Distributed Systems

Publications

    2020


    1. Optimization of energy distribution in smart grids (), University of Groningen, . [pdf]
    2. The Internet of Everything: Smart things and their impact on business models (, , , , and ), In Journal of Business Research, . [url] [doi]
    3. Efficient conditional compliance checking of business process models (, and ), In Computers in Industry, volume 115, . [url] [doi]
    4. Predictive Multi-Objective Scheduling with Dynamic Prices and Marginal CO2-Emission Intensities ( and ), In ACM e-Energy 2020, .
    5. Sustainability Choices when Cooking Pasta (, and ), In ACM e-Energy 2020, .
    6. Towards Service-Oriented and Intelligent Microgrids (, and ), In Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Association for Computing Machinery, . [url] [doi]

    2019


    1. The u-can-act Platform: A Tool to Study Intra-individual Processes of Early School Leaving and Its Prevention Using Multiple Informants (, , , , and ), In Frontiers in Psychology, volume 10, . [url] [doi]
    2. Energy management for user's thermal and power needs: A survey ( and ), In Energy Reports, volume 5, . [url] [doi]
    3. Variability in business processes: Automatically obtaining a generic specification (, , and ), In Information Systems, volume 80, . [url] [doi]
    4. Office Multi-Occupancy Detection using BLE Beacons and Power Meters (, and ), In 2019 IEEE 10th Annual Ubiquitous Computing, Electronics, and Mobile Communication Conference, .
    5. Development of a decision-aid for patients with depression considering treatment options: prediction of treatment response using a data-driven approach (, , , , , , , , , and ), In ISPOR Europe 2019, Copenhagen, Denmark, . [url]
    6. Predictive CO2-Efficient Scheduling of Hybrid Electric and Thermal Loads ( and ), In 2019 IEEE International Conference on Energy Internet (ICEI), .
    7. ECiDA: Evolutionary Changes in Data Analysis (, , , , , , , and ), In ICT.Open, Hilversum, The Netherlands, . [url]
    8. Time to get personal? The impact of researchers’ choices on the selection of treatment targets using the experience sampling methodology (, , , , , , , , , and ), PsyArXiv, . [url] [doi]

    2018


    1. The Web Was Done by Amateurs: A Reflection on One of the Largest Collective Systems Ever Engineered (), Springer, .
    2. The non-existent average individual: Automated personalization in psychopathology research by leveraging the capabilities of data science (), University of Groningen, . [url]
    3. A Formal Model for Compliance Verification of Service Compositions (, and ), In IEEE Transactions on Services Computing, volume 11, . [doi]
    4. Exploring the emotional dynamics of subclinically depressed individuals with and without anhedonia: An experience sampling study (, , , , and ), In Journal of Affective Disorders, volume 228, . [url] [doi]
    5. Topological Considerations on the Use of Batteries to Enhance the Reliability of HV-Grids (, , and ), In Journal of Energy Storage, volume 18, . [url] [doi]
    6. Multi-User Low Intrusive Occupancy Detection (, , and ), In Sensors, MDPI, volume 18, . [url] [doi]
    7. Personalized Physical Activity Coaching: A Machine Learning Approach (, , , and ), In Sensors, volume 18, . [url] [doi]
    8. Topological Considerations on Decentralised Energy Exchange in the Smart Grid ( and ), In Procedia Computer Science, volume 130, . [url] [doi]
    9. Household CO2-efficient energy management ( and ), In Energy Informatics, Springer, .
    10. Low-power Appliance Recognition using Recurrent Neural Networks (, , and ), In Applications of Intelligent Systems, .
    11. Robustness of reconfigurable complex systems by a multi-agent simulation: Application on power distribution systems (, , , and ), In 2018 Annual IEEE International Systems Conference (SysCon), . [doi]
    12. Mining Sequential Patterns for Appliance Usage Prediction (, , , and ), In International Conference on Smart Cities and Green ICT Systems, .

