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lmatias [Latest Updates]
start [2019/10/30 16:44] (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 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(2014-2018) 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.+Between ​2014-2018, I've led  ​AI-based 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 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.
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 ==== Latest Updates ==== ==== Latest Updates ====
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 +{{:​breaking_news.png?​45x21 }}//​30/​10/​2019 - I just got invited to be Sponsorship and Industrial Track Chair of [[https://​ecmlpkdd2020.net/​|ECML/​PKDD 2020]]!!!// ​
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 +{{:​breaking_news.png?​45x21 }}//​22/​10/​2019 - I just got invited to be part of the Program Committee of [[https://​ismis.ist.tugraz.at/​|ISMIS 2020]]!!!// ​
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 +{{:​breaking_news.png?​45x21 }}//​01/​10/​2019 - Just got a [[https://​patents.google.com/​patent/​US20170270413A1/​en|Patent granted]] on a AI-based system for Highway/​road incident prediction for short-term horizons. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​
  
 {{:​breaking_news.png?​45x21 }}//​20/​07/​2019 - I am #​keynoteSpeaker of [[https://​itarena.ua/​|It Arena 2019]]! Stay tuned to know more!!// {{:​breaking_news.png?​45x21 }}//​20/​07/​2019 - I am #​keynoteSpeaker of [[https://​itarena.ua/​|It Arena 2019]]! Stay tuned to know more!!//
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 {{:​breaking_news.png?​45x21 }}//​21/​06/​2018 - I just got invited to be part of the Program Committee of [[https://​aaai.org/​Conferences/​AAAI-19/​|AAAI 2019]]!!!// ​ {{:​breaking_news.png?​45x21 }}//​21/​06/​2018 - I just got invited to be part of the Program Committee of [[https://​aaai.org/​Conferences/​AAAI-19/​|AAAI 2019]]!!!// ​
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-{{:​breaking_news.png?​45x21 }}//​15/​06/​2018 - Our paper entitled "​MetaBags:​ Bagged Meta-Decision Trees for Regression"​ just got accepted to be presented at [[http://​www.ecmlpkdd2018.org/​|ECML/​PKDD 2018]]. Check it out [[http://​luismatias.addvolt.com/​doku.php?​id=investigacao|here]]!!!//​ 
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-{{:​breaking_news.png?​45x21 }}//​11/​06/​2018 - I am now invited reviewer of [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6570650|IEEE Transactions on Computational Social Systems]]!!!//​ 
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-{{:​breaking_news.png?​45x21 }}//​28/​05/​2018 - My ex-student [[https://​www.linkedin.com/​in/​sourabh-sarvotham-parkala-35995338/​|Sourabh Parkala]] just successfully defended his Msc Thesis entitled [[investigacao#​msc_supervisions|"​Ranking Feature Importance Through Representation Hierarchies"​]] at [[https://​www.uni-kl.de/​startseite/​|TU Kaiserlautern]]!!!//​ 
  
  
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