Diogo R. Ferreira

Professor of Information Systems at IST, University of Lisbon
Researcher at IPFN (Institute for Plasmas and Nuclear Fusion)
Google Scholar, ORCID, GitHub, Kaggle
 

Contacts

Address:
Instituto Superior Técnico
Campus do Taguspark
Avenida Prof. Dr. Cavaco Silva
2744-016 Porto Salvo
Portugal
Phone: +351 21 423 35 52
Office: 2-N1.19 (ext.5152)
E-mail:
 

Teaching

2018-2019 | Data Administration in Information Systems (IST, MEIC)
2018-2019 | Data Analysis and Integration (IST, MEIC)
2017-2018 | Data Administration in Information Systems (IST, MEIC)
2017-2018 | Data Analysis and Integration (IST, MEIC)
2016-2017 | Data Analysis and Integration (IST, MEIC)
2016-2017 | Information Systems and Databases (IST, MEEC/MEBiom)
2016-2017 | Process Management Systems (IST, DEIC)
2015-2016 | Data Analysis and Integration (IST, MEIC)
2015-2016 | Information Systems and Databases (IST, MEEC/MEBiom)
2015-2016 | Process Management Systems (IST, DEIC)
2014-2015 | Information Systems and Databases (IST, LEGI)
2014-2015 | Enterprise Systems Integration (IST, MEIC-T)
2014-2015 | Process Management Systems (IST, DEIC)
2014-2015 | Information Systems and Databases (IST, MEEC/MEBiom)
2014-2015 | Information Management and Processing (IST, MEIC)
2013-2014 | Information Systems and Databases (IST, LEGI)
2013-2014 | Enterprise Systems Integration (IST, MEIC-T)
2013-2014 | Process Management Systems (IST, DEIC)
2013-2014 | Information Systems and Databases (IST, MEEC/MEBiom)
2013-2014 | Databases (IST, LEIC-T/LERC)
2011-2012 | Enterprise Systems Integration (IST, MEIC-T/MERC)
2011-2012 | Process Management Systems (IST, DEIC)
2011-2012 | Databases (IST, LEIC-T/LERC)
2011-2012 | Workshop Masters IS 2011 (workshop for beginning MSc students)
2010-2011 | Enterprise Systems Integration (IST, MEIC-T/MERC)
2010-2011 | Databases (IST, LEIC-A)
2010-2011 | Workshop Masters IS 2010 (workshop for beginning MSc students)
2009-2010 | Enterprise Systems Integration (IST, MEIC-T/MERC)
2009-2010 | Process Management Systems (IST, DEIC)
2009-2010 | Databases (IST, LEIC-A)
2009-2010 | Workshop Masters IS 2009 (workshop for beginning MSc students)
2008-2009 | Process Management Systems (IST, DEIC)
2008-2009 | Enterprise Systems Integration (IST, MEIC-T/MERC)
2008-2009 | Databases / Information Systems and Databases (IST, LEIC-A/MEEC/MEBiom)
2008-2009 | Workshop Masters IS 2008 (workshop for beginning MSc students)
2007-2008 | Enterprise Systems Integration (IST, MEIC-T/MERC)
2007-2008 | Business Intelligence (IST, POSI)
2007-2008 | Information Systems Integration (IST, POSI)
2007-2008 | Information Systems and Databases (IST, MEEC/MEBiom)
2007-2008 | Databases (IST, LEIC-A)
2006-2007 | Enterprise Systems Integration (IST, LEIC-T)
2006-2007 | Databases (IST, LEIC-A/LEEC/LCI)
2005-2006 | Algorithms and Data Structures (IST, LEIC-T/LERCI)
2005-2006 | Information Systems Analysis I (FEUP, LCI)
2005-2006 | Fundamentals of Programming (FEUP, LEIC)
2005-2006 | Information Systems Integration (FEUP, ProDEI)
2005-2006 | Programming (FEUP, LEEC)
2004-2005 | Algorithms and Data Structures (FEUP, LEEC)
2004-2005 | Information Systems Analysis II (FEUP, LCI)
2004-2005 | Programming II (FEUP, LEIC)
2004-2005 | Information Systems Analysis I (FEUP, LCI)
2004-2005 | Programming (FEUP, LEEC)
2004-2005 | Management Information Systems (FEUP, LEIC/LEEC/MEEC)
2003-2004 | Algorithms and Data Structures (FEUP, LEEC)
2003-2004 | Electromagnetics (FEUP, LEIC)
2003-2004 | Programming II (FEUP, LEIC)
2003-2004 | Information Systems Analysis I (FEUP, LCI)
2003-2004 | Programming (FEUP, LEEC)
2003-2004 | Management Information Systems (FEUP, LEIC)
 
 
 
 

Research areas

  • Data Science, Deep Learning, GPU Computing
  • Nuclear Fusion, Plasma Tomography, Disruption Prediction
  • Process Mining, Data Mining, Machine Learning
 

