Diogo R. Ferreira

Contacts | Contactos

Teaching | Ensino

Research Areas | Áreas de Investigação

Publications | Publicações

Conference Papers | Artigos em conferências

• Diogo R. Ferreira, Fernando Szimanski, Célia Ghedini Ralha, A Hierarchical Markov Model to Understand the Behaviour of Agents in Business Processes, 8th International Workshop on Business Process Intelligence (BPI 2012), in Business Process Management Workshops, LNBIP 132, pp. 150-161, Springer, 2013 [PDF] [BibTeX]
• David Martinho, Diogo R. Ferreira, Securely Storing and Executing Business Processes in the Cloud, 1st Joint Workshop on Security in Business Processes (SBP 2012), in Business Process Management Workshops, LNBIP 132, pp. 707-712, Springer, 2013 [PDF] [BibTeX]
• Diogo R. Ferreira, Susana Alves, Lucinéia H. Thom, Ontology-Based Discovery of Workflow Activity Patterns, 2nd International Workshop on Reuse in Business Process Management (rBPM 2011), LNBIP 100, pp. 314-325, Springer, 2012 [PDF] [BibTeX]
• Diogo R. Ferreira, Cláudia Alves, Discovering User Communities in Large Event Logs, 7th International Workshop on Business Process Intelligence (BPI 2011), LNBIP 99, pp. 123--134, Springer, 2012 [PDF] [BibTeX]
• André C. Santos, João M. P. Cardoso, Diogo R. Ferreira, Pedro C. Diniz, A Domain-Specific Language for the Specification of Adaptable Context Inference, 9th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing (EUC 2011), pp. 268-273, IEEE Computer Society, 2011 [PDF] [BibTeX]
• Michal Walicki, Diogo R. Ferreira, Mining Sequences for Patterns with Non-Repeating Symbols, IEEE Congress on Evolutionary Computation 2010 (IEEE World Congress on Computational Intelligence), pp. 3269-3276, Barcelona, Spain, July 18-23, 2010 [IEEEXplore] [PDF] [BibTeX]
• Gabriel M. Veiga, Diogo R. Ferreira, Understanding Spaghetti Models with Sequence Clustering for ProM, Business Process Management Workshops (BPM 2009 International Workshops, Ulm, Germany, September 7, 2009. Revised Papers), LNBIP 43, pp. 92-103, Springer, 2010 [SpringerLink] [PDF] [BibTeX]
• André C. Santos, João M. P. Cardoso, Pedro C. Diniz, , Diogo R. Ferreira, Challenges in the Development of Context-Inference Systems for Mobile Applications, International Workshop on Programming Methods for Mobile and Pervasive Systems (PMMPS), colocated with Pervasive 2010, Helsinki, Finland, May 17-20, 2010 [PDF] [BibTeX]
• Daniel Gillblad, Diogo R. Ferreira, Rebecca Steinert, Estimating the Parameters of Randomly Interleaved Markov Models, The 1st Workshop on Large-scale Data Mining: Theory and Applications (LDMTA 2009), in conjunction with ICDM 2009, Miami, FL, USA, December 6-9, 2009 [PDF] [BibTeX]
• André C. Santos, João M. P. Cardoso, Diogo R. Ferreira, Pedro C. Diniz, Mobile Context Provider for Social Networking, Proceedings of the Fourth International Workshop on MObile and NEtworking Technologies for social applications (MONET´09), LNCS 5872, pp. 464-473, Springer, 2009 [SpringerLink] [PDF] [BibTeX]
• Diogo R. Ferreira, Daniel Gillblad, Discovering Process Models from Unlabelled Event Logs, Proceedings of the 7th International Conference on Business Process Management (BPM 2009), LNCS 5701, pp. 143-158, Springer, 2009 [SpringerLink] [PDF] [BibTeX] [Source code]
• Zita P. Correia, Catarina Egreja, Maria J. Barrulas, Rui Gil, Diogo R. Ferreira, Luís Arriaga da Cunha, Building a Collaboratory in an Engineering R&D Organization, in Proceedings of the IADIS International Conference Informatics 2009, pp. 107-114, IADIS, 2009 [PDF] [BibTeX]
