2023W

• Data-oriented Programming Paradigms / 188.995 / VU
• Natural Language Processing and Information Extraction / 194.093 / VU

2024S

• Interdisciplinary Project in Data Science / 194.147 / PR

• Harnessing Information from Social Networks in Industry 4.0
  2016 – 2017 / Austrian Research Promotion Agency (FFG)
• Knowledge Helper for Medical and Other Information Users
  2011 – 2014 / European Commission
  Publications: 53977 / 85232
• Participative Research labOratory for Multimedia and Multilingual Information Systems Evaluation
  2011 – 2013 / European Commission
  Publications: 162993 / 163175 / 54045 / 54046 / 54446 / 55068

2023

• Predicting Retrieval Performance Changes in Evolving Evaluation Environments / El-Ebshihy, A., Fink, T., Gonzalez-Saez, G., Galuščáková, P., Piroi, F., Iommi, D., Goeuriot, L., & Mulhem, P. (2023). Predicting Retrieval Performance Changes in Evolving Evaluation Environments. In A. Arampatzis, E. Kanoulas, T. Tsikrika, S. Vrochidis, A. Giachanou, D. Li, M. Aliannejadi, M. Vlachos, G. Faggioli, & N. Ferro (Eds.), Experimental IR Meets Multilinguality, Multimodality, and Interaction : 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings (pp. 21–33). Springer. https://doi.org/10.1007/978-3-031-42448-9_3
• Using Semi-automatic Annotation Platform to Create Corpus for Argumentative Zoning / El-Ebshihy, A., Ningtyas, A. M., Piroi, F., Rauber, A., Romadhony, A., Faraby, S. A., & Sabariah, M. K. (2023). Using Semi-automatic Annotation Platform to Create Corpus for Argumentative Zoning. In O. Alonso, H. Cousijn, G. Silvello, M. Marrero, C. Teixeira Lopes, & S. Marchesin (Eds.), Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, TPDL 2023, Zadar, Croatia, September 26–29, 2023, Proceedings (pp. 132–145). Springer. https://doi.org/10.1007/978-3-031-43849-3_12
  Project: AR-Science (2019–2022)
• Towards A Knowledge Graph-based Exploratory Search for Privacy Engineering / Herwanto, G. B., Ekaputra, F. J., Piroi, F., & Sabou, M. (2023). Towards A Knowledge Graph-based Exploratory Search for Privacy Engineering. In B. Fu, P. Lambrix, H. Li, S. Nunes, & C. Pesquita (Eds.), Proceedings of the 8th International Workshop on the Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs, co-located with the 22nd International Semantic Web Conference (ISWC 2023) (pp. 49–56).

2022

• Benchmark for Research Theme Classification of Scholarly Documents / Mendoza, O., Kusa, W., El-Ebshihy, A. M., Wu, R., Pride, D., Knoth, P., Herrmannova, D., Piroi, F., Pasi, G., & Hanbury, A. (2022). Benchmark for Research Theme Classification of Scholarly Documents. In Proceedings of the Workshop. Third Workshop on Scholarly Document Processing (pp. 253–262). Association for Computational Linguistics. https://doi.org/10.34726/4521
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  Project: DoSSIER (2019–2024)
• A Platform for Argumentative Zoning Annotation and Scientific Summarization / El-Ebshihy, A., Ningtyas, A. M., Andersson, L., Piroi, F., & Rauber, A. (2022). A Platform for Argumentative Zoning Annotation and Scientific Summarization. In M. A. Hasan & L. Xiong (Eds.), CIKM ’22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp. 4843–4847). Association for Computing Machinery (ACM). https://doi.org/10.1145/3511808.3557193
  Project: AR-Science (2019–2022)
• Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization / Ningtyas, A. M., El-Ebshihy, A., Herwanto, G. B., Piroi, F., & Hanbury, A. (2022). Leveraging Wikipedia Knowledge for Distant Supervision in Medical Concept Normalization. In Experimental IR Meets Multilinguality, Multimodality, and Interaction (pp. 33–47). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-13643-6_3
• Proceedings of the 3rd Workshop on Patent Text Mining and Semantic Technologies / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (Eds.). (2022). Proceedings of the 3rd Workshop on Patent Text Mining and Semantic Technologies. https://doi.org/10.34726/3550
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  Project: DoSSIER (2019–2024)
• Enabling Exploratory Search on Manufacturing Knowledge Graphs / Haller, K., Ekaputra, F. J., Sabou, M., & Piroi, F. (2022). Enabling Exploratory Search on Manufacturing Knowledge Graphs. In B. Fu, P. Lambrix, & C. Pesquita (Eds.), Proceedings of the Seventh International Workshop on the Visualization and Interaction for Ontologies and Linked Data co-located with the 21st International Semantic Web Conference (ISWC 2022) (pp. 16–28). http://hdl.handle.net/20.500.12708/190023
• Towards an Open Translation Environment for Supporting Translators in the Materials Domain / Ekaputra, F. J., Piroi, F., Noeske, M., Friis, J., Calvio, A., Konchakova, N. A., Foidl, R., Leite Cavalcanti, W., Foschini, L., Hagelien, T., Mora, A., Andersen, C., & Andreon, B. (2022). Towards an Open Translation Environment for Supporting Translators in the Materials Domain. In E. M. Sanfilippo, M.-H. Karray, D. Kyritsis, & A. Sarkar (Eds.), Proceedings of the 12th International Workshop on Formal Ontologies meet Industry (FOMI 2022).
• 3rd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2022) / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (2022). 3rd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2022). Association for Computing Machinery. https://doi.org/10.1145/3477495.3531702
  Project: DoSSIER (2019–2024)
• Influence of Brush Positioning on Separately Excited DC Motor Operation / Spunei, E., Piroi, I., & Piroi, F. (2022). Influence of Brush Positioning on Separately Excited DC Motor Operation. In 2022 International Conference and Exposition on Electrical And Power Engineering (EPE) (pp. 051–056). https://doi.org/10.1109/EPE56121.2022.9959875

