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: Supervised Learning (Classification, Regression, Time Series Analysis), Adaptive Learning systems (to learn from non stationary distributions) and Automated Machine Learning (AutoML) - i.e., to learn how to develop different ML pipelines tailored to different projects/verticals/datasets on a fully automatic fashion. On the application side, I have a strong interest on Transportation, followed by Retail and Banking sectors.
Together with the amazing collaborators I have/had the opportunity to work with, I've developed prototypes over my own novel learning frameworks using mainly R. Occasionally, I also use Python/C/C++. 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) 152 52902933
01/03/2018 - I will be giving a keynote at DS Portugal about pitfalls, misconceptions and future trends of Data Science and AI in industry! Show up by 18:30 at UPTec (Porto), next 23/08/2018!!!
23/02/2018 - I just got invited to be part of the Program Committee of 2nd Workshop on Engineering Context-Aware Applications and Services (ECAAS 2018)!!!
17/02/2018 - I am now invited reviewer of Engineering Applications of Artificial Intelligence!!!
15/02/2018 - Just developed a novel robust and scalable approach for Co-Clustering problems. Details in arXiv!!!
30/01/2018 - I am now invited reviewer of Entropy!!!
25/01/2018 - I am now invited reviewer of Transportmetrica A: Transport Science!!!
08/01/2018 - I just got invited to be part of the Program Committee of ISMIS 2018!!!
13/12/2017 - I am now invited reviewer of Information Fusion!!!
12/12/2017 - I am now invited reviewer of ACM Transactions on Knowledge Discovery from Data!!!
30/11/2017 - I just got nominated to be committee member of the TC on Sustainable Transportation of IEEE ITS Society!!!
28/11/2017 - I just got invited to be part of the Program Committee of IEEE SCI 2018!!!
21/10/2017 - I am now invited reviewer of Elsevier's Applied Soft Computing!!!
16/10/2017 - I am now invited reviewer of Applied Sciences!!!
11/10/2017 - I am now invited reviewer of IEEE Access!!!
18/09/2017 - I am now invited reviewer of Journal of Intelligent Transportation Systems - Technology, Planning, and Operations!!!
14/09/2017 - I am now invited reviewer of WIRE's Data Mining and Knowledge Discovery!!!
12/09/2017 - I just got invited to be keynote speaker in European IoT Analytics Summit - EuroIoTA'17 at 24/11/2017, in Porto!!!
04/09/2017 - CBInsights featured NEC Labs' AI-oriented research on understanding spatiotemporal patterns! Proud to be part of NEC AI innovation wave!!