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investigacao [2020/01/14 20:20]
lmatias [Complete Publication List]
investigacao [2020/12/23 10:48] (current)
lmatias [Selected Publications and Patents]
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 ===== Selected Publications and Patents ===== ===== Selected Publications and Patents =====
  
 +  * Xiao He, **Moreira-Matias L.**: Patent Granted at US Office [[https://​patents.google.com/​patent/​US10817543B2/​en?​q=Method+For+Automated+Scalable+Co-clustering&​inventor=xiao+he | US10817543B2 - Method for automated scalable co-clustering]] (12/​2020) ​
 + 
   * **Moreira-Matias L.**, Cerqueira V.: Patent Granted at US Office [[https://​patents.google.com/​patent/​US20170270413A1/​en | US20170270413A1 ​ - Real-time filtering of digital data sources for traffic control centers]] (10/​2019) ​   * **Moreira-Matias L.**, Cerqueira V.: Patent Granted at US Office [[https://​patents.google.com/​patent/​US20170270413A1/​en | US20170270413A1 ​ - Real-time filtering of digital data sources for traffic control centers]] (10/​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) ​   * **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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   *  **Moreira-Matias L.**, Gama J., Ferreira M., Mendes-Moreira J. and Damas L.,: [[http://​www.sciencedirect.com/​science/​article/​pii/​S0957417415006053|"​Time-Evolving OD Matrix Estimation using high-speed GPS data streams"​]]. In: [[http://​www.journals.elsevier.com/​expert-systems-with-applications/​|Expert Systems with Applications]],​ vol. 44, pp. 275-288, February (2016) {{:​2015eswa_time_evolving_od_matrix_estimation_using_high_speed_gps_data_streams.pdf|PDF}}   *  **Moreira-Matias L.**, Gama J., Ferreira M., Mendes-Moreira J. and Damas L.,: [[http://​www.sciencedirect.com/​science/​article/​pii/​S0957417415006053|"​Time-Evolving OD Matrix Estimation using high-speed GPS data streams"​]]. In: [[http://​www.journals.elsevier.com/​expert-systems-with-applications/​|Expert Systems with Applications]],​ vol. 44, pp. 275-288, February (2016) {{:​2015eswa_time_evolving_od_matrix_estimation_using_high_speed_gps_data_streams.pdf|PDF}}
  
-  * **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=6532415&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6532415 |Predicting Taxi–Passenger Demand Using Streaming Data]]"​. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol.14, no.3, pp.1393-1402,​ September (2013) {{:​predicting_taxi_passenger_demand_using_streaming_data_tits2013.pdf|PDF}} ​+  * **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=6532415&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6532415 |Predicting Taxi–Passenger Demand Using Streaming Data]]"​. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol.14, no.3, pp.1393-1402,​ September (2013) {{:​predicting_taxi_passenger_demand_using_streaming_data_tits2013.pdf|PDF}} ​- **[[https://​ieeexplore.ieee.org/​document/​9272520|George N. Saridis Best Transactions Paper Award prize from IEEE Transacations on ITS]]**
  
  
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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**: ​
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   * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) (**GRANTED**) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]   * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) (**GRANTED**) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]
   * 2018 [[https://​patents.google.com/​patent/​US20190171492A1/​en?​oq=+US20190171492A1 |  US20190171492 (A1) Method for managing computational resources of a data center]]   * 2018 [[https://​patents.google.com/​patent/​US20190171492A1/​en?​oq=+US20190171492A1 |  US20190171492 (A1) Method for managing computational resources of a data center]]
 +  * 2018 [[https://​patents.google.com/​patent/​US10817543B2/​en?​q=Method+For+Automated+Scalable+Co-clustering&​inventor=xiao+he | US10817543B2 (**GRANTED**) - Method for automated scalable co-clustering]] ​
 +
 ===== Ms.C. Supervisions ===== ===== Ms.C. Supervisions =====
  
investigacao.1579029628.txt.gz · Last modified: 2020/01/14 20:20 by lmatias