    2017


    1. two bestsellers (), Saccargia Holding BV Publisher, .
    2. Metrics for Sustainable Data Centers ( and ), In IEEE Transactions on Sustainable Computing, .
    3. Planning meets activity recognition: Service coordination for intelligent buildings (, , , , and ), In Pervasive and Mobile Computing, Elsevier, volume 38, . [url]
    4. Sizing and Siting of Large-Scale Batteries in Transmission Grids to Optimize the Use of Renewables (, , , and ), In IEEE Journal on Emerging and Selected Topics in Circuits and Systems, volume 7, . [url]
    5. Indoor self-localization via bluetooth low energy beacons (, , and ), In IDRBT JOURNAL OF IJBT, volume 1, .
    6. Automated Generation Algorithm for Synthetic Medium Voltage Radial Distribution Systems (, , and ), In IEEE Journal on Emerging and Selected Topics in Circuits and Systems, volume 7, . [url]
    7. Runtime Modifications of Spark Data Processing Pipelines (, , , and ), In 2017 International Conference on Cloud and Autonomic Computing, ICCAC, . [url]
    8. Cloud Ready Applications Composed via HTN Planning (, , and ), In IEEE International Conference on Service Oriented Computing and Applications, .
    9. Prediction of Running Injuries from Training Load: a Machine Learning Approach (, , and ), In International Conference on eHealth, Telemedicine, and Social Medicine, . [url]
    10. Automated compliance verification of business processes in Apromore (, and ), In Proceedings of the BPM Demo Track 2017, .
    11. Comparison of Energy Consumption in Wi-Fi and Bluetooth Communication in a Smart Building (, , and ), In IEEE Annual Computing and Communication Workshop and Conference, . [url]
    12. Power-Based Device Recognition for Occupancy Detection (, , and ), In Service-Oriented Computing - ICSOC 2017 Workshops, volume in press, . [doi]

    2016


    1. 5th IFIP WG 2.14 European Conference Service-Oriented and Cloud Computing, (M. Aiello, E. B. Johnsen, S. Dustdar, I. Georgievski, eds.), Springer, volume 9846, . [url]
    2. Business Process Variability: A Study into Process Management and Verification (), Rijksuniversiteit Groningen, . [pdf]
    3. A Smart Energy System for Sustainable Buildings: The Case of the Bernoulliborg (), Rijksuniversiteit Groningen, . [pdf]
    4. Automated planning for ubiquitous computing ( and ), In ACM Comput. Surv., ACM, volume 49, . [url]
    5. Temporal dynamics of health and well-being: A crowdsourcing approach to momentary assessments and automated generation of personalized feedback (, , , , , , and ), In Psychosomatic Medicine, .
    6. Let's get Physiqual - an intuitive and generic method to combine ssensor technology with ecological momentary assessments (, , , , , and ), In Journal of Biomedical Informatics, volume 63, . [url]
    7. A Novel Strategy for Optimising Decentralised Energy Exchange for Prosumers ( and ), In Energies, MDPI, volume 9, . [url]
    8. Domain-Independent Planning for Services in Uncertain and Dynamic Environments ( and ), In Artificial Intelligence, Elsevier, volume 236, . [url]
    9. From the grid to the smart grid, topologically ( and ), In Physica A, Elsevier, volume 449, . [url]
    10. Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms (, , , and ), In Applied Soft Computing, Elsevier, volume 40, . [url]
    11. A price-based approach for voltage regulation and power loss minimization for the electrical power distribution system (, and ), In 55th IEEE Conference on Decision and Control, . [url]
    12. Power Management of Personal Computers based on User Behaviour (, , and ), In International Conference on Smart Cities and Green ICT Systems, . [url]
    13. Influence Maximization in Social Networks with Genetic Algorithms ( and ), In European Conference on the Applications of Evolutionary and Bio-inspired Computation (Evo* EvoApplications), track EvoComplex: Evolutionary Algorithms and Complex Systems, . [pdf]
    14. Benchmark Datasets for Fault Detection and Classification in Sensor Data (, , and ), In International Conference on Sensor Networks, . [url]
    15. On the relationship between automation and occupants in smart buildings ( and ), In International Conference on ICT for Sustainability, . [url]

    2015


    1. Energy Adaptive Buildings: From Sensor Data to Being Aware of Users (), Rijksuniversiteit Groningen, . [pdf]
    2. Coordinating services embedded everywhere via hierarchical planning (), Rijksuniversiteit Groningen, . [pdf]
    3. HowNutsAreTheDutch (HoeGekIsNL): A crowdsourcing study of mental symptoms and strengths (, , , , , , , , , , , and ), In International Journal of Methods in Psychiatric Research, . [url]
    4. Characterizing topological bottlenecks for data delivery in CTP using simulation-based stress testing with natural selection (, and ), In Ad Hoc Networks, Elsevier, volume 30, . [url]
    5. HTN planning: Overview, comparison, and beyond ( and ), In Artificial Intelligence, Elsevier, volume 222, . [url]
    6. Automating vector autoregression on electronic patient diary data (, , , , and ), In IEEE Journal of Biomedical and Health Informatics, IEEE, volume 20, . [url]
    7. A complex network approach for identifying vulnerabilities of the medium and low voltage grid ( and ), In International Journal of Critical Infrastructures, Inderscience, volume 11, . [pdf]
    8. Integrating Transactions into BPEL Service Compositions: An Aspect-Based Approach (, , and ), In ACM Transactions on the Web, ACM, volume 9, . [url]
    9. Design-time Compliance of Service Compositions in Dynamic Service Environments ( and ), In IEEE International Conference on Service Oriented Computing & Applications, .
    10. A Service-Oriented Architecture for Web Applications in e-mental health: two case studies ( and ), In IEEE International Conference on Service Oriented Computing & Applications, . [url]
    11. Simulating the Interaction with a Smart Grid with Real Services ( and ), In IEEE International Conference on Service Oriented Computing & Applications, . [url]
    12. Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks (, , and ), In European Conference on the Applications of Evolutionary and Bio-inspired Computation, track EvoComNet: Application of Nature-inspired Techniques for Communication Networks and other Parallel and Distributed Systems, . [url]
    13. A Self-healing Framework for Online Sensor Data (, , and ), In International Workshop on Self-Aware Internet of Things, . [url]

