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investigacao [2019/07/30 09:45]
lmatias [Patents]
investigacao [2019/10/18 09:06] (current)
lmatias [Complete Publication List]
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 ===== Selected Publications and Patents ===== ===== Selected Publications and Patents =====
-  * 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.**, 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) ​ 
 + 
 +  * 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}}
  
   * Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}   * Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.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://​link.springer.com/​chapter/​10.1007/​978-3-642-40669-0_6|On Predicting the Taxi-Passenger Demand: A Real-Time Approach]]"​. In: Progress in Artificial Intelligence,​ LNCS 8154. Springer Berlin Heidelberg, pp. 54-65 (2013){{:​on_predicting_the_taxi-passenger_demand_a_real-time_approach_v6.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}} ​
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 **2019**: ​ **2019**: ​
  
-[1] 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]] (antecipated,​ 2019)+[1] 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]] (antecipated,​ 2019)
  
-[2] 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)+[2] 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]]
  
 **2018**: ​ **2018**: ​
  
-[3] 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]] ​antecipated ​(2018) ​+[3] 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]] (antecipated, ​2018) 
  
 Presented at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] as a Poster {{ ::​poster-tkde-final-a1-1.pdf |PDF}} Presented at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] as a Poster {{ ::​poster-tkde-final-a1-1.pdf |PDF}}
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 **2017**: ​ **2017**: ​
  
-[11] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M.: "​Informed versus Non-Informed Taxi Drivers: Agent-Based Simulation Framework for Assessing Their Performance" ​to be presented at [[http://​www.trb.org/​Main/​Home.aspx|97th TRB Annual Meeting (2018)]]+[11] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M.: "​Informed versus Non-Informed Taxi Drivers: Agent-Based Simulation Framework for Assessing Their Performance"​ presented at [[http://​www.trb.org/​Main/​Home.aspx|97th TRB Annual Meeting (2018)]] ​{{ ::​trb2018_moreiramatias_saadallah_salanova.pdf |PDF}}
  
 [12] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}} [12] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}
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 ===== Patents ===== ===== Patents =====
   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]
-  * 2017 [[https://portal.uspto.gov/pair/PublicPair ​| US 2017-0270413 A1 - REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]+  * 2017 [[https://patents.google.com/patent/US20170270413A1/​en ​| US 2017-0270413 A1 (**GRANTED**) ​- REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]
   * 2017 [[https://​patentimages.storage.googleapis.com/​1e/​22/​f8/​bb1ea64d2f2229/​EP3151174A1.pdf|EP3151174 (A1) PUBLIC TRANSPORTATION SYSTEM AND METHOD FOR ESTABLISHING AND DEPLOYING SCHEDULES IN SUCH SYSTEM]]   * 2017 [[https://​patentimages.storage.googleapis.com/​1e/​22/​f8/​bb1ea64d2f2229/​EP3151174A1.pdf|EP3151174 (A1) PUBLIC TRANSPORTATION SYSTEM AND METHOD FOR ESTABLISHING AND DEPLOYING SCHEDULES IN SUCH SYSTEM]]
   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -
investigacao.1564479929.txt.gz · Last modified: 2019/07/30 09:45 by lmatias