Chuor, P., Ittoo, A., & Heng, S. (2024). User Story Classification with Machine Learning and LLMs. In C. Cao (Ed.), Knowledge Science, Engineering and Management - 17th International Conference, KSEM 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-981-97-5492-2_13  Peer reviewed |
  | Chuor, P., & Ittoo, A. (27 June 2024). Ontologizing Reporting Obligations [Paper presentation]. Semic2024, Brussel, Belgium. |
 | Chuor, P., & Ittoo, A. (25 June 2024). Textometry (Language Models) & LLMs [Paper presentation]. Jadt 2024, Brussel, Belgium. Editorial reviewed |
  | Makenne, N. L., & Ittoo, A. (16 May 2024). Towards Small Large Language Models [Poster presentation]. Research Day 2024. |
 | Chuor, P., & Ittoo, A. (16 May 2024). NLP and LLMs for Regulatory Reporting Obligations [Poster presentation]. Research Day, Liege, Belgium. |
 | Gautier, A., Ittoo, A., & Van Cleynenbreugel, P. (2023). Pricing algorithms aren't colluding - Yet! ORBi-University of Liège. https://orbi.uliege.be/handle/2268/314305. |
Gillain, C., Ittoo, A., & Lambert, M. (2023). Detecting Equity Style Information Within Institutional Media. In Lecture Notes in Operations Research. Springer International Publishing. doi:10.1007/978-3-031-29050-3_8 Peer reviewed |
 | Memic, E., Lamest, M., Muehlenbrock, S., & Ittoo, A. (18 March 2022). How Does the Banking Business Model Evolve and Integrate in a Platform Ecosystem? Journal of Business Ecosystems, 2 (2), 50-72. doi:10.4018/jbe.295556 Peer reviewed |
 | Trieu, L. H., & Ittoo, A. (2022). A Multilingual Parallel Corpus for Improving Machine Translation on Southeast Asian Languages (Submitted to ACM Transactions on Low Resource Languages). ORBi-University of Liège. https://orbi.uliege.be/handle/2268/291962. |
 | Poumay, J., & Ittoo, A. (2022). Using meaning instead of words to track topics. Natural Language Processing and Information Systems. Peer reviewed |
 | Poumay, J., & Ittoo, A. (2021). A Comprehensive Comparison of Word Embeddings in Event & Entity Coréférence Resolution. In Findings of ACL: EMNLP 2021. Punta Cana, Dominican Republic: Association for Computational Linguistics. doi:10.18653/v1/2021.findings-emnlp.235 Peer reviewed |
| Massarotto, G., Ittoo, A., & Gilson, M. (2021). Updated: Gleaning Insight from Antitrust Cases Using Machine Learning. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/260901. |
 | Poumay, J., & Ittoo, A. (2021). HTMOT : Hierarchical Topic Modelling Over Time (Submitted to Information Systems Research, April 2022). ORBi-University of Liège. https://orbi.uliege.be/handle/2268/292032. |
 | Massarotto, G., & Ittoo, A. (2020). Can AI Replace the FTC? ORBi-University of Liège. https://orbi.uliege.be/handle/2268/252996. |
 | Spajosevic, D., Ittoo, A., Rebouh, L., & de Kerchove, E. (2020). Study on the use of innovative technologies in the justice field. Brussels, Belgium: European Commission. doi:10.2838/585101https://orbi.uliege.be/handle/2268/252237 |
 | Gautier, A., Ittoo, A., & Van Cleynenbreugel, P. (July 2020). AI algorithms, price discrimination and collusion: a technological, economic and legal perspective. European Journal of Law and Economics, 50 (3), 405-435. doi:10.1007/s10657-020-09662-6 Peer Reviewed verified by ORBi |
 | Gillain, C., Ittoo, A., & Lambert, M. (17 January 2020). Style coverage in Institutional Media [Poster presentation]. 12th Annual Hedge Fund Research Conference, Paris, France. |
| Ittoo, A. (2019). AI Algorithms for Legal Text Processing. In Proceedings Multidisciplinary Perspectives on Algorithms Regulation, Governance, Markets. Peer reviewed |