Publications

2019

2018

2017

2016

2015

2014

2013

2012

  • Business process analysis in healthcare environments: A methodology based on process mining [BibTeX]
    Álvaro Rebuge, Diogo R. Ferreira
    Information Systems, vol. 37, no. 2, pp. 99-116, April 2012
  • A semantic approach to the discovery of workflow activity patterns in event logs [BibTeX]
    Diogo R. Ferreira, Lucinéia H. Thom
    International Journal of Business Process Integration and Management, vol. 6, no. 1, pp. 4-17, 2012
  • Determining the Strength of Chess Players Based on Actual Play [BibTeX] [2012 ICGA Journal Award]
    Diogo R. Ferreira
    ICGA Journal, vol. 35, no. 1, pp. 3-19, March 2012
  • A Hierarchical Markov Model to Understand the Behaviour of Agents in Business Processes [BibTeX]
    Diogo R. Ferreira, Fernando Szimanski, Célia Ghedini Ralha
    8th International Workshop on Business Process Intelligence (BPI 2012), in Business Process Management Workshops, LNBIP 132, pp. 150-161, Springer, 2013
  • Securely Storing and Executing Business Processes in the Cloud [BibTeX]
    David Martinho, Diogo R. Ferreira
    1st Joint Workshop on Security in Business Processes (SBP 2012), in Business Process Management Workshops, LNBIP 132, pp. 707-712, Springer, 2013
  • Performance Analysis of Healthcare Processes through Process Mining [BibTeX]
    Diogo R. Ferreira
    ERCIM News, no. 89, pp.18-19, April 2012
  • Process Mining Manifesto [BibTeX]
    Wil van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos Buijs, Andrea Burattin, Josep Carmona, Malu Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian Günther, Antonella Guzzo, Paul Harmon, Arthur ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maggi, Donato Malerba, Ronny S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari-Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Wynn
    in Business Process Management Workshops, LNBIP 99, pp. 169-194, 2012

2011

2010

2009

2008

2007

2006

2005

2004

2002

  • Essential Services for P2P e-Marketplaces [BibTeX]
    Diogo R. Ferreira, J. J. Pinto Ferreira
    Proceedings of the 18th International Conference on CAD/CAM, Robotics and Factories of the Future (CARS&FOF 2002), Porto, Portugal, July 3-5, 2002

2001

2000

  • A Workflow-Based Approach to the Integration of Enterprise Networks [BibTeX]
    Diogo R. Ferreira, Hugo Ferreira, J. J. Pinto Ferreira, Thomas Goletz, Werner Geißler, Björn Levin, Anders Holst, Daniel Gillblad, Rui Ferraz, Fernando Lopes, Nuno Antunes, Alexandra Klen, Ricardo Rabelo, Kristina Ericson, Johan Karlsson, Cândida Medon, Domizia Lugli, Giovani Nasi
    Proceedings of the 16th International Conference on CAD/CAM, Robotics & Factories of the Future (CARS&FOF 2000), Trinidad & Tobago, June 26-28, 2000

1999

Invited talks

Opinions & interviews

Students

PhD students

  • André C. Santos, A DSL-based Approach for the Specification of Software Adaptations in Embedded Systems, 2014 (co-supervisor)
  • Fernando Szimanski, Improving Business Process Models with Process Mining and Agent-Based Simulation, 2013 (co-supervisor)

MSc students

  • Iezalde Lopes, A Survey of Process Mining Competitions, 2019
  • Diogo D. Carvalho, Plasma Tomography with Machine Learning, 2018
  • João Vicente, Disruption Prediction with Deep Neural Networks, 2018
  • Rui Santos, Parallel Computing for Process Mining, 2016
  • Francisco Matos, Deep Learning for Plasma Tomography, 2016
  • Pedro Simões, A Development Framework for Normalized Systems, 2016
  • Tiago Ribeiro, Advanced Visualization for Process Mining, 2016
  • Pedro Miranda, Process Integration for Container Handling, 2013
  • Álvaro Rebuge, Business Process Analysis in Healthcare Environments, 2012
  • Diana Soares, Real-Time Sequence Analysis, 2012
  • Patrícia Rodrigues, Performance Analysis of Healthcare Processes, 2012
  • Susana Alves, Detecting Workflow Activity Patterns in Event Logs, 2011
  • João Oliveira, Real-Time Process Discovery, 2011
  • Davide Figo, Automatic Identification of Pedestrian Activities, 2011
  • Carlos Libório, Analysis and Discovery of Service Orchestrations, 2010
  • Alexandre Gouveia, Process Mining of Enterprise Applications, 2010
  • Cláudia Alves, Social Network Analysis for Business Process Discovery, 2010
  • Susana Vilhena, Process Analysis of Case-Handling Systems, 2010
  • Gabriel Veiga, An Implementation of Sequence Clustering for ProM, 2009
  • Pedro Martins, Extraction and Evaluation of Process Flows, 2009
  • André Portela, Context Inference for Mobile Applications, 2009
  • Isabel Aguiar, Workflow for Digital Object Management, 2007
  • Bruno Leal, Self-Service Human Resource Management, 2007
  • Tiago Magalhães, Business Process Automation for Sales Leads, 2007
  • Pedro Samorrinha, Integrating Workflow Functionalities in an ERP System, 2007
  • Bruno Sequeira, Broker for Electronic Invoicing, 2007
  • Rute Duarte, Adapters for Electronic Invoicing, 2007
  • Pedro Pereira, Analysis of Human-Interaction Workflows, 2007
  • Pedro Ferreira, Business Process Elicitation through Context Observation, 2007
  • Miguel Malheiros, Process Mining with Sequence Clustering, 2007