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Umeå University
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Publications

Here you will find the most recent publications from the Department of Computing Science.

Enabling mixed-precision in spectral element codes
Future Generation Computer Systems, Elsevier 2026, Vol. 174
Chen, Yanxiang; de Oliveira Castro, Pablo; Bientinesi, Paolo; et al.
Class-incremental learning network for real-time anomaly recognition in surveillance environments
Pattern Recognition, Elsevier 2026, Vol. 170
Hussain, Adnan; Ullah, Waseem; Khan, Noman; et al.
Assessing privacy requirements for controlled query evaluation in OBDA
Modeling decisions for artificial intelligence: 22nd International Conference, MDAI 2025, València, Spain, September 15–18, 2025, Proceedings, Cham: Springer Nature 2026 : 183-197
Baura, Divya; Calvanese, Diego
Comparing qualitative object descriptors using a visual similarity measure
Modeling decisions for artificial intelligence: 22nd International Conference, MDAI 2025, València, Spain, September 15–18, 2025, Proceedings, Cham: Springer Nature 2026 : 303-314
Falomir, Zoe; Costa, Vicent
Constructing Compact BPE Token DFAs
Implementation and Application of Automata: 29th International Conference, CIAA 2025, Palermo, Italy, September 22–25, 2025, Proceedings, Cham: Springer 2026 : 27-40
Berglund, Martin; Jonsson, Anna; Martens, Willeke; et al.
Dynamically weighted tree transducers
Implementation and Application of Automata: 29th International Conference, CIAA 2025, Palermo, Italy, September 22–25, 2025, Proceedings, Cham: Springer 2026 : 115-128
Drewes, Frank; Kuhlmann, Marco; Torstensson, Olle
Representation of child and youth participation within the Unified Medical Language System (UMLS)
Disability and Rehabilitation, Taylor & Francis 2025, Vol. 47, (1) : 114-119
Kaelin, Vera C.; Bosak, Dianna L.; Saluja, Shivani; et al.
Representing and solving spatial problems
Spatial Cognition and Computation, Taylor & Francis Group 2025, Vol. 25, (1) : 1-14
Santos, Paulo E.; Cabalar, Pedro; Falomir, Zoe; et al.
Matematikångest och bristande förkunskaper
Didaktisk dialog: i kursen Didaktik för universitetslärare, Umeå: Umeå University 2025 : 112-117
Löfstedt, Tommy
New simplification rules for databases with positive and negative attributes
Mathematics, MDPI 2025, Vol. 13, (2) : 309-309
López-Rodríguez, Domingo; Ojeda-Hernández, Manuel; Bejines, Carlos
Towards specification-driven LLM-based generation of embedded automotive software
Bridging the gap between AI and reality: second international conference, AISoLA 2024, Crete, Greece, October 30 – November 3, 2024, proceedings, Springer 2025 : 125-144
Patil, Minal Suresh; Ung, Gustav; Nyberg, Mattias
Chord types and figuration: a Bayesian learning model of extended chord profiles
Music & Science, Sage Publications 2025, Vol. 8
Finkensiep, Christoph; Ericson, Petter; Klassmann, Sebasian; et al.
Health behavioural change: the influence of social-ecological factors and health identity
International Journal of Qualitative Studies on Health and Well-being, Taylor & Francis 2025, Vol. 20, (1)
Eriksson, Malin; Richter Sundberg, Linda; Santosa, Ailiana; et al.
Efficient federated unlearning under plausible deniability
Machine Learning, Springer Nature 2025, Vol. 114, (1)
Varshney, Ayush K.; Torra, Vicenç
Navigating the human–robot interface: exploring human interactions and perceptions with social and telepresence robots
Applied Sciences, MDPI 2025, Vol. 15, (3)
Mårell-Olsson, Eva; Bensch, Suna; Hellström, Thomas; et al.
