Bio

My name is Luis Moreira-Matias and I have a MsC in Software Engineering and a Phd in Computer Science/Machine Learning from U. Porto since 2009 and 2015, respectively.

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.

Thank you for visiting my personal homepage!

Contacts: luis.moreira.matias[at]gmail.com .::. (+49) 6221 4342261 .::. (+49) 15252902933



Latest Updates

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!!!

03/11/2016 - My presentation about Predicting Road Congestion Causes using Supervised Learning at IEEE ITSC 2016 is already available! Know more here!!!

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!!!

30/09/2016 - My presentation about Learning from Drifting Distributions at ECML/PKDD 2016 is already available! Know more here!!!

26/09/2016 - Find my most recent recorded keynote on Real-time Mobility Data Mining here!!!

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!!!

17/08/2016 I just got a paper accepted in IEEE ITSC 2016 about Highway Congestion Cause Prediction!!!

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!!!

12/07/2016 - I am now invited reviewer of IET Intelligent Transportation Systems!!!

06/07/2016 - I am now invited reviewer of Sensors!!!

01/07/2016 - I just got promoted to Senior Researcher at NEC Labs Europe!!!

Publications | Google Citations | LinkedIn | DBLP | Research Gate | ORCID

 
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start.txt · Modificado em: 2017/01/16 14:27 por lmatias
 
 
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