Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering T Cunha, C Soares, AC de Carvalho
Information Sciences 423, 128-144, 2018
107 2018 Selecting collaborative filtering algorithms using metalearning T Cunha, C Soares, AC de Carvalho
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016
35 2016 CF4CF: recommending collaborative filtering algorithms using collaborative filtering T Cunha, C Soares, AC de Carvalho
Proceedings of the 12th ACM Conference on Recommender Systems, 357-361, 2018
25 2018 Metalearning for context-aware filtering: Selection of tensor factorization algorithms T Cunha, C Soares, AC Carvalho
Proceedings of the Eleventh ACM Conference on Recommender Systems, 14-22, 2017
14 2017 A label ranking approach for selecting rankings of collaborative filtering algorithms T Cunha, C Soares, AC de Carvalho
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 1393-1395, 2018
10 2018 Tweeprofiles: detection of spatio-temporal patterns on twitter T Cunha, C Soares, E Mendes Rodrigues
Advanced Data Mining and Applications: 10th International Conference, ADMA …, 2014
10 2014 Recommending Collaborative Filtering algorithms using subsampling landmarkers T Cunha, C Soares, AC de Carvalho
Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan …, 2017
6 2017 RetweetPatterns: detection of spatio-temporal patterns of retweets T Rodrigues, T Cunha, D Ienco, P Poncelet, C Soares
New advances in information systems and technologies, 879-888, 2016
5 2016 TweeProfiles3: visualization of spatio-temporal patterns on Twitter A Maia, T Cunha, C Soares, PH Abreu
New Advances in Information Systems and Technologies, 869-878, 2016
4 2016 cf2vec: Collaborative Filtering algorithm selection using graph distributed representations T Cunha, C Soares, AC de Carvalho
arXiv preprint arXiv:1809.06120, 2018
3 2018 Cf4cf-meta: Hybrid collaborative filtering algorithm selection framework T Cunha, C Soares, AC de Carvalho
Discovery Science: 21st International Conference, DS 2018, Limassol, Cyprus …, 2018
3 2018 TweeProfiles: detection of spatio-temporal patterns on Twitter TDS Cunha, C Soares, EM Rodrigues
Master’s thesis, 2013
3 2013 Juggler: Multi-Stakeholder Ranking with Meta-Learning. T Cunha, I Partalas, P Nguyen
MORS@ RecSys, 2021
2 2021 Sentiment analysis on Twitter’s Portuguese language TDS Cunha
Faculdade de Engenharia da Universidade do Porto, 2013
2 2013 : Representation Learning for Personalized Algorithm Selection in Recommender SystemsTS Pereira, T Cunha, C Soares
2020 International Conference on Data Mining Workshops (ICDMW), 181-188, 2020
1 2020 Recommending Recommender Systems: tackling the Collaborative Filtering algorithm selection problem TDS Cunha
1 2019 Algorithm Selection for Collaborative Filtering: the influence of graph metafeatures and multicriteria metatargets T Cunha, C Soares, AC de Carvalho
arXiv preprint arXiv:1807.09097, 2018
1 2018 Analysing Collaborative Filtering algorithms in a multi-agent environment T Cunha, RJF Rossetti, C Soares
28th European Simulation and Modelling Conference, ESM 2014, 135-139, 2014
1 2014 AToMRS: A Tool to Monitor Recommender Systems A Costa, TS Cunha, CM Soares
2016