Petra Kralj Novak

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Petra Kralj Novak

 https://orcid.org/0000-0003-3385-6430
20062023

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  • 2023

    Don’t Start Your Data Labeling from Scratch: OpSaLa - Optimized Data Sampling Before Labeling

    Pelicon, A., Montariol, S. & Kralj Novak, P., 1 Apr 2023, Advances in Intelligent Data Analysis XXI - 21st International Symposium on Intelligent Data Analysis, IDA 2023, Proceedings. Crémilleux, B., Hess, S. & Nijssen, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 353-365 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13876 LNCS).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2022

    Handling Disagreement in Hate Speech Modelling

    Kralj Novak, P., Scantamburlo, T., Pelicon, A., Cinelli, M., Mozetič, I. & Zollo, F., 2022, Information Processing and Management of Uncertainty in Knowledge-Based Systems - 19th International Conference, IPMU 2022, Proceedings. Ciucci, D., Couso, I., Medina, J., Ślęzak, D., Petturiti, D., Bouchon-Meunier, B. & Yager, R. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 681-695 15 p. (Communications in Computer and Information Science; vol. 1602 CCIS).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

    Open Access
  • 2020

    Leveraging contextual embeddings for detecting diachronic semantic shift

    Martinc, M., Novak, P. K. & Pollak, S., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 4811-4819 9 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2019

    Embeddia at SemEval-2019 task 6: Detecting hate with neural network and transfer learning approaches

    Pelicon, A., Martinc, M. & Novak, P. K., 2019, NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 604-610 7 p. (NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2018

    Exploring the Twitterland of the impact investing market

    Novak, P. K., De Amicis, L., Hughes, C. & Mozetič, I., 2018, Complex Networks and Their Applications VI - Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, H., Cherifi, C., Musolesi, M. & Karsai, M. (eds.). Springer Verlag, p. 967-979 13 p. (Studies in Computational Intelligence; vol. 689).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

    Open Access

  • Mapping organizations’ goals and leanings in the Lobbyist network in banking and finance

    Sluban, B., Smailović, J., Novak, P. K., Mozetič, I. & Battiston, S., 2018, Complex Networks and Their Applications VI - Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, H., Cherifi, C., Musolesi, M. & Karsai, M. (eds.). Springer Verlag, p. 1149-1161 13 p. (Studies in Computational Intelligence; vol. 689).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

    Open Access
  • 2013

    Analysing Financial Vocabulary Using a New Semantic Subgroup Discovery System Hedwig

    Vavpetič, A., Kralj Novak, P. & Lavrač, N., 2013, 5th Jozef Stefan International Postgraduate School Students' Conference: Proceedings - Part 1. Trdin, N., Resetic, A., Pavlin, M. & Cvetkovic, B. (eds.). Ljubljana: Jožef Stefan Institute, p. 219-228

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • Semantic data mining of financial news articles

    Vavpetič, A., Novak, P. K., Grčar, M., Mozetič, I. & Lavrač, N., 2013, Discovery Science - 16th International Conference, DS 2013, Proceedings. Springer Verlag, p. 294-307 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8140 LNAI).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2011

    Using ontologies in semantic data mining with SEGS and g-SEGS

    Lavrač, N., Vavpetič, A., Soldatova, L., Trajkovski, I. & Novak, P. K., 2011, Discovery Science - 14th International Conference, DS 2011, Proceedings. p. 165-178 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6926 LNAI).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2010

    Bisociative knowledge discovery for microarray data analysis

    Mozetic, I., Lavrac, N., Podpecan, V., Novak, P. K., Motaln, H., Petek, M., Gruden, K., Toivonen, H. & Kulovesi, K., 2010, Proceedings of the International Conference on Computational Creativity, ICCC-10. p. 190-199 10 p. (Proceedings of the International Conference on Computational Creativity, ICCC-10).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2009

    Gene Analytics: Discovery and Contextualization of Enriched Gene Sets

    Lavrač, N., Mozetič, I., Podpečan, V., Kralj Novak, P., Motaln, H., Petek, M. & Gruden, K., 2009, Workshop on Explorative Analytics of Information Networks at ECML PKDD 2009. Nuernberger, A., Berthold, M. R., Kotter, T. & Thiel, K. (eds.). Jožef Stefan Institute, p. 39-49

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • Semantic subgroup discovery: Using ontologies in microarray data analysis

    Lavrač, N., Novak, P. K., Mozetič, I., Podpečan, V., Motaln, H., Petek, M. & Gruden, K., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 5613-5616 4 p. 5333782. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • 2007

    Contrast set mining for distinguishing between similar diseases

    Kralj, P., Lavrač, N., Gamberger, D. & Krstačić, A., 2007, Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. Springer Verlag, p. 109-118 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4594 LNAI).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

  • Contrast set mining through subgroup discovery applied to brain Ischaemina data

    Kralj, P., Lavrač, N., Gamberger, D. & Krstǎić, A., 2007, Advances in Knowledge Discovery and Data Mining - 11th Pacific-Asia Conference, PAKDD 2007, Proceedings. Springer Verlag, p. 579-586 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4426 LNAI).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

    Open Access
  • 2006

    Closed sets for labeled data

    Garriga, G. C., Kralj, P. & Lavrač, N., 2006, Knowledge Discovery in Databases: PKDD 2006 - 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Proceedings. Springer Verlag, p. 163-174 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4213 LNAI).

    Research output: Contribution to Book/Report types › Conference contribution › peer-review

    Open Access