Publications - Dr. K. (Kalliopi) Zervanou (2024)

2023

Scholarly publications

Reshadat, V., Akcay, A., Zervanou, K., Zhang, Y., & de Jong, E. (2023). SCRE: special cargo relation extraction using representation learning. Neural Computing and Applications, 35(25), 18783-18801. https://doi.org/10.1007/s00521-023-08704-9

Rijcken, E., Zervanou, K., Spruit, M., Scheepers, F., & Kaymak, U. (2023). Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling. In 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023 (IEEE International Conference on Fuzzy Systems). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FUZZ52849.2023.10309675

2022

Scholarly publications

Arendsen, J., Rijcken, E., Zervanou, K., Rietjens, K., Vlems, F., & Kaymak, U. (2022). Analyzing Patient Feedback Data withTopic Modeling. In D. Ciucci, I. Couso, J. Medina, D. Ślęzak, D. Petturiti, B. Bouchon-Meunier, & R. R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems - 19th International Conference, IPMU 2022, Proceedings (pp. 248-258). (Communications in Computer and Information Science; Vol. 1602 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-08974-9_20

Rijcken, E., Mosteiro, P., Zervanou, K., Spruit, M., Scheepers, F., & Kaymak, U. (2022). FuzzyTM: a Software Package for Fuzzy Topic Modeling. In 2022 IEEE International Conference on Fuzzy Systems, FUZZ 2022 - Proceedings (IEEE International Conference on Fuzzy Systems; Vol. 2022-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882661

Reshadat, V., Kolkman, T., Zervanou, K., Zhang, Y., Akçay, A., Snijder, C., McDonnell, R., Schorer, K., Wichers, C., Koch, T., Dugundji, E., & de Jong, E. (2022). Knowledge modeling and incident analysis for special cargo. In Technologies and Applications for Big Data Value (pp. 519-544). Springer. https://doi.org/10.1007/978-3-030-78307-5_23

Rijcken, E., Kaymak, U., Scheepers, F. E., Mosteiro Romero, P., Zervanou, K., & Spruit, M. (2022). Topic Modeling for Interpretable Text Classification From EHRs. Frontiers in Big Data, 5, 1-11. Article 846930. https://doi.org/10.3389/fdata.2022.846930

2021

Scholarly publications

Reshadat, V., Akcay, A., Zervanou, K., Zhang, Y., & De Jong, E. (2021). Relation Representation Learning for Special Cargo Ontology. In 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings (2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SSCI50451.2021.9660108

Rijcken, E., Scheepers, F. E., Mosteiro Romero, P., Zervanou, K., Spruit, M., & Kaymak, U. (2021). A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability. In 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (SSCI 2021) (pp. 1-8). IEEE. https://doi.org/10.1109/SSCI50451.2021.9660139

Mosteiro Romero, P., Rijcken, E., Zervanou, K., Kaymak, U., Scheepers, F. E., & Spruit, M. (2021). Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes. Journal of Artificial Intelligence for Medical Sciences, 2( 1-2), 44-54. https://doi.org/10.2991/jaims.d.210225.001

2020

Scholarly publications

van Leeuwen, H., Zhang, Y., Zervanou, K., Mullick, S., Kaymak, U., & de Ruijter, T. (2020). Lost and found: Predicting airline baggage at-risk of being mishandled. In A. Rocha, L. Steels, & J. van den Herik (Eds.), ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence (pp. 172-181). (ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence; Vol. 2). SciTePress. https://doi.org/10.5220/0008977801720181

2019

Scholarly publications

Paalman, J., Mullick, S., Zervanou, K., & Zhang, Y. (2019). Term based semantic clusters for very short text classification. In G. Angelova, R. Mitkov, I. Nikolova, I. Temnikova, & I. Temnikova (Eds.), International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings (pp. 878-887). (International Conference Recent Advances in Natural Language Processing, RANLP; Vol. 2019-September). Incoma. https://doi.org/10.26615/978-954-452-056-4_102

2017

Scholarly publications

Klein, W., Zervanou, K., Koolen, M., Hooff, P. V. D., Wiering, F., Alink, W., & Pieters, T. (2017). Creating time capsules for historical research in the early modern period: Reconstructing trajectories of plant medicines. CEUR Workshop Proceedings, 1992, 2-9. http://ceur-ws.org/Vol-1992/paper_2.pdf