2021

• Experimental IR Meets Multilinguality, Multimodality, and Interaction / K. Selcuk Candan, Ionescu, B., Goeuriot, L., Larsen, B., Müller, H., Joly, A., Maistro, M., Piroi, F., Faggioli, G., & Ferro, N. (Eds.). (2021). Experimental IR Meets Multilinguality, Multimodality, and Interaction (Vol. 12880). https://doi.org/10.1007/978-3-030-85251-1
  Project: DoSSIER (2019–2024)
• 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021) / Krestel, R., Aras, H., Andersson, L., Piroi, F., Hanbury, A., & Alderucci, D. (2021). 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021). In F. Diaz, C. Shah, & T. Suel (Eds.), Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 2693–2696). https://doi.org/10.1145/3404835.3462816
  Project: DoSSIER (2019–2024)
• Data Augmentation for Layperson’s Medical Entity Linking Task / Ningtyas, A. M., Piroi, F., Andersson, L., & Hanbury, A. (2021). Data Augmentation for Layperson’s Medical Entity Linking Task. In FIRE ’21: Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation (pp. 99–106). https://doi.org/10.1145/3503162.3503172
• TUW-IFS at TREC NEWS 2020 Wikification Task / Ningtyas, A. M., El-Ebshihy, A., Piroi, F., Andersson, L., & Hanbury, A. (2021). TUW-IFS at TREC NEWS 2020 Wikification Task. In The Twenty-Ninth Text REtrieval Conference (TREC 2020) Proceedings (pp. 1–10). NIST. http://hdl.handle.net/20.500.12708/58735

2020

• ARTU / TU Wien and Artificial Researcher@ LongSumm 20 / El-Ebshihy, A., Ningtyas, A. M., Andersson, L., Piroi, F., & Rauber, A. (2020). ARTU / TU Wien and Artificial Researcher@ LongSumm 20. In Proceedings of the First Workshop on Scholarly Document Processing. The Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.sdp-1.36

2019

• Proceedings of the 1st Workshop on on Patent Text Mining and Semantic Technologies : PatentSemTech2019 / Andersson, L., Aras, H., Piroi, F., & Hanbury, A. (Eds.). (2019). Proceedings of the 1st Workshop on on Patent Text Mining and Semantic Technologies : PatentSemTech2019. https://doi.org/10.34726/pst2019
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• Multilingual Patent Text Retrieval Evaluation: CLEF–IP / Piroi, F., & Hanbury, A. (2019). Multilingual Patent Text Retrieval Evaluation: CLEF–IP. In N. Ferro & C. Peters (Eds.), Information Retrieval Evaluation in a Changing World (Vol. 41, pp. 365–387). https://doi.org/10.1007/978-3-030-22948-1_15

