Networks

    Rothkrantz, L., Popa, M. & Ruzicka, J., 24 May 2018, 2018 SMART CITY SYMPOSIUM PRAGUE (SCSP). Czech Republic : IEEE, p. 1-6 6 p.

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

  • Smashing the Stack Protector for Fun and Profit

    Bierbaumer, B., Kirsch, J., Kittel, T., Francillon, A. & Zarras, A., 2018, Proceedings of the 33rd International Conference on ICT Systems Security and Privacy Protection (IFIP SEC).

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

    Open Access
  • Social Emotion Mining Techniques for Facebook Posts Reaction Prediction

    Krebs, F., Lubascher, B., Moers, T., Schaap, P. & Spanakis, G., Jan 2018, Proceedings of the 10th International Conference on Agents and Artificial Intelligence. p. 211-220

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

    Open Access
  • Speed Estimation and Abnormality Detection From Surveillance Cameras

    Giannakeris, P., Kaltsa, V., Avgerinakis, K., Briassouli, A., Vrochidis, S. & Kompatsiaris, I., 18 Jun 2018, CVPR AIC 2018 - Computer Vision and Pattern Recognition Workshop NVIDIA AI City Challenge. IEEE, p. 93-99 7 p.

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

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  • Towards Affect Recognition through Interactions with Learning Materials

    Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S., Weiss, G., Wani, M. A., Kantardzic, M., Sayedmouchaweh, M., Gama, J. & Lughofer, E., 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, p. 372-379 8 p.

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

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  • Twelve-Dimensional Vectorcardiography - Is More Better?

    Aranda Hernandez, A. R., Karel, J., Bonizzi, P. & Peeters, R., 25 Sept 2018, 2018 COMPUTING IN CARDIOLOGY CONFERENCE (CINC). IEEE, Vol. 45. 4 p. (Computing in Cardiology, Vol. 45).

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

    Open Access
  • Unknown Crowd Event Detection from Phase-Based Statistics

    Briassouli, A., 28 Nov 2018, AVSS 2018: 15th IEEE International Conference on Advanced Video and Signal-based Surveillance. IEEE, p. 217-222 6 p.

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

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  • Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned Data

    van Soest, J., Sun, C., Mussmann, O., Puts, M., van den Berg, B., Malic, A., van Oppen, C., Townend, D., Dekker, A. & Dumontier, M., 2018, BUILDING CONTINENTS OF KNOWLEDGE IN OCEANS OF DATA: THE FUTURE OF CO-CREATED EHEALTH. IOS Press, Vol. 247. p. 581-585 5 p. (Studies in Health Technology and Informatics, Vol. 247).

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

  • Vec2SPARQL: Integrating SPARQL queries and knowledge graph embeddings

    Kulmanov, M., Kafkas, S., Karwath, A., Malic, A., Gkoutos, G. V., Dumontier, M. & Hoehndorf, R., 1 Jan 2018, Semantic Web Applications and Tools for Health Care and Life Sciences. Vol. 2275. (CEUR Workshop Proceedings).

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

  • Wall Building in the Game of StarCraft with Terrain Considerations

    Rooijackers, M. L. M. & Winands, M. H. M., Aug 2018, PROCEEDINGS OF THE 2018 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG'18). IEEE, p. 453-457 5 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • 2019

    Acute MI Detection Derived From ECG Parameters Distribution

    Aranda Hernandez, A. R., Karel, J., Bonizzi, P. & Peeters, R., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

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

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  • A Digital Wooden Tabletop Maze for Estimation of Cognitive Capabilities in Children

    Mariyam Christopher, S., Urlings, C., van den Bongarth, H., Coppens, K., Hurks, P. P. M., Borghans, L. & Möckel, R., 2019, Social Robotics: 11th International Conference, ICSR 2019, Madrid, Spain, November 26-29, 2019, Proceedings. Salichs, M. A., Ge, S. S., Barakova, E. I., Cabibihan, J. J., Wagner, A. R., Castro-González, A. & He, H. (eds.). Cham: Springer, Vol. 11876. p. 622-632 11 p. (Lecture Notes in Computer Science, Vol. 11876).

