Currently, I work as Senior Researcher at NEC Research Labs in Heidelberg (Germany) and I am IEEE member. Additionally, I also develop freelance consultancy activites for Data Science projects (e.g. w/ AddVolt). My main research interests are: Intelligent Transportation Systems (ITS), namely, to improve planning and operations of Public Transport (e.g. bus bunching mitigation, taxi intelligent routing) and urban mobility in general (behavior modelling, demand forecasting, congestion analysis). I develop research prototypes over my own novel learning frameworks using mainly R. Ocasionally, I also use Python/C/C++. From a fundamental perspective, I am interested in Machine Learning problems such as Regression/Classification, Probabilitic Reasoning, Time Series analysis and Adaptive/Online Learning. For additional information, please check my CV.
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Contacts: luis.moreira.matias[at]gmail.com .::. (+49) 6221 4342261 .::. (+49) 15252902933
23/03/2017 - I am now invited reviewer of Journal of Traffic and Transportation Engineering!!!
16/03/2017 - I am now invited reviewer of Transportation Research Part C: Emerging Technologies!!!
07/03/2017 - I just got invited to be part of the Program Committee of ECML/PKDD 2017!!!
16/01/2017 - I just got invited to be part of the Program Committee of IEEE ITSC 2017!!!
05/12/2016 - I just got a paper accepted on Multiclass Classification for Driver Profile Prediction from Floating Car Data for Autonomous Cars at IEEE Transactions on Intelligent Transportation Systems. Check it out here!!!
10/11/2016 - I just got invited to be part of the Program Committee of IEEE ICVES 2017!!!
02/11/2016 - The slides of the presentations at the 2nd International Workshop on Intelligent Public Transport at IEEE ITSC 2016 are already available!!!
24/10/2016 - I am now invited reviewer of Journal of Advanced Transportation!!!
21/10/2016 - I just got invited to be part of the Program Committee of URBAN COMPUTING 2017!!!
20/10/2016 - I just got invited to be part of the Program Committee of ISMIS 2017!!!
20/10/2016 - The program of the 2nd International Workshop on Intelligent Public Transports at IEEE ITSC 2016 of here!!!
01/10/2016 - I am now thematic track co-chair on ATIS - Artificial Intelligence on Transportation Systems of EPIA 2017!!!
17/09/2016 - I am now Guest Editor of a Special Issue in the Journal of Ambient Intelligence and Humanized Computing!!!
06/09/2016 - I am now invited reviewer of Transportation Research Part B: Methodological!!!
16/08/2016 - I just got invited to be permanent Member of Standing Committee on Transit Management and Performance (AP010) of TRB!!!
13/07/2016 - I am Discovery Challenge Chair of EPIA 2017!!!