Publikationer

Här hittar du de senaste publikationerna vid institutionen för datavetenskap.

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

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