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 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] .::. (+49) 6221 4342261 .::. (+49) 15252902933

Latest Updates

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!!!

21/06/2016 I just got a paper accepted in ECML/PKDD 2016 about learning from Drifting distributions (acceptance rate: 20.00%)!!!

20/06/2016 I just got a paper accepted in Applied Soft Computing about Real-time Bus Bunching reduction using Adaptive Learning!!!

13/06/2016 I just got a paper accepted in IDA 2016 about Feature Selection!!!

07/06/2016 - I just got a paper accepted in IEEE PIMRC 2016 !

02/06/2016 I am Invited Lecturer at the Spanish IEEE ITSS Smart Mobility Summer School in Las Palmas de Gran Canarias in next July 14-15! Know more here !!!

25/05/2016 - I just got the Second Edition of my Workshop on "Intelligent Public Transport" accepted to be held at IEEE ITSC 2016!!!

25/05/2016 - I just got a Special Session on "Traffic Data Mining and Knowledge Discovery in ITS" accepted to be held at IEEE ITSC 2016!!!

03/05/2016 - I am now invited reviewer of Transportation Research Part A: Policy and Pratice!!!

27/04/2016 - My presentation about Optimization of Schedule Coverage on Mass Transit Network at PAKDD 2016 is already available! Know more here!!!

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