Distributed Systems

Publications

    2020


    1. Optimization of energy distribution in smart grids (), University of Groningen, . [pdf]
    2. Theorie: processen van voortijdig schoolverlaten en begeleiding om dat te voorkomen (, , , and ), Chapter in Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (M. A. E. van der Gaag, N. R. Snell, G. G. Bron, E. S. Kunnen, eds.), Uitgeverij Acco, . [pdf]
    3. Procesonderzoek: processen van uitvallen, blijven en begeleiding (, , , , , and ), Chapter in Voortijdig schoolverlaten voorkomen Perspectieven van wetenschap, praktijk en beleid (M. A. E. van der Gaag, N. R. Snell, G. G. Bron, E. S. Kunnen, eds.), Uitgeverij Acco, . [pdf]
    4. Unsupervised approach towards analysing the public transport bunching swings formation phenomenon (, , , and ), In Public Transport, . [url] [doi]
    5. The Internet of Everything: Smart things and their impact on business models (, , , , and ), In Journal of Business Research, . [url] [doi]
    6. Efficient conditional compliance checking of business process models (, and ), In Computers in Industry, volume 115, . [url] [doi]
    7. Predictive Multi-Objective Scheduling with Dynamic Prices and Marginal CO2-Emission Intensities ( and ), In ACM e-Energy 2020, .
    8. Sustainability Choices when Cooking Pasta (, and ), In ACM e-Energy 2020, .
    9. 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. Adaptive Provisioning of Heterogeneous Cloud Resources for Big Data Processing (, , , and ), In Big Data and Cognitive Computing, volume 2, . [doi]
    4. A Formal Model for Compliance Verification of Service Compositions (, and ), In IEEE Transactions on Services Computing, volume 11, . [doi]
    5. 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]
    6. Topological Considerations on the Use of Batteries to Enhance the Reliability of HV-Grids (, , and ), In Journal of Energy Storage, volume 18, . [url] [doi]
    7. Multi-User Low Intrusive Occupancy Detection (, , and ), In Sensors, MDPI, volume 18, . [url] [doi]
    8. Personalized Physical Activity Coaching: A Machine Learning Approach (, , , and ), In Sensors, volume 18, . [url] [doi]
    9. Topological Considerations on Decentralised Energy Exchange in the Smart Grid ( and ), In Procedia Computer Science, volume 130, . [url] [doi]
    10. Household CO2-efficient energy management ( and ), In Energy Informatics, Springer, .
    11. Low-power Appliance Recognition using Recurrent Neural Networks (, , and ), In Applications of Intelligent Systems, .
    12. 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]
    13. Mining Sequential Patterns for Appliance Usage Prediction (, , , and ), In International Conference on Smart Cities and Green ICT Systems, .
    14. Shedding Light on the Dark Corners of the Internet: A Survey of Tor Research (, and ), In Journal of Network and Computer Applications, Elsevier, volume 114, .

    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]
    13. MuGKeG: Secure Multi-channel Group Key Generation Algorithm for Wireless Networks (, , and ), In Wireless Personal Communications, Springer, volume 96, .
    14. A Stochastic Model for Transit Latency in OpenFlow SDNs (, , , and ), In Computer Networks, Elsevier, volume 113, .
    15. Post Summarization of Microblogs of Sporting Events (, , , and ), In Proceedings of the 26th International Conference on World Wide Web Companion, .

    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]
    16. Analytical Modeling of End-to-End Delay in OpenFlow Based Networks (, , , , and ), In IEEE Access, IEEE, volume 5, .
    17. Sentiment Classification of Tweets using Hierarchical Classification (, , , and ), In International Conference on Communications, .
    18. Detecting National Political Unrest on Twitter (, , , and ), In International Conference on Communications, .

    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]
    14. Improving QoS of IPTV and VoIP over IEEE 802.11n (, and ), In Computers & Electrical Engineering, Elsevier, volume 43, .
    15. IM Session Identification by Outlier Detection in Cross-correlation Functions (, , , and ), In 49th Annual Conference on Information Sciences and Systems, .

    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, .
    26. Breaching IM Session Privacy Using Causality (, , , , , , , and ), In Global Communications Conference, .
    27. Predicting New Collaborations in Academic Citation Networks of IEEE and ACM Conferences (, , , , , , , and ), In International Conference on Social Computing, .