Tjong Kim Sang, E., Bollman, M., Boschker, R., Casacuberta, F., Dietz, F. M., Dipper, S., Domingo, M., van der Goot, R., van Koppen, J. M., Ljubešić, N., Östling, R., Petran, F., Pettersson, E., Scherrer, Y., Schraagen, M. P., Sevens, L., Tiedeman, J., Vanallemeersch, T., & Zervanou, K. (2017). The CLIN27 Shared Task: Translating Historical Text to Contemporary Language for Improving Automatic Linguistic Annotation. Computational Linguistics in The Netherlands journal, 7, 53-64. https://clinjournal.org/clinj/article/view/68
https://dspace.library.uu.nl/bitstream/handle/1874/360876/04.clin27_shared_task.pdf?sequence=1

Other output

2015

Scholarly publications

Zervanou, K., Van Erp, M., & Alex, B. (2015). Introduction: Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. In IJCNLP (Vol. 2015-text, pp. iii). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). ACL Anthology.

Zervanou, K., Groenestege, J. T., de Vries, D., Spaan, T., Klein, W., van der Ster, J., van den Hooff, P., Wiering, F., & Pieters, T. (2015). A general purpose spelling correction tool in the post-OCR error correction task: comparative evaluation and feasibility study. Abstract from The 25th Meeting of Computational Linguistics in the Netherlands, Antwerp, Belgium.

Other output

2014

Scholarly publications

Zervanou, K., & Vertan, C. (2014). Preface: Proceedings of the 8th EACL Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. In EACL (pp. III). (Proceedings of the 8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014). ACL Anthology.

Zervanou, K., Tykhonov, V., van den Bosch, A., & van der Heijden, M. (2014). Visualisation of 700 years of Labour Conflicts in the Netherlands. In Proceedings of the 11th ESWC LinkedUp Challenge

Zervanou, K., Iosif, E., & Potamianos, A. (2014). An Unstructured Distributional Semantic Model for Morphologically Rich Languages: The Dutch Case Study. Abstract from The 24th Meeting of Computational Linguistics in The Netherlands, Leiden, Netherlands.

Zervanou, K., Düring, M., Hendrickx, I., & Van Den Bosch, A. (2014). Documenting social unrest: Detecting strikes in historical daily newspapers. In Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers (pp. 120-133). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8359 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-642-55285-4_10

Zervanou, K., Iosif, E., & Potamianos, A. (2014). Word semantic similarity for morphologically rich languages. In N. Calzolari, K. Choukri, S. Goggi, T. Declerck, J. Mariani, B. Maegaard, A. Moreno, J. Odijk, H. Mazo, S. Piperidis, & H. Loftsson (Eds.), Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014 (pp. 1642-1648). (Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014). European Language Resources Association (ELRA).

Zervanou, K., Malandrakis, N., & Narayanan, S. (2014). SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity. In P. Nakov, & T. Zesch (Eds.), 8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings (pp. 508-511). (8th International Workshop on Semantic Evaluation, SemEval 2014 - co-located with the 25th International Conference on Computational Linguistics, COLING 2014, Proceedings). Association for Computational Linguistics (ACL).

2013

Scholarly publications

Lendvai, P., & Zervanou, K. (2013). Preface: Proceedings of the 7th ACL Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2013). In ACL-2013 (pp. III). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). ACL Anthology.

Hendrickx, I., Düring, M., Zervanou, K., & van den Bosch, A. (2013). Searching and Finding Strikes in the New York Times. In Proceedings of the 3rd Workshop on Annotation of Corpora for Research in the Humanities (ACRH-3) (pp. 25-36)

Iosif, E., Potamianos, A., Giannoudaki, M., & Zervanou, K. (2013). Semantic similarity computation for abstract and concrete nouns using network-based distributional semantic models. In K. Erk, & A. Koller (Eds.), Proceedings of the 10th International Conference on Computational Semantics

2012

Scholarly publications

Zervanou, K., & van den Bosch, A. (2012). Preface: Proceedings of the 6th EACL Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. In EACL (pp. III). (Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, LaTeCH 2012 at the 13th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2012). ACL Anthology.

Van De Camp, M., Morante, R., Reynaert, M., Van Zaanen, M., & Zervanou, K. (2012). Preface. Computational Linguistics in The Netherlands journal, 1.

2011

Scholarly publications

Zervanou, K., & Lendvai, P. (2011). Preface: Proceedings of the 5th ACL/HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2011). In ACL (pp. III). (Proceedings of the Annual Meeting of the Association for Computational Linguistics). ACL Anthology.

Sporleder, C., Bosch, A. V. D., & Zervanou, K. (2011). Language technology for cultural heritage: selected papers from the LaTeCH workshop series.