| Ittoo, A. (19 June 2019). Machine Learning for EUR-Lex Legal Measures [Paper presentation]. EUROFILING CONFERENCE, Frankfurt, Germany. |
 | Gillain, C., Ittoo, A., & Lambert, M. (17 June 2019). News-induced style seasonality [Paper presentation]. 36th International Conference of the French Finance Association (AFFI), Québec, Canada. |
| Ittoo, A. (06 May 2019). Machine Learning pour la Traduction Automatique [Paper presentation]. Le traducteur à l’ère des nouvelles technologies. |
 | Resnick, M. P., Ittoo, A., Jamoulle, M., Vanmeerbeek, M., Shamenek, F. S., Ed Hsu, C., vander Stichele, R., Grosjean, J., Darmoni, S., Cardillo, E., & Pizzanelli, M. (2019). The Q-codes: Metadata, Research data, and desiderata, oh my! Improving access to grey literature in family medicine. In D. Farace & Frantzen (Eds.), GL20 Proceedings Twentieth International Conference on Grey Literature “Research Data Fuels and Sustains Grey Literature” (TextRelease, February 2019 .–161p, pp. 123-133). Amsterdam, Netherlands: GreyLiterature Network Service. Peer reviewed |
 | Trieu, H. L., Ittoo, A., & Nguyen, L. M. (2019). Leveraging Resources for Statistical Machine Translation on Asian Low Resource Languages. ACM Transactions on Asian and Low-Resource Language Information Processing, 18 (3). doi:10.1145/3314936 Peer Reviewed verified by ORBi |
 | Trieu, L. H., & Ittoo, A. (2019). Generation of Parallel Corpus for Low Resource Language Translation. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/227534. |
Gautier, A., Ittoo, A., & Petit, N. (05 December 2018). Algorithmic Price Discrimination & Tacit Collusion [Paper presentation]. Workshop on Law and Economics of Big Data and AI, Rome, Italy. |
| Gautier, A., Ittoo, A., & Petit, N. (05 December 2018). Price Discrimination & Collusion with AI [Paper presentation]. THE LAW AND ECONOMICS OF BIG DATA AND ARTIFICIAL INTELLIGENCE, Rome, Italy. |
 | Jamoulle, M., Pizzanelli, M., Cardillo, E., Ittoo, A., Vander Stichele, R., Resnick, M., Grosjean, J., Darmoni, S., & Vanmeerbeek, M. (December 2018). Indexing grey multilingual literature in General Practice: Family Medicine in the Era of Semantic Web. Grey Journal, Spring 2018 (1). Peer Reviewed verified by ORBi |
| Ittoo, A. (23 November 2018). Can AI Algorithms Collude? [Paper presentation]. 18th Information and Computer Science Conference, Ho Chi Mihn City, Vietnam. |
| Ittoo, A. (November 2018). Algorithms for Price Discrimination [Paper presentation]. Big Data, AI, and Algorithms: Do New Technologies Require New Approaches to Competition Law?. |
| Ittoo, A. (2018). Big Data & Competition Law: Price Discrimination vs. Tacit Collusion. In Big Data & Competition Law: Do New Technologies Require New Approaches to Competition Law? |
 | Hoffait, A.-S., & Ittoo, A. (July 2018). Assessing and predicting review helpfulness [Paper presentation]. 29ème conférence européenne sur la recherche opérationnelle (EURO2018), Valence, Spain. |
| Ittoo, A. (15 June 2018). AI & Collusion [Paper presentation]. Competition Law and Policy for Algorithm-Driven Markets, Munich, Germany. |
 | Ittoo, A., Nguyen Le Minh, & Tojo, S. (Eds.). (March 2018). Knowledge & Systems Engineering. Data and Knowledge Engineering, 114, 1-86. Peer Reviewed verified by ORBi |
 | Hoffait, A.-S., Ittoo, A., & Schyns, M. (2018). Assessing and predicting review helpfulness: Critical review, open challenges and research agenda. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/227691. |