• Gil Aires da Silva, Diogo R. Ferreira, Applying Hidden Markov Models to Process Mining, in A. Rocha, F. Restivo, L. P. Reis, S. Torrão (eds.), Sistemas e Tecnologias de Informação: Actas da 4ª Conferência Ibérica de Sistemas e Tecnologias de Informação, pp. 207-210, AISTI/FEUP/UPF, 2009 [PDF] [BibTeX]
• André C. Santos, Luís Tarrataca, João M. P. Cardoso, Diogo R. Ferreira, Pedro C. Diniz, Paulo Chaínho, Context Inference for Mobile Applications in the UPCASE Project, Proceedings of the Second International Conference on Mobile Wireless Middleware (Mobilware 2009), LNICST, vol.7, pp. 352-365, Springer, 2009 [SpringerLink] [PDF] [BibTeX]
• Pedro C. Diniz, Diogo R. Ferreira, Automatic Extraction of Process Control Flow from I/O Operations, Proceedings of the 6th International Conference on Business Process Management (BPM 2008), LNCS 5240, pp. 342-357, Springer, 2008 [SpringerLink] [PDF] [BibTeX]
• Diogo R. Ferreira, Miguel Mira da Silva, Using Process Mining for ITIL Assessment: a Case Study with Incident Management, Proceedings of the 13th Annual UKAIS Conference, Bournemouth University, April 10-11, 2008 [PDF] [BibTeX]
• Diogo R. Ferreira, Marielba Zacarias, Miguel Malheiros, Pedro Ferreira, Approaching Process Mining with Sequence Clustering: Experiments and Findings, Proceedings of the 5th International Conference on Business Process Management (BPM 2007), LNCS 4714, pp. 360-374, Springer, 2007 [SpringerLink] [PDF] [BibTeX]
• Diogo R. Ferreira, On the Concurrency of Inter-organizational Business Processes, Proceedings of the OTM Federated Conferences and Workshops (OTM 2006), LNCS 4277, pp. 844-853, Springer, 2006 [SpringerLink] [PDF] [BibTeX]
• Diogo R. Ferreira, Hugo Ferreira, Learning, Planning, and the Life Cycle of Workflow Management, 9th IEEE International EDOC Conference (EDOC 2005), Enschede, The Netherlands, September 19-23, 2005 [Best Paper Award] [IEEEXplore] [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Essential Services for P2P e-Marketplaces, Proceedings of the 18th International Conference on CAD/CAM, Robotics and Factories of the Future (CARS&FOF 2002), Porto, Portugal, July 3-5, 2002 [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Designing Workflow-Enabled Business-to-Business Infrastructures, Proceedings of the 7th International Conference on Concurrent Enterprising (ICE 2001), Bremen, Germany, June 27-29, 2001 [PDF] [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, A Workflow-Based Approach to the Integration of Enterprise Networks, Proceedings of the 16th International Conference on CAD/CAM, Robotics & Factories of the Future (CARS&FOF 2000), Trinidad & Tobago, June 26-28, 2000 [PDF] [BibTeX]
• Nuno Cruz, Aníbal Matos, Alfredo Martins, Jorge Silva, Domingos Santos, Dmitri Boutov, Diogo R. Ferreira, F. Lobo Pereira, Estuarine Environment Studies with Isurus, a Remus Class AUV, Proceedings of the MTS/IEEE Oceans'99 Conference, Seattle, EUA, September 1999 [IEEEXplore] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, A Workflow Management System for Coordinating Distributed Information-Based Business Processes, AAAI Workshop on Agent-Based Systems in the Business Context, Technical Report WS-99-02, AAAI Press, USA, 1999 [AAAI Press] [BibTeX]
• Diogo R. Ferreira, João Rei, José M. Mendonça, J. J. Pinto Ferreira, Building a Workflow Enactment Service for Telework Co-ordination, Proceedings of the First International Conference on Enterprise Information Systems (ICEIS'99), Setúbal, Portugal, 1999 [PDF] [BibTeX]

