Pubblicazioni

Machine Learning, Artificial Intelligence, Business Case
  • 2003. Binary Extensions of S1S and the Composition Method, Proceedings of the International Symposium on Verification (Theory and  Practice) Celebrating Zohar Manna's 64-th Birthday, LNCS, vol. 2772, Springer, Taormina, Sicilia, Italia, June-July 2003. Co-autori: Angelo Montanari e Alberto Policriti.
  • 2015. Attribute Selection via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification,Proceedings of the 2015 IEEE Symposium on Computational Intelligence in Big Data (IEEE CIBD 15), 2015, 488 - 495.
  • 2017. Decision Tree Pruning via Multi-Objective Evolutionary Computation, accettato presso la conferenza ACMLC 2017, Singapore during December 8-10, 2017 and published on Journal of Machine Learning and Computing (IJMLC ISSN: 2010-3700).
  • 2018. Towards Semi-Automatic Human Performance Evaluation: the Case Study of a Contact Center, Intelligent Data Analysis, vol. 22, no. 4, pp. 867-880, 2018.
  • 2018. An event-based data warehouse to support decisions in multi-channel and multi-service contact centers, Journal of Cases on Information Technology (JCIT) 21(1).
  • 2018. J48S: a Sequence Classification Approach to Speech Analysis based on Decision Trees, ICIST 2018: Information and Software Technologies pp 240-256.
  • 2018. A Novel Decision Tree Approach for the Handling of Time Series, Mining Intelligence and Knowledge Exploration: 6th International Conference.
  • 2019. Multi-objective evolutionary feature selection and fuzzy classification of contact center data, Expert Systems Volume36, Issue3 Special Issue: WorldCist'17— Fifth world conference on information systems and technologies.
  • 2019. Multi-objective Evolutionary Feature Selection for Fuzzy Classification, IEEE Transactions on Fuzzy Systems ( Volume: 27, Issue: 5, May 2019).
  • 2019. J48SS: A Novel Decision Tree Approach for the Handling of Sequential and Time Series, Data Computers 2019, 8(1).
  • 2019. Assessing the Role of Temporal Information in Modelling Short-term Air Pollution Effects Based on Traffic and Meteorological Conditions: A Case Study in Wroclaw, BBIGAP 2019 Workshop.
  • 2022. A combined approach to the analysis of speech conversations in a contact center domain, licence CC BY 4.0.