Disagree and commit: degrees of argumentation-based agreements
Autonomous Agents and Multi-Agent Systems, Springer Nature 2025, Vol. 39, (1)
Kampik, Timotheus; Nieves, Juan Carlos
Differentially private Choquet integral: extending mean, median, and order statistics
International Journal of Information Security, Springer Nature 2025, Vol. 24, (1)
Torra, Vicenç
NetProbe: deep learning-driven DDoS detection with a two-tiered mitigation strategy
ICDCN 2025: Proceedings of the 26th International Conference on Distributed Computing and Networking, Association for Computing Machinery (ACM) 2025 : 402-407
Jha, Prianshu; Singh, Gurpreet; Kumar, Amit; et al.
Comparing human-perceived cluster characteristics through the lens of CIPHE: measuring coherence beyond keywords
Journal of Data Mining and Digital Humanities, Centre pour la Communication Scientifique Directe (CCSD) 2025, Vol. NLP4DH
Eklund, Anton; Forsman, Mona; Drewes, Frank
Evaluating document clusters through human interpretation
Report / UMINF, 25.03
Eklund, Anton
From promise to practice: a study of common pitfalls behind the generalization gap in machine learning
Transactions on Machine Learning Research
Ghanbari Azar, Saeideh; Tronchin, Lorenzo; Simkó, Attila; et al.
Proceedings of Umeå’s 28th Student Conference in Computing Science - USCCS 2025
Report / UMINF, 25.01
Hellström, Thomas
ToMA: computational theory of mind with abstractions for hybrid intelligence
The journal of artificial intelligence research, AI Access Foundation 2025, Vol. 82 : 285-311
Erdogan, Emre; Dignum, Frank; Verbrugge, Rineke; et al.
Semantic argumentation using rewriting systems
EPTCS 416: Proceedings 40th International Conference on Logic Programming, Open Publishing Association 2025 : 135-138
Guerrero Rosero, Esteban; Nieves, Juan Carlos
Automated game testing with online search agent and model construction, a study
Software testing, verification & reliability, John Wiley & Sons 2025, Vol. 35, (2)
Shirzadehhajimahmood, Samira; Prasetya, I.S.W.B.; Prandi, Davide; et al.
Ranking with ties based on noisy performance data
International Journal of Data Science and Analytics
Sankaran, Aravind; Karlsson, Lars; Bientinesi, Paolo
Modeling norms for social simulations: increasing realism in social simulations to support decision makers in their decision making
Report / UMINF, 25.02
Kammler, Christian
MLOps for cyber-physical production systems: challenges and solutions
IEEE Software, Institute of Electrical and Electronics Engineers (IEEE) 2025, Vol. 42, (1) : 65-73
Faubel, Leonhard; Woudsma, Thomas; Kloepper, Benjamin; et al.
UJI-Butler: A Symbolic/Non-symbolic Robotic System that Learns Through Multi-modal Interaction
International Journal of Social Robotics
Bassiouny, Abdelrhman; Elsayed, Ahmed H.; Falomir, Zoe; et al.
Responsible design of an AI system for health behavior change: an ethics perspective on the participatory design process of the STAR-C digital coach
Frontiers in Digital Health, Frontiers Media S.A. 2025, Vol. 7
Lindgren, Helena; Lindvall, Kristina; Richter Sundberg, Linda
Discovering multi-agent systems for resource-centric business process simulation
Process Science, Springer 2025, Vol. 2, (1)
Kirchdorfer, Lukas; Blümel, Robert; Kampik, Timotheus; et al.
Formal methods for verification in human-agent interaction
Report / UMINF
Brännström, Andreas
Generating contrastive explanations from gradual semantics rankings
Advances in Artificial Intelligence – IBERAMIA 2024: 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13–15, 2024, Proceedings, Springer Nature 2025 : 250-261
Morveli-Espinoza, Mariela; Nieves, Juan Carlos
Improving locally differentially private graph statistics through sparseness-preserving noise-graph addition
Proceedings of the 11th International Conference on Information Systems Security and Privacy: Volume 2, SciTePress 2025 : 526-533
Paul, Sudipta; Salas, Julian; Torra, Vicenç
The promise of neuromorphic edge AI for rural environmental monitoring
Environmental Data Science, Cambridge University Press 2025, Vol. 3
Aral, Atakan
A stratified review of COVID-19 infection forecasting and an efficient methodology using multiple domain-based transfer learning
Expert systems with applications, Elsevier 2025, Vol. 262
Kumar, Sandeep; Garg, Sonakshi; Muhuri, Pranab K.