Journal Papers | Artigos em revistas internacionais

• Diogo R. Ferreira, Performance Analysis of Healthcare Processes through Process Mining, ERCIM News, no. 89, pp.18-19, April 2012 [ERCIM News] [PDF] [BibTeX]
• Diogo R. Ferreira, Lucinéia H. Thom, A semantic approach to the discovery of workflow activity patterns in event logs, International Journal of Business Process Integration and Management, vol. 6, no. 1, pp. 4-17, 2012 [Inderscience] [PDF] [BibTeX]
• Álvaro Rebuge, Diogo R. Ferreira, Business process analysis in healthcare environments: A methodology based on process mining, Information Systems, vol. 37, no. 2, pp. 99-116, April 2012 [ScienceDirect] [PDF] [BibTeX]
• Diogo R. Ferreira, Determining the Strength of Chess Players Based on Actual Play, ICGA Journal, vol. 35, no. 1, pp. 3-19, March 2012 [PDF] [BibTeX]
• Michal Walicki, Diogo R. Ferreira, Sequence partitioning for process mining with unlabeled event logs, Data & Knowledge Engineering, vol. 70, no. 10, pp. 821-841, 2011 [ScienceDirect] [PDF] [BibTeX] [Source code]
• Davide Figo, Pedro C. Diniz, Diogo R. Ferreira, João M.P. Cardoso, Preprocessing techniques for context recognition from accelerometer data, Personal and Ubiquitous Computing, vol.14, no.7, pp.645-662, 2010 [SpringerLink] [PDF] [BibTeX]
• André C. Santos, João M.P. Cardoso, Diogo R. Ferreira, Pedro C. Diniz, Paulo Chaínho, Providing user context for mobile and social networking applications, Pervasive and Mobile Computing, vol. 6, no. 3, pp. 324-341, 2010 [ScienceDirect] [PDF] [BibTeX]
• Zita P. Correia, Catarina Egreja, Maria J. Barrulas, Rui Gil, Diogo R. Ferreira, Luís Arriaga da Cunha, Building a Collaboratory in an Engineering R&D Organization, IADIS International Journal on Computer Science and Information Systems, vol.5, no.1, pp.58-71, 2010 [IADIS] [PDF] [BibTeX]
• Hugo Ferreira, Diogo R. Ferreira, An integrated life cycle for workflow management based on learning and planning, International Journal of Cooperative Information Systems, vol. 15, no. 4, pp. 485-505, 2006 [WorldSciNet] [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Towards a Workflow-based Integration Architecture for Business Networking, Business Process Management Journal, vol. 11, no. 5, pp. 517-531, 2005 [Emerald] [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Developing a Reusable Workflow Engine, Journal of Systems Architecture, vol. 50, no. 6, pp. 309-324, June 2004 [Elsevier] [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Building an e-marketplace on a peer-to-peer infrastructure, International Journal of Computer Integrated Manufacturing, vol. 17, no. 3, pp. 254-264, April 2004 [Informa] [PDF] [BibTeX]

Book Chapters | Capítulos de livros

• Diogo R. Ferreira, Applied Sequence Clustering Techniques for Process Mining, in Jorge Cardoso, Wil van der Aalst (eds.), Handbook of Research on Business Process Modeling, pp. 492-513, Information Science Reference, IGI Global, April 2009 [IGI Global] [PDF] [BibTeX]
• Diogo R. Ferreira, Business Networking with Web Services: supporting the full life cycle of business collaborations, in Pallab Saha (ed.), Handbook of Enterprise Systems Architecture in Practice, pp. 419-433, Information Science Reference, IGI Global, March 2007 [IGI Global] [PDF] [BibTeX]
• Diogo R. Ferreira, J. J. Pinto Ferreira, Essential Services for P2P e-Marketplaces, in J. J. Pinto Ferreira (ed.), e-Manufacturing: Business Paradigms and Supporting Technologies, Springer, 2004 [Springer] [PDF] [BibTeX]

PhD Thesis | Tese de doutoramento

• Diogo R. Ferreira, Workflow Management Systems Supporting the Engineering of Business Networks, PhD Thesis, FEUP, February 2004 [BibTeX]

Technical Reports | Relatórios técnicos

• Paulo Chaínho, João M. P. Cardoso, Diogo R. Ferreira, UPCASE: User Programmable Context-Aware Services, Saber & Fazer Telecomunicações, Revista Técnica da PT Inovação, nº 6, pp.59-64, Dezembro 2008 [PDF] [BibTeX]
• André Santos, João M. P. Cardoso, Diogo R. Ferreira, Pedro C. Diniz, UPCASE: User-Programmable Context-Aware Services, Relatório Técnico Final TR-4-2009, Instituto Superior Técnico, Abril 2009 [BibTeX]
• André Santos, João M. P. Cardoso, Diogo R. Ferreira, Protótipo Software do Projecto UPCASE, Relatório Técnico TR-3-2009, Instituto Superior Técnico, Março 2009 [BibTeX]
• João M. P. Cardoso, André Santos, Diogo R. Ferreira, Protótipo Hardware do Projecto UPCASE, Relatório Técnico TR-2-2009, Instituto Superior Técnico, Janeiro 2009 [BibTeX]
• João M. P. Cardoso, Diogo R. Ferreira, Paulo Chaínho, Arquitectura e Casos de Estudo para o Projecto UPCASE, Relatório Técnico TR-1-2008, Instituto Superior Técnico, Maio 2008 [BibTeX]
• Hugo Ferreira, Diogo R. Ferreira, Towards an Integrated Life-Cycle for Business Process Management based on Learning and Planning, INESC Porto, November 2004 [PDF] [BibTeX]

