Roel Dobbe - RankMe

58 papers C 2Journal 30Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Electronic Participation - 17th IFIP WG 8.5 International Conference, ePart 2025, Krems, Austria, August 31 - September 4, 2025, Proceedings ePart Sara Hofmann, Lieselot Danneels, Roel Dobbe, Anna-Sophie Novak, Peter Parycek, Gerhard Schwabe, Vera Spitzer, Jolien Ubacht
2025	J	`jnl`	AI Safety is Stuck in Technical Terms - A System Safety Response to the International AI Safety Report. CoRR Roel Dobbe
2025	J	`jnl`	From Data-Driven to Purpose-Driven Artificial Intelligence: Systems Thinking for Data-Analytic Automation of Patient Care. CoRR Daniel Anadria, Roel Dobbe, Anastasia Giachanou, Ruurd Kuiper, Richard Bartels, Wouter van Amsterdam, Íñigo Martinez de Rituerto de Troya, Carmen Zürcher, Daniel L. Oberski
2025	J	`jnl`	Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback. Ethics Inf. Technol. Adam Dahlgren Lindström, Leila Methnani, Lea Krause, Petter Ericson, Íñigo Martinez de Rituerto de Troya, Dimitri Coelho Mollo, Roel Dobbe
2025	J	`jnl`	Hyper Diversity, Species Richness, and Community Structure in ESS and Non-ESS Communities. Dyn. Games Appl. Kailas Shankar Honasoge, Tania L. S. Vincent, Gordon G. McNickle, Roel Dobbe, Katerina Stanková, Joel S. Brown, Joseph Apaloo
2025	—	`conf`	Misabstraction in Sociotechnical Systems. FAccT Íñigo Martinez de Rituerto de Troya, Jacqueline Kernahan, Neelke Doorn, Virginia Dignum, Roel Dobbe
2025	—	`ed.`	Proceedings of Ongoing Research, Workshops, and Posters of the International Conference EGOV-CeDEM-ePart 2025, University for Continuing Education, Krems, Austria, August 31-September 4, 2025. EGOV-CeDEM-ePart-* Jolien Ubacht, Manuel Pedro Rodríguez Bolívar, Lieselot Danneels, Roel Dobbe, Sara Hofmann, Marijn Janssen, Ida Lindgren, Euripidis N. Loukis, Francesco Mureddu, Anna-Sophie Novak, Panos Panagiotopoulos, Peter Parycek, Gabriela Viale Pereira, Gerhard Schwabe, Anthony Simonofski, Efthimios Tambouris, Vera Spitzer
2025	—	`conf`	Systemic Risks of Algorithms in Social Welfare: Combining Actor Analysis and System Safety Analysis. EGOV-CeDEM-ePart-* Wybe Segeren, Haiko Van Der Voort, Roel Dobbe
2025	—	`conf`	Towards a system-theoretic approach to algorithmic (un)fairness. EWAF Eva de Winkel, Jacqueline Kernahan, Roel Dobbe
2025	J	`jnl`	Understanding AI Trustworthiness: A Scoping Review of AIES & FAccT Articles. CoRR Siddharth Mehrotra, Jin Huang, Xuelong Fu, Roel Dobbe, Clara I. Sánchez, Maarten de Rijke
2025	—	`conf`	Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare. ePart Aleksander Buszydlik, Patrick Altmeyer, Roel Dobbe, Cynthia C. S. Liem
2025	—	`conf`	Unsafe Social Welfare Systems: A System Safety Analysis of the Dutch Childcare Benefit Scandal. EGOV-CeDEM-ePart-* Maurus Enbergs, Sem Nouws, Roel Dobbe
2024	—	`conf`	A Review of Fairness Conceptualizations in Electrical Distribution Grid Congestion Management. ISGT EUROPE Eva de Winkel, Zofia Lukszo, Mark A. Neerincx, Roel Dobbe
2024	J	`jnl`	AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations. CoRR Adam Dahlgren Lindström, Leila Methnani, Lea Krause, Petter Ericson, Íñigo Martinez de Rituerto de Troya, Dimitri Coelho Mollo, Roel Dobbe
2024	—	`conf`	Algorithmic Fairness in Clinical Natural Language Processing: Challenges and Opportunities. EWAF Daniel Anadria, Anastasia Giachanou, Jacqueline Kernahan, Roel Dobbe, Daniel L. Oberski
2024	J	`jnl`	Concrete Problems in AI Safety, Revisited. CoRR Inioluwa Deborah Raji, Roel Dobbe
2024	J	`jnl`	Correction to: Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. Roel Dobbe, Anouk Wolters
2024	—	`conf`	Data sufficient products: speculative design explorations for sustainable digital futures. MindTrek Mathijs Bodelier, Maria Luce Lupetti, Roel Dobbe, Lise Magnier
2024	—	`conf`	Designing organizational control mechanisms for consequential AI systems: towards a situated methodology (poster). EGOV-CeDEM-ePart-* Shan Amin, Sander Renes, Roel Dobbe
2024	—	`conf`	Extending Idioms for Bayesian Network Construction with Qualitative Constraints. IPMU (1) Annet Onnes, Mehdi Dastani, Roel Dobbe, Silja Renooij
2024	J	`jnl`	From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems. CoRR Shalaleh Rismani, Roel Dobbe, AJung Moon
2024	J	`jnl`	Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. Roel Dobbe, Anouk Wolters
2024	J	`jnl`	Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management. J. Artif. Intell. Res. Bernd Dudzik, Jasper van der Waa, Pei-Yu Chen, Roel Dobbe, Inago M. D. R. de Troya, Roos M. Bakker, Maaike H. T. de Boer, Quirine T. S. Smit, Davide Dell'Anna, Emre Erdogan, Pinar Yolum, Shihan Wang, Selene Baez Santamaría, Lea Krause, Bart A. Kamphorst
2023	—	`conf`	Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. FAccT Bogdana Rakova, Roel Dobbe
2023	J	`jnl`	Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. CoRR Bogdana Rakova, Roel Dobbe
