Browsing by Author Carlos Manuel Soares

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Issue DateTitleAuthor(s)
2015Improving the accuracy of long-term travel time prediction using heterogeneous ensemblesJoão Mendes Moreira; Alípio Jorge; Jorge Freire Sousa; Carlos Manuel Soares
2017Inductive TransferVilalta,Ricardo; Carrier,ChristopheG.Giraud; Brazdil,P; Carlos Manuel Soares
2017Label Ranking ForestsCláudio Rebelo Sá; Carlos Manuel Soares; Knobbe,A; Cortez,P
2015Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part IAppice,A; Rodrigues,PP; Vítor Santos Costa; Carlos Manuel Soares; João Gama; Alípio Jorge
2015Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part IIAppice,A; Rodrigues,PP; Vítor Santos Costa; João Gama; Alípio Jorge; Carlos Manuel Soares
2014Merging Decision Trees: A Case Study in Predicting Student PerformancePedro Strecht; João Mendes Moreira; Carlos Manuel Soares
2016Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem: A comparison of meta-featuresKanda,J; de Carvalho,A; Hruschka,E; Carlos Manuel Soares; Pavel Brazdil
2017MetalearningPavel Brazdil; Vilalta,R; Giraud Carrier,CG; Carlos Manuel Soares
2018Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative FilteringTiago Sá Cunha; Carlos Manuel Soares; de Carvalho,ACPLF
2017Metalearning for Context-aware Filtering: Selection of Tensor Factorization AlgorithmsTiago Sá Cunha; Carlos Manuel Soares; Carvalho,ACPLF
2015Metalearning for multiple-domain transfer learningCatarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge
2015Metalearning to Choose the Level of Analysis in Nested Data: A Case Study on Error Detection in Foreign Trade StatisticsMohammad Nozari; Carlos Manuel Soares
2014Monitoring Recommender Systems: A Business Intelligence ApproachCatarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge; João Marques Silva
2013Multi-interval Discretization of Continuous Attributes for Label RankingCláudio Rebelo Sá; Carlos Manuel Soares; Knobbe,A; Paulo Jorge Azevedo; Alípio Jorge
2013POPSTAR at RepLab 2013: Name ambiguity resolution on TwitterSaleiro,P; Rei,L; Pasquali,A; Carlos Manuel Soares; Teixeira,J; Pinto,F; Mohammad Nozari; Catarina Félix Oliveira; Strecht,P
2017Preference Rules for Label Ranking: Mining Patterns in Multi-Target RelationsCláudio Rebelo Sá; Paulo Jorge Azevedo; Carlos Manuel Soares; Alípio Jorge; Knobbe,A
2014Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014Vanschoren,J; Pavel Brazdil; Carlos Manuel Soares; Kotthoff,L
2017Recommending Collaborative Filtering Algorithms Using Subsampling LandmarkersTiago Sá Cunha; Carlos Manuel Soares; de Carvalho,ACPLF
2016RetweetPatterns: Detection of Spatio-Temporal Patterns of RetweetsRodrigues,T; Tiago Sá Cunha; Ienco,D; Poncelet,P; Carlos Manuel Soares
2017Scalable Online Top-N Recommender SystemsAlípio Jorge; João Marques Silva; Domingues,MarcosAurelio; João Gama; Carlos Manuel Soares; Matuszyk,Pawel; Spiliopoulou,Myra