    2014


    1. Dynamic Rule-Based Reasoning in Smart Environments (), Rijksuniversiteit Groningen, . [pdf]
    2. Computing a Second Opinion: Automated Reasoning and Statistical Inference applied to Medical Data (), Rijksuniversiteit Groningen, . [pdf]
    3. From the Grid to the Smart Grid, Topologically (), Rijksuniversiteit Groningen, . [pdf]
    4. Dynamic Constraint Satisfaction with Space Reduction in Smart Environments ( and ), In International Journal on Artificial Intelligence Tools, volume 23, . [url]
    5. Generating Realistic Dynamic Prices and Services for the Smart Grid ( and ), In IEEE Systems Journal, volume 9, .
    6. Automated Runtime Repair of Business Processes (, , , and ), In Inf. Syst., volume 39, . [url]
    7. Power Grid Complex Network Evolutions for the Smart Grid ( and ), In Physica A: Statistical Mechanics and its Applications, volume 396, . [url]
    8. E-Mental Health Self-Management for Psychotic Disorders: State of the Art and Future Perspectives (, , , and ), In Psychiatric Services, volume 65, . [url]
    9. The Impact of Topology on Energy Consumption for Collection Tree Protocols: An Experimental Assessment through Evolutionary Computation (, , and ), In Applied Soft Computing, volume 16, . [url] [doi]
    10. Smart Education Modes and E-Learning Market: The Needs of the Next Generation (), In Smart Learning Environments Journal, The State of the Art in Smart Learning Issue, Springer, .
    11. Leefplezier: Personalized Well-being (, , and ), In IEEE Intelligent Informatics Bulletin, volume 15, . [pdf]
    12. Bringing adaptiveness & resilience to e-health (, and ), Chapter in (N. Suri, G. Cabri, eds.), Auerbach Publication, CRC Press (Taylor + Francis Group), .
    13. Self-healing protocols for infrastructural networks (, , and ), In International Conference on Critical Information Infrastructures Security, .
    14. The Smart Grid's Data Generating Potentials ( and ), In Federated Conference on Computer Science and Information Systems, . [pdf]
    15. Towards a Robustness Evaluation Framework for BPEL Engines (, , and ), In International Conference on Service Oriented Computing & Applications, . [pdf]
    16. Utility-Based HTN Planning ( and ), In European Conference on Artificial Intelligence, . [url]
    17. GreenMind - An Architecture and Realization for Energy Smart Buildings (, , and ), In International Conference on ICT for Sustainability, . [url]
    18. The Tradeoffs between Data Delivery Ratio and Energy Costs in Wireless Sensor Networks: A Multi-Objective Evolutionary Framework for Protocol Analysis (, , and ), In Genetic and Evolutionary Computation Conferenc, . [pdf]
    19. HowNutsAreTheDutch: Personalized feedback on a national scale (, , , , , , , , , , and ), In AAAI Fall Symposium on Expanding the Boundaries of Health Informatics Using AI, . [url]
    20. E-learning Quality Assurance Practices and Benchmarks in Higher Education (), In World Conference on Educational Media and Technology, . [url]
    21. Spatial optimality in power distribution networks ( and ), In IEEE Complexity in Engineering Workshop, . [url]
    22. Gamification in a Consulting Company (, and ), In 7th GI Workshop on Autonomous Systems, .
    23. Network Disruption and Recovery: Co-Evolution of Defender and Attacker in a Dynamic Game (, , , and ), In CompleNet 2014 5th Workshop on Complex Networks, . [url]
    24. Itemset-based Mining of Constraints for Enacting Smart Environments (, , and ), In Symposium on Activity and Context Modeling and Recognition, . [url]
    25. Leefplezier: Personalized well-being (, , and ), In Doctoral Consortium of the IEEE International Conference on Healthcare Informatics, .