User Tools

Site Tools


start

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
start [2019/04/02 12:56]
lmatias [Latest Updates]
start [2019/06/20 14:07] (current)
lmatias [Latest Updates]
Line 3: Line 3:
 {{:​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. ​ {{:​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(2014-2018leading 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.+After ~4 years(2014-2018leading 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 (2 yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail. 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 ​that I had the opportunity to work with in my professional career, 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]].
  
 **Thank you for visiting my personal homepage**! **Thank you for visiting my personal homepage**!
Line 18: Line 18:
  
 ==== Latest Updates ==== ==== Latest Updates ====
 +
 +{{:​breaking_news.png?​45x21 }}//​20/​06/​2019 - I just got a paper accepted on [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]] about Reject Inference in Credit Scoring!!!//​
 +
 +{{:​breaking_news.png?​45x21 }}//​26/​04/​2019 - I just got invited to give a keynote about Kreditech'​s latest Data Science R&D topics at [[http://​www.liaad.up.pt/​news-events/​seminarios-do-liaad|LIAAD,​ INESC TEC]], next 02/05/2019 (15:​00)!!!//​
  
 {{:​breaking_news.png?​45x21 }}//​02/​04/​2019 - I just got invited to be part of the Program Committee of [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]]!!!// ​ {{:​breaking_news.png?​45x21 }}//​02/​04/​2019 - I just got invited to be part of the Program Committee of [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]]!!!// ​
Line 58: Line 62:
  
 {{:​breaking_news.png?​45x21 }}//​16/​04/​2018 - I just got invited to be part of the Program Committee of [[http://​www.ecmlpkdd2018.org/​|ECML/​PKDD 2018]]!!!// ​ {{:​breaking_news.png?​45x21 }}//​16/​04/​2018 - I just got invited to be part of the Program Committee of [[http://​www.ecmlpkdd2018.org/​|ECML/​PKDD 2018]]!!!// ​
- 
-{{:​breaking_news.png?​45x21 }}//​25/​03/​2018 - Proud to be part of the Technical Program Committee of [[http://​www.smart-world.org/​2018/​iSCI/​index.php|IEEE iSCI 2018]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​23/​03/​2018 - I am now invited reviewer of [[http://​www.editorialmanager.com/​dami/​mainpage.html|Data Mining and Knowledge Discovery]]!!!//​ 
- 
  
 // // // //
  ​[[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]]
start.1554209784.txt.gz ยท Last modified: 2019/04/02 12:56 by lmatias