Human-AI coevolution
Artificial Intelligence, Elsevier 2025, Vol. 339
Pedreschi, Dino; Pappalardo, Luca; Ferragina, Emanuele; et al.
How ChatGPT changed the media’s narratives on AI: a semi-automated narrative analysis through frame semantics
Minds and Machines, Springer Nature 2025, Vol. 35, (1)
Ryazanov, Igor; Öhman, Carl; Björklund, Johanna
One-class anomaly detection through color-to-thermal AI for building envelope inspection
Energy and Buildings, Elsevier 2025, Vol. 328
Kurtser, Polina; Feng, Kailun; Olofsson, Thomas; et al.
Mitigating prototype shift: few-shot nested named entity recognition with prototype-attention contrastive learning
Expert systems with applications, Elsevier 2025, Vol. 268
Ming, Hong; Yang, Jiaoyun; Liu, Shuo; et al.
Uncoordinated syntactic privacy: a new composable metric for multiple, independent data publishing
IEEE Transactions on Information Forensics and Security, IEEE 2025, Vol. 20 : 3362-3373
Nicolau, Adrian Tobar; Parra-Arnau, Javier; Forne, Jordi; et al.
AI-driven analyzes of open-ended responses to assess outcomes of internet-based cognitive behavioral therapy (ICBT) in adolescents with anxiety and depression comorbidity
Journal of Affective Disorders, Elsevier 2025, Vol. 381 : 659-668
Garcia, Danilo; Granjard, Alexandre; Vanhée, Loïs; et al.
The need for accuracy and smoothness in numerical simulations
Parallel Processing and Applied Mathematics: 15th International Conference, PPAM 2024, Revised Selected Papers,  Part I, Springer Nature 2025 : 3-16
Kjelgaard Mikkelsen, Carl Christian; López-Villellas, Lorién
Value-based decision-making in software agents: a systematic literature review
Value Engineering in Artificial Intelligence - 2nd International Workshop, VALE 2024, Revised Selected Papers, Springer Science+Business Media B.V. 2025 : 137-154
Guerrero Rosero, Esteban; Tzeng, Sz-Ting; Pastrav, Cezara; et al.
Context matters: contextual value-based deliberation in water consumption scenarios
Value Engineering in Artificial Intelligence - 2nd International Workshop, VALE 2024, Revised Selected Papers, Springer Science+Business Media B.V. 2025 : 208-222
Oliva-Felipe, Luis; Lobo, Inês; McKinlay, Jack; et al.
Concept drift detection using ensemble of integrally private models
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Revised Selected Papers, Part V, Springer 2025 : 290-304
Varshney, Ayush K.; Torra, Vicenç
Unlearning clients, features and samples in vertical federated learning
Proceedings on Privacy Enhancing Technologies, Privacy Enhancing Technologies Symposium Advisory Board 2025, Vol. 2025, (2) : 39-53
Varshney, Ayush K.; Vandikas, Konstantinos; Torra, Vicenç
Structured regularization with object size selection using mathematical morphology
Pattern Analysis and Applications, Springer Nature 2025, Vol. 28
Lin, Disi; Hägg, Linus; Wadbro, Eddie; et al.
Pioneering eco-efficiency in cloud computing: a carbon-conscious reinforcement learning approach to federated learning
IEEE Internet of Things Journal, IEEE 2025, Vol. 12, (7) : 8958-8979
Seo, Eunil; Elmroth, Erik
Probabilistic metric space for machine learning: data and model spaces
Report / UMINF, 25.05
Taha, Mariam
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Latest update: 2021-11-02