 | Jamoulle, M., Cardillo, E., Ittoo, A., Vander Stichele, R., Resnick, M., Grosjean, J., Darmoni, S., & Vanmeerbeek, M. (2018). Indexing grey multilingual literature in General Practice: Family medicine in the era of semantic web. International Conference Series on Grey Literature, 2017-October, 61-84. Peer reviewed |
 | Jamoulle, M., Resnick, M., Grosjean, J., Ittoo, A., Cardillo, E., Vander Stichele, R., Darmoni, S., & Vanmeerbeek, M. (October 2017). Development, dissemination, and applications of a new terminological resource the Q-Code taxonomy for professional aspects of General Practice / Family Medicine. European Journal of General Practice, accepted. doi:10.1080/13814788.2017.1404986 Peer Reviewed verified by ORBi |
 | Ittoo, A., & Petit, N. (2017). Algorithmic Pricing Agents and Tacit Collusion: A Technological Perspective. In L'intelligence artificielle et le droit. LARCIER. doi:10.2139/ssrn.3046405 Peer reviewed |
 | Jamoulle, M., Resnick, M., Ittoo, A., Cardillo, E., Vander Stichele, R., & Vanmeerbeek, M. (06 September 2017). Analysis of definitions of General Practice/Family Medicine and Primary Health Care. British Journal of General Practice, 0050. Peer Reviewed verified by ORBi |
 | Frasincar, F., Ittoo, A., Nguyen, L. M., & Metais, E. (Eds.). (2017). Natural Language Processing and Information Systems. Springer. doi:10.1007/978-3-319-59569-6 |
 | Jamoulle, M., Grosjean, J., Ittoo, A., Resnick, M., Treuherz, A., Vander Stichele, R. H., Cardillo, E., SHAMENEK, F., & Vanmeerbeek, M. (2017). A terminology in General Practice / Family Medicine to represent non-clinical aspects for various usages. In R. Randell et al. (Ed.), Informatics for Health: Connected Citizen-Led Wellness and Population Health (pp. 235:471-475). IOS Press. doi:10.3233/978-1-61499-753-5-471 Peer reviewed |
 | Ittoo, A., Nguyen, L. M., & van den Bosch, A. (2016). Text analytics in industry: Challenges, desiderata and trends. Computers in Industry, (78). doi:10.1016/j.compind.2015.12.001 Peer Reviewed verified by ORBi |
| Ittoo, A., Nguyen, L. M., & van den Bosch, A. (Eds.). (March 2016). Special issue on natural language processing and text analytics in industry. Computers in Industry, 78. Peer Reviewed verified by ORBi |
 | Ittoo, A., Nguyen, L. M., & van den Bosch, A. (2016). Editorial: Special issue on natural language processing and text analytics in industry. Computers in Industry. doi:10.1016/j.compind.2016.01.001 Peer Reviewed verified by ORBi |
 | Ittoo, A. (2016). Predicting Review Helpfulness. In Proceedings. Peer reviewed |
 | Ittoo, A. (2016). Mining Customer Behavior for Churn Management. |
 | Ittoo, A. (2015). Plateforme Digitale et le B2B. |
 | Ittoo, A. (2015). Internt of Things. |
 | Ittoo, A. (2015). Digital Revolution and Manufacturing. |
 | Ittoo, A. (2014). La Transformation Digitale. |
| Ittoo, A. (2014). Big Data Analytics and the Finance Industry [Paper presentation]. SRIW Conference. |
 | Bouma, G., Ittoo, A., Basile, V., Metais, E., & Wortmann, H. (Eds.). (March 2014). Special Issue on Natural Language Processing and Information Systems. Data and Knowledge Engineering, 90. doi:10.1016/j.datak.2014.03.002 Peer Reviewed verified by ORBi |
 | Bouma, G., Ittoo, A., Basile, V., Metais, E., & Wortmann, H. (2014). Natural Language Processing and Information Systems. Data and Knowledge Engineering. Peer Reviewed verified by ORBi |
