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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
Reinforced model selection for resource efficient anomaly detection in edge clouds
Future Generation Computer Systems, Elsevier 2026, Vol. 176
Forough, Javad; Bhuyan, Monowar; Elmroth, Erik
Ladder of intentions: unifying agent architectures for explainability and transferability
Explainable, trustworthy, and responsible ai and multi-agent systems: 7th international workshop, EXTRAAMAS 2025, revised selected papers, Cham: Springer 2026 : 127-146
Gimenez-Abalos, Victor; Tormos, Adrian; Edström, Filip; et al.
Social explainable AI: what is it and how to make it happen with CIU?
Explainable, trustworthy, and responsible AI and multi-agent Ssystems: 7th international workshop, EXTRAAMAS 2025, revised selected papers, Springer Science+Business Media B.V. 2026 : 58-63
Främling, Kary
Preface
Explainable, trustworthy,and responsible AI and multi-agent systems: 7th International workshop, EXTRAAMAS 2025
Calvaresi, Davide; Najjar, Amro; Omicini, Andrea; et al.
A novel deep learning framework for battery performance prediction over the operational lifespan
Journal of Energy Storage, Elsevier 2026, Vol. 143
Yar, Hikmat; Khan, Zulfiqar Ahmad; Hussain, Adnan; et al.
Towards a mixed reality companion to support nurses in medication management
Extended Reality: International Conference, XR Salento 2025, Otranto, Italy, June 17–20, 2025, Proceedings, Part VII, Cham: Springer Nature 2026 : 407-417
Blusi, Madeleine; Norberg, Helena; Persiani, Michele; et al.
From precision to perception: Human-in-the-loop evaluation of keyword extraction for internet-scale contextual advertising
Information Systems, Elsevier 2026, Vol. 138
Cai, Jingwen; Leckner, Sara; Björklund, Johanna
Contextual language processing: from formal transducers to contextual advertising
Report / UMINF, 26.01
Cai, Jingwen
Control flow integrity in practice: retrospectives, realities, and automated enforcement
Umeå: Umeå University 2026
Houy, Sabine
Efficient split learning with overlapping areas: handling distribution shift in multi-cell networks
IEEE Transactions on Networking, Institute of Electrical and Electronics Engineers (IEEE) 2026, Vol. 34 : 2834-2849
Rizwan, Atif; Han, Dong-Jun; Pervej, Ferdous; et al.
Applying organizational mining to discover agent systems from event data
Information Systems, Elsevier 2026, Vol. 138
Shen, Qingtan; Polyvyanyy, Artem; Lipovetzky, Nir; et al.
Explainable multi-modal fusion-based federated learning for mortality prediction in energy-constrained healthcare systems
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) 2026, Vol. 14 : 6146-6166
Bibi, Misbah; Ahmad, Rashid; Rizwan, Atif; et al.
Beyond a single mode: gan ensembles for diverse medical data generation
Computer Methods and Programs in Biomedicine, Elsevier 2026, Vol. 277
Tronchin, Lorenzo; Löfstedt, Tommy; Soda, Paolo; et al.
Systemic predictive and prescriptive maintenance
Applied Sciences, MDPI 2026, Vol. 16, (2)
Löfstrand, Magnus; Eklund, Patrik
Is addiction research addicted to artificial intelligence?: mapping the intersection of artificial intelligence, substance use and mental health through a bibliometric analysis
Drug and Alcohol Review, John Wiley & Sons 2026, Vol. 45, (1)
Vanhée, Loïs; Scarpa, Simone
How to quickly select good in-context examples in large language models for data-to-text tasks?
Natural Language Processing, Cambridge University Press 2026, Vol. 32, (1) : 1-35
Li, Yulong; Yang, Jiaoyun; Jiang, Lili; et al.
Navigating the global politics of artificial intelligence and healthcare
Global (Dis)Order International Policy Programme
Tucker, Jason
Implementing agents in JavaScript
Agents and multi-agent systems development: platforms, toolkits, and technologies, Cham: Springer 2026 : 121-143
Kampik, Timotheus
Mapping memory-biased dynamics with compact models reveals overlapping communities in large networks
Journal of Physics: Complexity, Institute of Physics Publishing (IOPP) 2026, Vol. 7, (1)
Lindström, Maja; Sahasrabuddhe, Rohit; Holmgren, Anton; et al.
AI-enhanced interactive storytelling: supporting executive functions and cultural learning through participatory design
HAI '25: Proceedings of the 13th international conference on human-agent interaction, Association for Computing Machinery (ACM) 2026 : 353-356
Leonelli, Gabriele; Güneysu Özgür, Arzu
Strength change explanations in quantitative argumentation
AAMAS 2026: Proceedings of the 25th international conference on autonomous agents and multiagent systems
Kampik, Timotheus; Yin, Xiang; Potyka, Nico; et al.
Enhancing robot understandability: a model to estimate varying levels of discrepancy
International Journal of Social Robotics, Springer Nature 2026, Vol. 18
Kumar, Shikhar; Edan, Yael; Bensch, Suna
Transcending classical boundaries: choice and its equivalences
Annals of Pure and Applied Logic, Elsevier 2026, Vol. 177, (7)
Ganguly, Arunavo; Tarafder, Sourav
Characteristics of digital twins to visualize, monitor and predict outcomes on participation in meaningful activities
Frontiers in Psychiatry, Frontiers Media S.A. 2026, Vol. 16
Kaelin, Vera C.; Kilic, Kaan; Neely, Anna Stigsdotter; et al.
Unified theory of statistical moments beyond robustness
Information Sciences, Elsevier 2026, Vol. 740
Kiseľák, Jozef; Ontkovičová, Zuzana; Slovinská, Mária; et al.
Preface
Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XVIII: International Workshop, COINE 2025, Detroit, MI, USA, May 20, 2025, Revised Selected Papers, Cham: Springer 2026 : V-V
Tzeng, Sz-Ting; Dell’Anna, Davide; Sichman, Jaime Simão
Realistic image-to-image machine unlearning via decoupling and knowledge retention
Big Data Research, Elsevier 2026, Vol. 44
Varshney, Ayush K.; Torra, Vicenç
Efficient online application placement strategies in mobile edge clouds
Cloud Computing and Services Science - 14th International Conference, CLOSER 2024, Revised Selected Papers, Springer Science+Business Media B.V. 2026 : 98-123
Nguyen, Chanh Le Tan; Klein, Cristian; Elmroth, Erik
Toward detecting DDoS attacks in SDN with KD-KNN
Synergies in Data Analytics and Cyber Security: Proceedings of the International Conference, DACS 2024, Springer 2026 : 669-681
Sahoo, Debashis; Sahoo, Kshira Sagar; Balabantaray, Rakesh Chandra; et al.
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.
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Latest update: 2021-11-02