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investigacao [2020/01/14 19:20]
lmatias [Complete Publication List]
investigacao [2020/08/05 16:02] (current)
lmatias [Complete Publication List]
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   * **Moreira-Matias L.**, Khiari J., Saadallah A.: Patent Granted at US Office [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/​2019) ​   * **Moreira-Matias L.**, Khiari J., Saadallah A.: Patent Granted at US Office [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/​2019) ​
 +  ​
 +  * Kozodoi, N., Katsas, P., Lessmann, S., ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: "​[[https://​link.springer.com/​chapter/​10.1007/​978-3-030-46133-1_31|Shallow Self-Learning for Reject Inference in Credit Scoring"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/​PKDD),​ pp. 516-532. Springer, Cham, 2019. (**acceptance rate: 18.00%**) {{ ::730.pdf |PDF}} {{::​ecml19_poster_rejectinference.pdf | Poster PDF}} 
  
- +  ​* Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] vol. 32, no. 2, pp. 234-245, February (2020) ​{{ ::​bright-drift-aware_demand_predictions_for_taxi_networks.pdf |PDF}}
-  ​* Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] vol. 32, no. 2, pp. 234-245, February (2020) ​+
  
   * Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://​link.springer.com/​chapter/​10.1007/​978-3-030-10925-7_39|"​MetaBags:​ Bagged Meta-Decision Trees for Regression"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/​PKDD),​ pp. 637-652. Springer, Cham, 2018. (**acceptance rate: 25.09%**) {{ ::​ecml_pkdd_2018_proceedings.pdf |PDF}}   * Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://​link.springer.com/​chapter/​10.1007/​978-3-030-10925-7_39|"​MetaBags:​ Bagged Meta-Decision Trees for Regression"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/​PKDD),​ pp. 637-652. Springer, Cham, 2018. (**acceptance rate: 25.09%**) {{ ::​ecml_pkdd_2018_proceedings.pdf |PDF}}
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 **2019**: ​ **2019**: ​
  
-[2] Lv, J., Sun, Q., Li, Q., ** Moreira-Matias,​ L.** : "​[[https://​ieeexplore.ieee.org/​document/​8758930/​authors|Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories]]"​. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]] ​(antecipated2019)+[2] Lv, J., Sun, Q., Li, Q., ** Moreira-Matias,​ L.** : "​[[https://​ieeexplore.ieee.org/​document/​8758930/​authors|Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories]]"​. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]] ​vol. 21no. 8, pp. 3184-3195, August (2020 {{ ::​tconv_aug2020.pdf |PDF}}
  
-[3] Kozodoi, N., Katsas, P., Lessmann, S., ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: "​Shallow Self-Learning for Reject Inference in Credit Scoring"​. In: [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD ​2019]] (antecipated, 2019) {{::​ecml19_poster_rejectinference.pdf | Poster PDF}} [[https://​arxiv.org/​abs/​1909.06108|arxiv]]+[3] Kozodoi, N., Katsas, P., Lessmann, S., ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: "[[https://​link.springer.com/​chapter/​10.1007/​978-3-030-46133-1_31|Shallow Self-Learning for Reject Inference in Credit Scoring"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), pp. 516-532. Springer, Cham, 2019. (**acceptance rate: 18.00%**{{ ::730.pdf |PDF}} 
 +{{::​ecml19_poster_rejectinference.pdf | Poster PDF}} [[https://​arxiv.org/​abs/​1909.06108|arxiv]]
  
 **2018**: ​ **2018**: ​
investigacao.1579029628.txt.gz · Last modified: 2020/01/14 19:20 by lmatias