Bouma, G., Ittoo, A., Basile, V., Wortmann, H., & Metais, E. (Eds.). (2014). Special Issue on Natural Language Processing and Text Analytics in Industry. Elsevier Science. |
 | Ittoo, A., & Bouma, G. (2013). Minimally-supervised learning of domain-specific causal relations using an open-domain corpus as knowledge base. Data and Knowledge Engineering. doi:10.1016/j.datak.2013.08.004 Peer Reviewed verified by ORBi |
 | Ittoo, A., & Bouma, G. (June 2013). Term extraction from sparse, ungrammatical domain-specific documents. Expert Systems with Applications, 40 (7), 2530-2540. doi:10.1016/j.eswa.2012.10.067 Peer Reviewed verified by ORBi |
 | Wortmann, J. C., & Ittoo, A. (2013). IFAC Proceedings Volumes. In 7th IFAC Conference on Manufacturing Modelling, Management, and Control. Elsevier. doi:10.3182/20130619-3-RU-3018.00129 Peer reviewed |
 | Ittoo, A., & Bouma, G. (May 2013). Minimally-supervised extraction of domain-specific part–whole relations using Wikipedia as knowledge-base. Data and Knowledge Engineering, 85. doi:10.1016/j.datak.2012.06.004 Peer Reviewed verified by ORBi |
Ittoo, A., Szirbik, N., Huitema, G., & Wortmann, H. (2013). Simulation Gaming and Natural Language Processing for Modelling Stakeholder Behavior in Energy Investments. In ICS'2013 Proceedings. Peer reviewed |
 | Ittoo, A. (2012). Natural Language Processing Meets Business - Algorithms for Mining Meaning from Corporate Texts [Doctoral thesis, RUG - Rijksuniversiteit Groningen]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/172768 |
Bouma, G., Ittoo, A., Metais, E., & Wortmann, H. (Eds.). (2012). Natural Language Processing and Information Systems. Springer. |
 | Ittoo, A., & Bouma, G. (2011). Extracting explicit and implicit causal relations from sparse, domain-specific texts. In Lecture Notes in Computer Science. Springer. doi:10.1007/978-3-642-22327-3_6 Peer reviewed |
 | Brombacher, A., Hopma, E., Ittoo, A., Lu, Y., Luyk, I., Maruster, L., Ribeiro, J., Weijters, T., & Wortmann, H. (2011). Improving Product Quality and Reliability with Customer Experience Data. Quality and Reliability Engineering International, 28 (8), 873–886. doi:10.1002/qre.1277 Peer Reviewed verified by ORBi |
 | Ittoo, A., Maruster, L., Wortmann, H., & Bouma, G. (2010). Textractor: A Framework for Extracting Relevant Domain Concepts from Irregular Corporate Textual Datasets. In Lecture Notes in Business Information Processing (Springer). doi:10.1007/978-3-642-12814-1_7 Peer reviewed |
 | Ittoo, A., Bouma, G., Maruster, L., & Wortmann, H. (2010). Extracting Meronymy Relationships from Domain-Specific, Textual Corporate Databases. In Lecture Notes in Computer Science. Springer. doi:10.1007/978-3-642-13881-2_5 Peer reviewed |
 | Ittoo, A., & Bouma, G. (2010). On Learning Subtypes of the Part-Whole Relation: Do Not Mix Your Seeds. Proceedings of the Association for Computational Linguistics. Peer reviewed |
 | Zhang, L., & Ittoo, A. (2009). Development of an RMS model based on colored object-oriented Petri nets with changeable structures. IEEE Proceedings of the 16th International Conference on Industrial Engineering and Engineering Management. doi:10.1109/ICIEEM.2009.5344338 Peer reviewed |
 | Ittoo, A., & Bouma, G. (2009). Semantic selectional restrictions for disambiguating meronymy relations. In LOT Series. Peer reviewed |
 | Ittoo, A., Zhang, Y. Y., & Jiao, R. (2006). A Text Mining-based Recommendation System for Customer Decision Making in Online Product Customization. IEEE Proceedigns of International Conference on Management of Innovation and Technology. Peer reviewed |