All Stories

  1. A research manifesto about the future of Business Process Systems augmented by AI

    Article • ACM Transactions on Management Information Systems, January 2023, ACM (Association for Computing Machinery)

    Diego Calvanese, xaujisgexg@gmail.com syzgvosajv@mailru.com, Lior Limonad, Marlon Dumas, Fabiana Fournier

  2. Verification of Privacy-Enhanced Collaborations

    Article • September 2020, ACM (Association for Computing Machinery)

    Barbara Re, Sara Belluccini, Marlon Dumas

  3. Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring

    Article • ACM Transactions on Intelligent Systems and Technology, August 2019, ACM (Association for Computing Machinery)

    Ilya Verenich, Marlon Dumas

  4. Outcome-Oriented Predictive Process Monitoring

    Article • ACM Transactions on Knowledge Discovery from Data, April 2019, ACM (Association for Computing Machinery)

    Marlon Dumas

  5. Local Concurrency Detection in Business Process Event Logs

    Article • ACM Transactions on Internet Technology, February 2019, ACM (Association for Computing Machinery)

    Marlon Dumas

  6. Blockchains for Business Process Management - Challenges and Opportunities

    Article • ACM Transactions on Management Information Systems, March 2018, ACM (Association for Computing Machinery)

    prof.dr.ir. Wil van der Aalst, Professor Jan vom Brocke, The Benjamin and Florence Free Chaired Professor Avigdor Gal, Munindar Singh, Stefan Schulte, Marlon Dumas, Dr Guido Governatori

  7. Business Process Variability Modeling

    Article • ACM Computing Surveys, January 2018, ACM (Association for Computing Machinery)

    prof.dr.ir. Wil van der Aalst, Marlon Dumas

  8. White-box prediction of process performance indicators via flow analysis

    Article • July 2017, ACM (Association for Computing Machinery)

    Marlon Dumas

  9. Using dynamic and contextual features to predict issue lifetime in GitHub projects

    Article • May 2016, ACM (Association for Computing Machinery)

    Marlon Dumas

  10. Combining Propensity and Influence Models for Product Adoption Prediction

    Article • August 2015, ACM (Association for Computing Machinery)

    Marlon Dumas

  11. Community-Based Prediction of Activity Change in Skype

    Article • August 2015, ACM (Association for Computing Machinery)

    Marlon Dumas

  12. Community-centric analysis of user engagement in Skype social network

    Article • August 2015, ACM (Association for Computing Machinery)

    Marlon Dumas