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start [2018/12/18 18:29]
lmatias [Latest Updates]
start [2019/03/10 10:06] (current)
lmatias [Bio]
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 ===== Bio ===== ===== Bio =====
  
-{{:​eu2016.png?​162x255 }}My name is **Luis Moreira-Matias** and I have a MsC in Software Engineering and a [[tese|Phd]] in Computer Science/Machine Learning from [[http://​www.fe.up.pt|U. Porto]] since 2009 and 2015, respectively. ​+{{:​eu2016.png?​162x255 }}My name is **Luis Moreira-Matias** and I have a MsC in Software Engineering and a [[tese|Phd]] in Machine Learning from [[http://​www.fe.up.pt|U. Porto]] since 2009 and 2015, respectively. ​
  
-After ~4 years leading AI-based research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], I am now  as Head of Data Science at [[https://​www.kreditech.com/​|Kreditech (Hamburg, Germany)]].+After ~4 years(2014-2018( ​leading AI-based research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], I am Head of Data Science at [[https://​www.kreditech.com/​|Kreditech (Hamburg, Germany)]] ​since 2018 - where I work on applications for Consumer Loan business, namely, credit scoring, pricing and customer affordability.
  
-My main 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 Financial Services, followed by Transportation (9 yrs. exp.) and Retail ​sectors.+My main 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 Financial Services ​(2 yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail.
  
 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 [[http://​cran.r-project.org/​|R]]. Occasionally,​ I also use [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. For additional information,​ please check my [[https://​www.dropbox.com/​s/​is4os5xldcnbl0p/​cv_luismoreiramatias.docx?​dl=0|CV]]. 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 [[http://​cran.r-project.org/​|R]]. Occasionally,​ I also use [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. For additional information,​ please check my [[https://​www.dropbox.com/​s/​is4os5xldcnbl0p/​cv_luismoreiramatias.docx?​dl=0|CV]].
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 ==== Latest Updates ==== ==== Latest Updates ====
 +
 +{{:​breaking_news.png?​45x21 }}//​06/​03/​2019 - I just got invited to be part of the Program Committee of [[https://​www.itsc2019.org/​|IEEE ITSC 2019]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​27/​02/​2019 - I just got invited to give a keynote about the current status of Data Science in Industry at [[https://​www.meetup.com/​pt-BR/​meetupai-Hamburg/​events/​259245565/​|Meetup.AI @ Hamburg]], next 06/​03/​2019!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​05/​02/​2019 - Just got a [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf|Patent granted]] on a AI-based system for predictive dispatching in autonomous on-demand transport services. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​29/​01/​2019 - I just got invited to be editor of a Special Issue on the [[https://​www.springer.com/​engineering/​computational+intelligence+and+complexity/​journal/​12652|Journal of Ambient Intelligence and Humanized Computing]] - on mining location-based data!!!//
 +
 +{{:​breaking_news.png?​45x21 }}//​23/​01/​2019 - I just got a paper accepted at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] - a poster version of my recent paper on [[https://​ieeexplore.ieee.org/​document/​8529287?​arnumber=8529287&​source=authoralert|IEEE TKDE]] [[investigacao|Check it out]]!!!//
  
 {{:​breaking_news.png?​45x21 }}//​18/​12/​2018 - I just got interviewed by [[https://​spectrum.ieee.org/​|IEEE Spectrum]] - about my most recent work. [[keynotes|Check it out]]!!!// {{:​breaking_news.png?​45x21 }}//​18/​12/​2018 - I just got interviewed by [[https://​spectrum.ieee.org/​|IEEE Spectrum]] - about my most recent work. [[keynotes|Check it out]]!!!//
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 {{:​breaking_news.png?​45x21 }}//​01/​03/​2018 - I will be giving a [[https://​www.meetup.com/​pt-BR/​datascienceportugal/​events/​248206465/​|keynote]] at DS Portugal about pitfalls, {{:​breaking_news.png?​45x21 }}//​01/​03/​2018 - I will be giving a [[https://​www.meetup.com/​pt-BR/​datascienceportugal/​events/​248206465/​|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!!!// ​  ​misconceptions and future trends of Data Science and AI in industry! Show up by 18:30 at UPTec (Porto), next 23/​08/​2018!!!// ​
- 
-{{:​breaking_news.png?​45x21 }}//​23/​02/​2018 - I just got invited to be part of the Program Committee of [[http://​ecaas2018.inesctec.pt/​Committees|2nd Workshop on Engineering Context-Aware Applications and Services (ECAAS 2018)]]!!!// ​ 
- 
-{{:​breaking_news.png?​45x21 }}//​17/​02/​2018 - I am now invited reviewer of [[https://​www.journals.elsevier.com/​engineering-applications-of-artificial-intelligence/​|Engineering Applications of Artificial Intelligence]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​15/​02/​2018 - Just developed a novel robust and scalable approach for Co-Clustering problems. Details in [[https://​arxiv.org/​abs/​1802.05036|arXiv]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​30/​01/​2018 - I am now invited reviewer of [[http://​www.mdpi.com/​journal/​entropy|Entropy]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​25/​01/​2018 - I am now invited reviewer of [[http://​www.tandfonline.com/​loi/​ttra20|Transportmetrica A: Transport Science]]!!!//​ 
- 
-{{:​breaking_news.png?​45x21 }}//​08/​01/​2018 - I just got invited to be part of the Program Committee of [[http://​cyprusconferences.org/​ismis2018/​|ISMIS 2018]]!!!// ​ 
  
  
 // // // //
  ​[[investigacao|Publications]] | [[http://​scholar.google.pt/​citations?​user=rTEfw38AAAAJ|Google Citations]] | [[http://​pt.linkedin.com/​in/​lmatias|LinkedIn]] | [[http://​www.informatik.uni-trier.de/​~ley/​pers/​hd/​m/​Moreira=Matias:​Lu=iacute=s.html|DBLP]] | [[https://​www.researchgate.net/​profile/​Luis_Moreira-Matias/?​ev=hdr_xprf|Research Gate]] | [[http://​orcid.org/​0000-0003-3863-6357|ORCID]] | [[https://​github.com/​moreiramatias|GitHub]]  ​[[investigacao|Publications]] | [[http://​scholar.google.pt/​citations?​user=rTEfw38AAAAJ|Google Citations]] | [[http://​pt.linkedin.com/​in/​lmatias|LinkedIn]] | [[http://​www.informatik.uni-trier.de/​~ley/​pers/​hd/​m/​Moreira=Matias:​Lu=iacute=s.html|DBLP]] | [[https://​www.researchgate.net/​profile/​Luis_Moreira-Matias/?​ev=hdr_xprf|Research Gate]] | [[http://​orcid.org/​0000-0003-3863-6357|ORCID]] | [[https://​github.com/​moreiramatias|GitHub]]
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