Opinion Papers | Artigos de opinião

• Diogo R. Ferreira, Goal-driven research: para uma nova mentalidade científica, Boletim do INESC Porto, ano VI, no.56, Novembro 2005

Invited Talks | Orador convidado

• Diogo R. Ferreira, Process Mining without case ids: making sense of unlabeled event logs, University of Twente, Enschede, November 2010
• Diogo R. Ferreira, Mineração de Processos - O elo que faltava na gestão de processos de negócio, VI Simpósio Brasileiro de Sistemas de Informação (SBSI 2010), Marabá, Pará, Brasil, Junho 2010
• Diogo R. Ferreira, Mineração de Processos - O elo que faltava na gestão de processos de negócio (introdução), VI Reunião BPMNet-Rio, Rio de Janeiro, Brasil, Junho 2010
• Diogo R. Ferreira, Expectation-Maximization Techniques for Process Mining, LOIS Workshop "Process Mining meets Data Mining" (PMDM'09), Eindhoven University of Technology, October 2009
• Diogo R. Ferreira, Process Mining Research at the Technical University of Lisbon, Eindhoven University of Technology, September 2009
• Diogo R. Ferreira, À Descoberta dos Processos de Negócio, ComputerWorld Advanced Hot Topics, Hotel Villa Rica, Lisboa, Maio 2008
• Diogo R. Ferreira, Business Process Mining and Conformance, BPM Lisbon 2008, Convento do Beato, Lisboa, Abril 2008

Students | Alunos

MSc Students | Mestrado

• Pedro Miranda, Integração de Processos de Carga e Descarga de Contentores, December 2012
• Álvaro Rebuge, Business Process Analysis in Healthcare Environments, May 2012
• Diana Soares, Análise de Sequências em Tempo Real, May 2012
• Patrícia Rodrigues, Análise de Desempenho de Processos Hospitalares, March 2012
• Susana Alves, Detecção de Padrões de Actividades de Workflow em Registos de Eventos, November 2011
• João Oliveira, Descoberta de Processos em Tempo Real, July 2011
• Davide Figo, Sistema para Identificação de Actividades Pedestres, June 2011
• Carlos Libório, Analysis and Discovery of Service Orchestrations, November 2010
• Alexandre Gouveia, Process Mining of Enterprise Applications based on OutSystems Agile Platform, November 2010
• Cláudia Alves, Social Network Analysis for Business Process Discovery, July 2010
• Susana Vilhena, Análise de Processos em Sistemas de Tratamento de Casos, July 2010
• Gabriel Veiga, Developing Process Mining Tools: An Implementation of Sequence Clustering for ProM, October 2009
• Pedro Martins, Extracção e Avaliação de Fluxo de Processos, October 2009
• André Portela, Inferência de Contexto para Aplicações Móveis, October 2009
• Isabel Aguiar, Workflow em Processos de Gestão de Objectos Digitais, November 2007
• Bruno Leal, Solução para Gestão de Recursos Humanos em Modo Self-Service, November 2007
• Tiago Magalhães, Automatização do Processo de Recrutamento e Resposta a Oportunidades Comerciais, November 2007
• Pedro Samorrinha, Integração de Funcionalidades de Workflow em Sistema ERP, October 2007
• Bruno Sequeira, Broker para Facturação Electrónica, October 2007
• Rute Duarte, Adaptadores para Facturação Electrónica, October 2007
• Pedro Pereira, Análise de Workflow com Interacção Humana, October 2007
• Pedro Ferreira, Levantamento de Processos de Negócio por Observação de Contextos, July 2007
• Miguel Malheiros, Process Mining with Sequence Clustering, July 2007