Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)

2018

1. A New Approach for Sparse Matrix Classification Based on Deep Learning Techniques

   Proceedings - IEEE International Conference on Cluster Computing, ICCC

2. A bibliometric analysis of the explainable artificial intelligence research field

   Communications in Computer and Information Science

3. A lexicon based method to search for extreme opinions

   PLoS ONE, Vol. 13, Núm. 5

4. Abductive reasoning as a basis to reproduce expert criteria in ECG atrial fibrillation identification

   Physiological Measurement, Vol. 39, Núm. 8

5. Building cognitive cities with explainable artificial intelligent systems

   CEUR Workshop Proceedings

6. CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes

   NAACL HLT 2018 - International Workshop on Semantic Evaluation, SemEval 2018 - Proceedings of the 12th Workshop

7. Dependency parsing with finite state transducers and compression rules

   Information Processing and Management, Vol. 54, Núm. 6, pp. 1244-1261

8. Design of Fuzzy Controllers for Embedded Systems With JFML

   International Journal of Computational Intelligence Systems, Vol. 12, Núm. 1, pp. 204-214

9. Distributional semantics for diachronic search

   Computers and Electrical Engineering, Vol. 65, pp. 438-448

10. Evaluation of distributional models with the outlier detection task

    OpenAccess Series in Informatics

11. Explainable AI beer style classifier

    CEUR Workshop Proceedings

12. Explorando métodos non-supervisados para calcular a similitude semántica textual

    Linguamática, Vol. 10, Núm. 2, pp. 63-68

13. JFML: A Java library to design fuzzy logic systems according to the IEEE Std 1855-2016

    IEEE Access, Vol. 6, pp. 56952-56964

14. Linguistic Features to Identify Extreme Opinions: An Empirical Study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

15. Measuring language distance among historical varieties using perplexity. Application to European Portuguese.

    COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings of the 5th Workshop on NLP for Similar Languages, Varieties and Dialects, VarDial 2018

16. On the adoption of abductive reasoning for time series interpretation

    Artificial Intelligence, Vol. 262, pp. 163-188

17. Ontology-based approach for the validation and conformance testing of xAPI events

    Knowledge-Based Systems, Vol. 155, pp. 22-34

18. Overview of eRisk 2018: Early Risk Prediction on the Internet (extended lab overview)

    CEUR Workshop Proceedings

19. Overview of eRisk: Early risk prediction on the internet

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

20. Reinterpreting interpretability for fuzzy linguistic descriptions of data

    Communications in Computer and Information Science