2017

• Computer-based diagnosis for electric power supply in train traffic installations / Spunei, E., Piroi, I., & Piroi, F. (2017). Computer-based diagnosis for electric power supply in train traffic installations. In 2017 5th International Symposium on Electrical and Electronics Engineering (ISEEE). IEEE. https://doi.org/10.1109/iseee.2017.8170632
• The square root method for terminal voltage adjustment in a self-excited synchronous generator / Spunei, E., Piroi, I., Anghel, D., & Piroi, F. (2017). The square root method for terminal voltage adjustment in a self-excited synchronous generator. In 2017 5th International Symposium on Electrical and Electronics Engineering (ISEEE). IEEE. https://doi.org/10.1109/iseee.2017.8170633
• Computer assisted diagnosis of automatic signalling installations with blinking red lights / Spunei, E., Piroi, I., Muscai, C., & Piroi, F. (2017). Computer assisted diagnosis of automatic signalling installations with blinking red lights. In 2017 International Conference on Electromechanical and Power Systems (SIELMEN). IEEE. https://doi.org/10.1109/sielmen.2017.8123397
• Message ranking in a factory setting using context and user preference / Taha, A. A., Piroi, F., Hanbury, A., Tropper, T., Mutzl, T., & Shehata, H. (2017). Message ranking in a factory setting using context and user preference. In 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE. https://doi.org/10.1109/etfa.2017.8247708
• Fixed-Cost Pooling Strategies Based on IR Evaluation Measures / Lipani, A., Palotti, J., Lupu, M., Piroi, F., Zuccon, G., & Hanbury, A. (2017). Fixed-Cost Pooling Strategies Based on IR Evaluation Measures. In Lecture Notes in Computer Science (pp. 357–368). Springer Nature Switzerland AG 2021. https://doi.org/10.1007/978-3-319-56608-5_28

2015

• A Researcher's View on (Big) Data Analytics in Austria Results from an Online Survey / Bierig, R., Hanbury, A., Piroi, F., Haas, M., Berger, H., Lupu, M., & Dittenbach, M. (2015). A Researcher’s View on (Big) Data Analytics in Austria Results from an Online Survey. In M. Helfert, A. Holzinger, O. Belo, & C. Francalanci (Eds.), Communications in Computer and Information Science (pp. 45–61). Springer International Publishing. https://doi.org/10.1007/978-3-319-25936-9_4
• DASyR(IR) - Document Analysis System for Systematic Reviews (in Information Retrieval) / Piroi, F., Lipani, A., Lupu, M., & Hanbury, A. (2015). DASyR(IR) - Document Analysis System for Systematic Reviews (in Information Retrieval). In 13th International Conference on Document Analysis and Recognition (ICDAR), 2015 (pp. 591–595). IEEE Xplore. http://hdl.handle.net/20.500.12708/56327
• Basic Concepts in the Diagnosis of Traffic Safety Installations Using Fuzzy Logic Based Models / Spunei, E., Piroi, I., & Piroi, F. (2015). Basic Concepts in the Diagnosis of Traffic Safety Installations Using Fuzzy Logic Based Models. Analele Universitatii "Eftimie Murgu" Resita, Fascicula de Inginerie, 2(2), 327–335. http://hdl.handle.net/20.500.12708/151803
• Rapid diagnosis of track circuits in a railroad station / Spunei, E., Piroi, I., Chioncel, C., & Piroi, F. (2015). Rapid diagnosis of track circuits in a railroad station. In 2015 9th International Symposium on Advanced Topics in Electrical Engineering (ATEE). THE 9th INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING, Bucharest, Romania, EU. IEEE Xplore. https://doi.org/10.1109/atee.2015.7133905
• A Study on the Voltage Control Loop of a Self-excited Synchronous Generator in a Micro-Hydroelectric Power Plant / Spunei, E., Piroi, I., & Piroi, F. (2015). A Study on the Voltage Control Loop of a Self-excited Synchronous Generator in a Micro-Hydroelectric Power Plant. In Proceedings of the 10th INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL AND POWER SYSTEMS (pp. 237–240). ALMA Verlag, Craiova, Romania. http://hdl.handle.net/20.500.12708/56331
• Software Assisted Diagnosis for Shunting, Repeater, and Failure Light Signals in Stations with Electro-dynamic Interlocking Systems / Spunei, E., Piroi, I., & Piroi, F. (2015). Software Assisted Diagnosis for Shunting, Repeater, and Failure Light Signals in Stations with Electro-dynamic Interlocking Systems. In Proceedings of the 10th INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL AND POWER SYSTEMS (pp. 512–517). ALMA Verlag, Craiova, Romania. http://hdl.handle.net/20.500.12708/56330