2023	—	`conf`	Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems. DG.O Sem Nouws, Íñigo Martinez de Rituerto de Troya, Roel Dobbe, Marijn Janssen
2023	—	`conf`	Trustworthy AI Governance (panel). EGOV-CeDEM-ePart-* Fredrik Heintz, Csaba Csáki, Flávia Bernardini, Roel Dobbe
2022	—	`conf`	Accountable AI for Healthcare IoT Systems. TPS-ISA Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding
2022	—	`conf`	Dismantling Digital Cages: Examining Design Practices for Public Algorithmic Systems. EGOV Sem Nouws, Marijn Janssen, Roel Dobbe
2022	—	`conf`	System Safety and Artificial Intelligence. FAccT Roel Dobbe
2021	J	`jnl`	Hard Choices in Artificial Intelligence. CoRR Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
2021	J	`jnl`	Hard choices in artificial intelligence. Artif. Intell. Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
2020	C	`conf`	Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. AIES Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
2020	—	`conf`	Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow. ISGT-Europe Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
2020	J	`jnl`	Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems. IEEE Trans. Smart Grid Michael D. Sankur, Roel Dobbe, Alexandra von Meier, Daniel B. Arnold
2020	J	`jnl`	Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning. IEEE Trans. Smart Grid Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin
2019	J	`jnl`	Blind identification of fully observed linear time-varying systems via sparse recovery. Autom. Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin
2019	—	`conf`	Distributed Model Predictive Control for Autonomous Droop-Controlled Inverter-Based Microgrids. CDC Sean Anderson, Patricia Hidalgo-Gonzalez, Roel Dobbe, Claire J. Tomlin
2019	J	`jnl`	Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. CoRR Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
2019	J	`jnl`	On Identification of Distribution Grids. IEEE Trans. Control. Netw. Syst. Omid Ardakanian, Vincent W. S. Wong, Roel Dobbe, Steven H. Low, Alexandra von Meier, Claire J. Tomlin, Ye Yuan
2019	J	`jnl`	Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. CoRR Oscar Sondermeijer, Roel Dobbe, Daniel Arnold, Claire J. Tomlin, Tamás Keviczky
2018	J	`jnl`	A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics. CoRR Roel Dobbe, Sarah Dean, Thomas Krendl Gilbert, Nitin Kohli
2018	—	`—`	An Integrative Approach to Data-Driven Monitoring and Control of Electric Distribution Networks. Roel Dobbe
2018	J	`jnl`	Customized Local Differential Privacy for Multi-Agent Distributed Optimization. CoRR Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
2018	J	`jnl`	Data-Driven Decentralized Optimal Power Flow. CoRR Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin
2018	J	`jnl`	Forecasting-Based State Estimation for Three-Phase Distribution Systems with Limited Sensing. CoRR Roel Dobbe, Werner van Westering, Stephan Liu, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin
2018	—	`conf`	Frequency Regulation in Hybrid Power Dynamics with Variable and Low Inertia due to Renewable Energy. CDC Patricia Hidalgo-Gonzalez, Duncan S. Callaway, Roel Dobbe, Rodrigo Henriquez-Auba, Claire J. Tomlin
2017	J	`jnl`	Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery. CoRR Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin
2017	—	`conf`	Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. NIPS Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin
2017	J	`jnl`	Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. CoRR Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin
2017	J	`jnl`	On Identification of Distribution Grids. CoRR Omid Ardakanian, Vincent W. S. Wong, Roel Dobbe, Steven H. Low, Alexandra von Meier, Claire J. Tomlin, Ye Yuan
2016	—	`conf`	A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations. CDC Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Roel Dobbe, Rosalie C. Sears, Claire J. Tomlin
2016	J	`jnl`	Event Detection and Localization in Distribution Grids with Phasor Measurement Units. CoRR Omid Ardakanian, Ye Yuan, Roel Dobbe, Alexandra von Meier, Steven H. Low, Claire J. Tomlin
2016	—	`conf`	Real-Time Distribution Grid State Estimation with Limited Sensors and Load Forecasting. ICCPS Roel Dobbe, Daniel Arnold, Stephan Liu, Duncan S. Callaway, Claire J. Tomlin
2016	J	`jnl`	Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. IEEE ACM Trans. Comput. Biol. Bioinform. Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin
2015	C	`conf`	Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems. ACC Roel Dobbe, Young Hwan Chang, James Korkola, Joe W. Gray, Claire J. Tomlin
2015	—	`conf`	Retrieving common dynamics of gene regulatory networks under various perturbations. CDC Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin
2012	J	`jnl`	A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks. IEEE ACM Trans. Comput. Biol. Bioinform. Alessandro Abate, Stéphane Vincent, Roel Dobbe, Alberto Silletti, Neal Master, Jeffrey D. Axelrod, Claire J. Tomlin