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Curriculum Vitae
Tutorials & Workshops
Publications
Service
Msc/Phd Thesis
Keynotes and Media
keynotes
Table of Contents
Keynotes & Media
Public Presentations
Keynotes and Guest Lectures
Media
Awards
Alumni
Keynotes & Media
Public Presentations
Learning from Taxi Data Streams, October 2012 @ IDA - 11th International Symposium on Intelligent Data Analysis, Helsinki, Finland
Real-Time Prediction of Spatiotemporal demand Distribution on Taxi Networks, September 2013 @ EPIA - 16th Portuguese Conference on Artificial Intelligence, Angra do Heroísmo, Açores, Portugal
User Parking Time prediction model for Intelligent Parking Lots, October 2014 @ 17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, China
Machine Learning models to improve Public Transport, PhD Thesis, May 2015 @ University of Porto, Portugal
Tutorial on Basics of Numerical Prediction Methods, September 2015 @ European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal
Real-Time Learning Model to predict Road Traffic Congestion, September 2015 @ 18th International IEEE Conference on Intelligent Transportation Systems, Las Palmas de Gran Canarias, Spain
GPS-based demand estimation model for Mass Transit Agencies, January 2016 @ Transportation Research Board 95th Annual Meeting, Washington DC, USA
Automated Setting of Bus Schedule Coverage using Unsupervised Machine Learning, April 2016 @ PAKDD 2016, Auckland, New Zealand
Learning from drifting distributions for numerical prediction problems, September 2016 @ ECML/PKDD 2016, Riva del Garda, Italy
Predicting Road Congestion Causes using Supervised Learning, November 2016 @ IEEE ITSC 2016, Rio de Janeiro, Brazil
MetaBags: Bagged Meta-Decision Trees for Regression, September 2018 @ ECML/PKDD 2018, Dublin, Ireland
Shallow Self-Learning for Reject Inference in Credit Scoring, September 2019 @ ECML/PKDD 2019, Wurzburg, Germany
Keynotes and Guest Lectures
Time-Evolving O-D Matrix Estimation, February 2014 @ DGSIII - 3rd International Conference on Dynamics, Games and Science, Porto, Portugal
Autonomous Learning from Passenger Data Streams: The next generation of demand modelling, May 2015 (Keynote speaker) @ Final Meeting of COST Action TU1004: Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems, Paris, France
Real-Time Mobility Data Mining, April 2016 (Keynote speaker) @
Transport and Logistics Seminars
in
U. Sidney, Australia
Real-Time Mobility Data Mining, July 2016 (Keynote speaker) @
IEEE Spain ITSS Smart Mobility Summer School
in Universidad de Verano de Maspalomas, Gran Canaria, Canary Islands, Spain
VIDEO
Real-Time Mobility Data Mining, March 2017 (Keynote speaker) @
Seminar on Big Data Analytics
at
U. Sapienza, Rome, Italy
PDF
Optimizing Mass Transportation with Artificial Intelligence & Data Mining, May 2017 (Invited Speaker)
UITP 207
at Montreal, Canada
PDF
Real-Time Mobility Data Mining, May 2017 (Keynote Speaker) @
SFB876 TU Dortmund Seminars
at Dortmund
PDF
Data Science NOW! (NEC + Addvolt), March 2018 (Keynote) @
Data Science Portugal Meetup #23
at Porto, Portugal
PDF
Data Science NOW! (Kreditech), March 2019 (Keynote) @
#9 Meetup.AI
at Hamburg, Germany
PDF
How much can you pay? 1-on-1 walkthrough a DS project in real-world (Kreditech) @
LIAAD/INESC TEC
Seminars at Porto, Portugal
PDF
Data Science NOW! (Kreditech), September 2019 (Keynote) @
IT Arena 2019
(Lviv, Ukraine)
PDF
* 7 Deadly Sins of Applied AI/ML In Finance (Monedo), Keynote in
8th Data Science UA Conference
, March 2020 (Kyiv, Ukraine)
PDF
7 Deadly Sins of Applied AI/ML In Finance (Monedo), August 2020 (Keynote) @
Bremen.AI Data Lounge #@
(Bremen, Germany)
PDF
Media
TV Report about Taxi-Passenger Demand Prediction (in Portuguese) @ February 2012, Porto, Portugal
CBInsights
featured
NEC Labs' AI-oriented research on understanding spatiotemporal patterns
! Proud to be part of NEC AI innovation wave!! @ August 2017
Invited Participation in the new TV advertisement spot of IEEE ITSS!
@ September 2017
Interview to IEEE Spectrum about BRIGHT
- a predictive analytics engine able to learn from non-stationary distributions and their applications to the car-hailing industry @ December 2018
"AI & Big Data in Banking - If Not Now, then When?", Interview to Intellias during IT Arena in Lviv, Ukraine @ September 2019
"Data Science NOW! (...and other not so deep thoughts about AI...)" keynote during IT Arena in Lviv, Ukraine @ September 2019
Guest Lecturer of "AI for Executives"
course from
Halmstad University
, August 2020 (Halmstad, Sweden)
Video
7 Deadly Sins of Applied AI/ML In Finance (Kreditech)
, Keynote in
8th Data Science UA Conference
in Kyiv, Ukraine @ March 2020
7 Deadly Sins of Applied AI/ML In Finance (Monedo), Keynote for Bremen.AI Data Lounge #2 in Bremen, Germany @ August 2020
Zero-Stack Data Scientist - Part I, Beginnings
, Blog Post @ Medium, September 2020
Zero-Stack Data Scientist - Part II, The Fall
, Blog Post @ Medium, September 2020
Zero-Stack Data Scientist - Part III, The Rise
, Blog Post @ Medium, October 2020
Awards
(2012)
1st Prize on the Data Mining Competition of the International Summer School of Resouce-Aware Machine Learning
(2020)
George N. Saridis Best IEEE Transactions on ITS Paper Award (2016 vintage)
Alumni
2018
Sourabh Parkala
-
Software Developper
@
SAP
, IT, Germany
2017
Amine Tayari
-
Big Data Engineer
@
BNP Paribas
, Finance, France
2017
Diego Espinoza
-
Transportation Consultant & Manager
@
Ministerio de Transportes y Telecomunicaciones
, Government, Chile
2016,
Amal Saadallah
-
Ph.D. Student
@
TU Dortmund
, Research, Germany .::.
Finalist DatSci Awards 2019 - Data Science Student of the Year
2016,
Syed Murtasa Hassan
-
Business Intelligence Manager
@
Makerist
, E-Learning, Germany
2015,
Jihed Khiary
-
Research Assistant (Phd. Student)
@
Johannes Kepler University Linz
, Research, Austria
2015,
Leonel Araujo
-
Software Engineer
@
Addvolt
, IT/Eletronics/Automotive, Portugal
2015,
Vitor Cerqueira
-
Ph.D. Student
@
LIAAD - INESC TEC
, Research, Portugal .::.
Best Student Paper Award ECML/PKDD 2017
Media (in portuguese)
2013,
Rafael Nunes
-
Software Engineer
@
Feedzai
, Fintech, Portugal
keynotes.txt
· Last modified: 2020/12/14 14:29 by
lmatias
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