2014

• A Glimpse into the State and Future of (Big) Data Analytics in Austria / Bierig, R., Hanbury, A., Haas, M., Piroi, F., Berger, H., Lupu, M., & Dittenbach, M. (2014). A Glimpse into the State and Future of (Big) Data Analytics in Austria. In M. Helfert, A. Holzinger, O. Belo, & C. Francalanci (Eds.), Proceedings of 3rd International Conference on Data Management Technologies and Applications (pp. 178–188). ScitePress. https://doi.org/10.5220/0004999101780188
• Insight to Hyponymy Lexical Relation Extraction in the Patent Genre Versus Other Text Genres / Andersson, L., Lupu, M., Palotti, J., Piroi, F., Hanbury, A., & Rauber, A. (2014). Insight to Hyponymy Lexical Relation Extraction in the Patent Genre Versus Other Text Genres. In Patent Mining and Its Applications. First International Workshop on Patent Mining and Its Applications (IPaMin 2014), Hildesheim, Germany, EU. CEUR Workshop Proceedings. http://hdl.handle.net/20.500.12708/55377
• Experimental measurements of the rotor oscillations in an synchronous generator during the three-phased sudden short-circuit test / Piroi, I., Spunei, E., & Piroi, F. (2014). Experimental measurements of the rotor oscillations in an synchronous generator during the three-phased sudden short-circuit test. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972637
• ABS failure diagnosis charts for a blocked CL / Spunei, E., Piroi, I., Muscai, C., & Piroi, F. (2014). ABS failure diagnosis charts for a blocked CL. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972679
• Diagnosis charts for regular inversion failures of an Automatic Block Signal Installation / Piroi, I., Spunei, E., Muscai, C., & Piroi, F. (2014). Diagnosis charts for regular inversion failures of an Automatic Block Signal Installation. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972681
• Automatic block signaling installation failure diagnosis with LCOBla / Spunei, E., Piroi, I., Muscai, C., & Piroi, F. (2014). Automatic block signaling installation failure diagnosis with LCOBla. In 2014 International Conference on Applied and Theoretical Electricity (ICATE). International Conference on Applied and Theoretical Electricity (ICATE) 2014, University of Craiova, Craiova, Romania, EU. IEEExplore. https://doi.org/10.1109/icate.2014.6972680
• Extracting Nanopublications from IR Papers / Lipani, A., Piroi, F., Andersson, L., & Hanbury, A. (2014). Extracting Nanopublications from IR Papers. In Lecture Notes in Computer Science (pp. 53–62). Springer. https://doi.org/10.1007/978-3-319-12979-2_5
• An Information Retrieval Ontology for Information Retrieval Nanopublications / Lipani, A., Piroi, F., Andersson, L., & Hanbury, A. (2014). An Information Retrieval Ontology for Information Retrieval Nanopublications. In Lecture Notes in Computer Science (pp. 44–49). Springer Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-319-11382-1_5

2013

• Evaluating Flowchart Recognition for Patent Retrieval / Lupu, M., Piroi, F., & Hanbury, A. (2013). Evaluating Flowchart Recognition for Patent Retrieval. In The Fifth International Workshop on Evaluating Information Access. The Fifth International Workshop on Evaluating Information Access, Tokyo, Japan, Non-EU. http://hdl.handle.net/20.500.12708/54624
• Research on Decreasing the Cost Price for the Synchronous Hydrogenerator / Spunei, E., Padeanu, L., Piroi, F., Piroi, I., & Liuba, G. (2013). Research on Decreasing the Cost Price for the Synchronous Hydrogenerator. Buletinul AGIR, 3, 163–168. http://hdl.handle.net/20.500.12708/156321
• Overview of CLEF-IP 2013 Lab - Information Retrieval in the Patent Domain. / Piroi, F., Lupu, M., & Hanbury, A. (2013). Overview of CLEF-IP 2013 Lab - Information Retrieval in the Patent Domain. In Lecture Notes in Computer Science (pp. 232–249). Springer. https://doi.org/10.1007/978-3-642-40802-1_25
  Project: PROMISE (2011–2013)

2012

• Patent images - a glass-encased tool / Lupu, M., Mörzinger, R., Schleser, T., Schuster, R., Piroi, F., & Hanbury, A. (2012). Patent images - a glass-encased tool. In Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies - i-KNOW ’12. ACM. https://doi.org/10.1145/2362456.2362477
• Effects of Language and Topic Size in Patent IR: An Empirical Study / Piroi, F., Lupu, M., & Hanbury, A. (2012). Effects of Language and Topic Size in Patent IR: An Empirical Study. In Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics (pp. 54–66). Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-642-33247-0_7
  Projects: IMPEx (2012–2015) / PROMISE (2011–2013)

2010

• CLEF-IP 2009: Retrieval Experiments in the Intellectual Property Domain / Roda, G., Tait, J., Piroi, F., & Zenz, V. (2010). CLEF-IP 2009: Retrieval Experiments in the Intellectual Property Domain. In Lecture Notes in Computer Science (pp. 385–409). Springer. https://doi.org/10.1007/978-3-642-15754-7_47

• Table extraction for information retrieval / Mirdamadi Tehrani, A. (2018). Table extraction for information retrieval [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.38191
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