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start [2020/01/15 15:17]
lmatias [Bio]
start [2020/07/05 13:19] (current)
lmatias [Latest Updates]
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 {{:​eu2016.png?​162x255 }}My name is **Luis Moreira-Matias** and I have a MsC in Software Engineering and a [[tese|Phd]] in Machine Learning (ML) 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 (ML) from [[http://​www.fe.up.pt|U. Porto]] since 2009 and 2015, respectively. ​
  
-Between 2014-2018, I've led  AI research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], Currently, I am Head of Data Science at [[https://​www.kreditech.com/|Kreditech ​(Hamburg, Germany)]] - where I lead ~15 //braves// on developing ML applications for Consumer Loan business (e.g.: credit scoring, pricing and customer affordability).+Between 2014-2018, I've led  AI research lines at [[http://​www.neclab.eu/​|NEC Research Labs (Heidelberg,​ Germany)]], Currently, I am Head of Data Science at [[https://​www.monedo.com/|Monedo ​(Hamburg, Germany)]] ​(ex- Kreditech) ​- where I lead ~15 //braves// on developing ML applications for Consumer Loan business (e.g.: credit scoring).
  
-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 on a fully automated fashion. On the application side, I am interested on Financial Services (yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail/​E-commerce.+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 on a fully automated fashion. On the application side, I am interested on Financial Services (yrs. exp.), followed by Transportation (9 yrs. exp.) and Retail/​E-commerce.
  
 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've also used [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. ​ 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've also used [[https://​www.python.org/​|Python]]/​[[http://​www.cplusplus.com/​|C/​C++]]. ​
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 ==== Latest Updates ==== ==== Latest Updates ====
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 +{{:​breaking_news.png?​45x21 }}//​31/​03/​2020 - I just got invited to be part of the Program Committee of Demo Track of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​21/​02/​2020 - I just got invited to be part of the Program Committee of [[https://​cikm2020.org/​|CIKM 2020]]!!!// ​
 +
 +{{:​breaking_news.png?​45x21 }}//​13/​02/​2020 - I am #​keynoteSpeaker of [[https://​conference.data-science.com.ua/​en/​|Data Science UA Conference 2020]]! Stay tuned to know more!!//
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 +{{:​breaking_news.png?​45x21 }}//​22/​01/​2020 - I just got invited to be Senior Program Committee member (Area Chair) of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
  
 {{:​breaking_news.png?​45x21 }}//​09/​12/​2019 - Just got a [[https://​patents.google.com/​patent/​US20170270413A1/​en|Patent granted]] on a AI-based system to estimate mass transit vehicle pax based on GPS data standlone. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​ {{:​breaking_news.png?​45x21 }}//​09/​12/​2019 - Just got a [[https://​patents.google.com/​patent/​US20170270413A1/​en|Patent granted]] on a AI-based system to estimate mass transit vehicle pax based on GPS data standlone. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​
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 {{:​breaking_news.png?​45x21 }}//​13/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE T-ITS]] about automatic evaluation of Floating Car Data Quality. [[investigacao|Check it out]]!!!// {{:​breaking_news.png?​45x21 }}//​13/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE T-ITS]] about automatic evaluation of Floating Car Data Quality. [[investigacao|Check it out]]!!!//
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-{{:​breaking_news.png?​45x21 }}//​08/​08/​2018 - I just got a paper accepted at [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=8856|IEEE T-ASE]] about Data-driven Shared Subway Shuttle Bus Route Planning. [[investigacao|Check it out]]!!!// 
- 
-{{:​breaking_news.png?​45x21 }}//​01/​08/​2018 - I just joined [[https://​www.kreditech.com/​|Kreditech]] as Head of Data Science!!!//​ 
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-{{:​breaking_news.png?​45x21 }}//​18/​07/​2018 - I just got a paper accepted for publication on [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]]!!! on learning from incomplete and unreliable traffic flow data. [[investigacao|Check it out]]!!!// 
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-{{:​breaking_news.png?​45x21 }}//​22/​06/​2018 - I am now invited reviewer of [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6221021|IEEE Transactions on Systems, Man, and Cybernetics:​ Systems]]!!!//​ 
  
  
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