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

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  • Adversarial Training for Review-Based Recommendations

    Rafailidis, D. & Crestani, F., 2019, SIGIR'19: Proceedings of the 42nd ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1057-1060 4 p.

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

  • A Functional Taxonomy of Logic Puzzles

    Hufkens, L. & Browne, C., 2019, 2019 IEEE CONFERENCE ON GAMES (COG). IEEE, 4 p. (IEEE Conference on Computational Intelligence and Games).

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

  • A linked data representation for summary statistics and grouping criteria

    McCusker, J. P., Dumontier, M., Chari, S., Luciano, J. S. & McGuinness, D. L., 1 Jan 2019, Computer Vision Winter Workshop 2023. Vol. 2549. 159435. (CEUR Workshop Proceedings).

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

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  • A modular approach to knowledge graphs and FAIR data in healthcare

    Sloep, M., Kalendralis, P., van Soest, J. & Fijten, R., 1 Jan 2019, Semantic Web Applications and Tools for Health Care and Life Sciences. Vol. 2849. p. 155-156 2 p. (CEUR Workshop Proceedings).

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

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  • Analysing informed learning at Maastricht University

    Jongen, S., Vernimmen - de Jong, F. & Hospers, H., 10 May 2019, Learning Information Literacy across the Globe. Botte, A., Libbrecht, P. & Rittberger, M. (eds.). Frankfurt am Main: DIPF - Deutsches Institut für Internationale Pädagogische Forschung, p. 19-34

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

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  • An Empirical Evaluation of Two General Game Systems: Ludii and RBG

    Piette, E., Stephenson, M., Soemers, D. & Browne, C., 23 Aug 2019, 2019 IEEE CONFERENCE ON GAMES (COG): (COG'19). IEEE, p. 626-629 4 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Annotation of existing databases using Semantic Web technologies: Making data more FAIR

    van Soest, J., Choudhury, A., Gaikwad, N., Sloep, M., Dumontier, M. & Dekker, A., 1 Jan 2019, Semantic Web Applications and Tools for Health Care and Life Sciences. Vol. 2849. p. 94-101 8 p. (CEUR Workshop Proceedings).

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

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  • An overview of Affective Models and ICT in Education

    Foutsitzi, S., Asteriadis, S. & Caridakis, G., 2019, The 10th International Conference on Information, Intelligence, Systems and Applications (IISA 2019). p. 105-112 8 p.

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

  • An Overview of the Ludii General Game System

    Stephenson, M., Piette, E., Soemers, D. & Browne, C., 23 Aug 2019, 2019 IEEE CONFERENCE ON GAMES (COG): (COG'19). IEEE, p. 864-865 2 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction

    Maggiolo, M. & Spanakis, G., Apr 2019, Proceedings 27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019. p. 625-630

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

    Open Access
  • Bayesian Deep Learning with Trust and Distrust in Recommendation Systems

    Rafailidis, D., 2019, WI '19: IEEE/WIC/ACM International Conference on Web Intelligence. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). p. 18-25 8 p.

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

  • Biasing MCTS with Features for General Games

    Soemers, D., Piette, E. & Browne, C., 11 Jun 2019, IEEE Congress on Evolutionary Computation: (CEC'19). p. 450-457 8 p. 8790141

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

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  • Bridging face and sound modalities through Domain Adaptation Metric Learning

    Athanasiadis, C., Hortal, E. & Asteriadis, S., 2019, ESANN 2019 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium), 24-26 April 2019. p. 385-390

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

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  • Building Change: Domestic Architecture and Identity during the Bronze Age to Iron Age Transition.

    Jazwa, K., 2019, New Approaches and Paradigms in the Study of Greek Architecture. An International Conference/Workshop at Cotsen Hall, ASCSA. 3-5 November 201. Scahill, D. & Sapirstein, P. (eds.). Brill Academic Publishers, p. 151-167

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

  • Can Today's Machine Learning Pass Image-Based Turing Tests?

    Zarras, A., Gerostathopoulos, I. & Méndez Fernández, D., 2019, Information Security. ISC 2019. Lin, Z., Papamanthou, C. & Polychronakis, M. (eds.). Springer, Cham, Vol. 11723. p. 129-148 20 p. (Lecture Notes in Computer Science, Vol. 11723).

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