Zervanou, K., Korkontzelos, I., Van den Bosch, A., & Ananiadou, S. (2011). Enrichment and Structuring of Archival Description Metadata. In Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities Association for Computational Linguistics (ACL).

2010

Scholarly publications

Drymonas, E., Zervanou, K., & Petrakis, E. G. M. (2010). Unsupervised ontology acquisition from plain texts: The OntoGain system. In Natural Language Processing and Information Systems - 15th International Conference on Applications of Natural Language to Information Systems, NLDB 2010, Proceedings (pp. 277-287). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6177 LNCS). https://doi.org/10.1007/978-3-642-13881-2_29

Drymonas, E., Zervanou, K., & Petrakis, E. G. M. (2010). Exploiting multi-word similarity for retrieval in medical document collections: The TSRM approach. Journal of Digital Information Management, 8(5), 315-321.

Zervanou, K. (2010). UvT: The UvT term extraction system in the keyphrase extraction task. In ACL 2010 - SemEval 2010 - 5th International Workshop on Semantic Evaluation, Proceedings (pp. 194-197). (ACL 2010 - SemEval 2010 - 5th International Workshop on Semantic Evaluation, Proceedings). Association for Computational Linguistics (ACL).

Van den Hoven, M., Van den Bosch, A., & Zervanou, K. (2010). Beyond reported history: Strikes that never happened. In Proceedings of the First International AMICUS Workshop on Automated Motif Discovery in Cultural Heritage and Scientific Communication Texts (pp. 20-28)

2009

Scholarly publications

Hliaoutakis, A., Zervanou, K., & Petrakis, EGM. (2009). The AMTEx approach in the medical document indexing and retrieval application. Data and Knowledge Engineering, 68(3), 380-392. https://doi.org/10.1016/j.datak.2008.11.002

2008

Scholarly publications

Drymonas, E., Zervanou, K., & Petrakis, E. G. M. (2008). The TSRM approach in the document retrieval application. In Natural Language and Information Systems - 13th International Conference on Applications of Natural Language to Information Systems, NLDB 2008, Proceedings (pp. 333-334). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5039 LNCS). https://doi.org/10.1007/978-3-540-69858-6_35

2007

Scholarly publications

Chliaoutakis, A., Zervanou, K., & Petrakis, EGM. (2007). Medical Document Indexing and Retrieval: AMTEx vs. NLM MMTx. In Proceedings of the 12th International Symposium for Health Information Management Research (ISHIMR 2007)

2006

Scholarly publications

Hliaoutakis, A., Zervanou, K., Petrakis, E. G. M., & Milios, E. E. (2006). Automatic document indexing in large medical collections. In CIKM 2006 Workshop - Proceedings of HIKM 2006: ACM International Workshop on Healthcare Information and Knowledge Management (pp. 1-8). Article 1183570 (Proceedings of HIKM 2006: International Workshop on Healthcare Information and Knowledge Management). https://doi.org/10.1145/1183568.1183570

2004

Scholarly publications

Zervanou, K., & McNaught, J. (2004). A domain-independent approach to IE rule development. In M. F. Xavier, R. Costa, F. Ferreira, M. T. Lino, & R. Silva (Eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation, LREC 2004 (pp. 745-748). (Proceedings of the 4th International Conference on Language Resources and Evaluation, LREC 2004). European Language Resources Association (ELRA).

Black, W. J., Jowett, S., Mavroudakis, T., Mcnaught, J., Theodoulidis, B., Vasilakopoulos, A., Zarri, G. P., & Zervanou, K. (2004). Ontology-enablement of a system for semantic annotation of digital documents. CEUR Workshop Proceedings, 184, 41-50.

2003

Scholarly publications

Rinaldi, F., Dowdall, J., Hess, M., Kaljurand, K., Persidis, A., Theodoulidis, B., Black, B., McNaught, J., Karanikas, H., Vasilakopoulos, A., Zervanou, K., Bernard, L., Zarri, G. P., Slot, H. B., van der Touw, C., Daniel-King, M., Underwood, N., Lisowska, A., van der Plas, L., ... Taraviras, S. (2003). Parmenides: an opportunity for ISO TC37 SC4? In ACL-2003 workshop on Linguistic Annotation (pp. 38-46). Association for Computational Linguistics. https://doi.org/10.3115/1119296.1119302

2000

Scholarly publications

Zervanou, K., & McNaught, J. (2000). A term-based methodology for template creation in information extraction. In D. N. Christodoulakis (Ed.), Natural language processing - NLP 2000 - 2nd International Conference, Proceedings (pp. 418-423). (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 1835). Springer Verlag. https://doi.org/10.1007/3-540-45154-4_38