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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.

Shape optimization for the strong routing of light in periodic diffraction gratings
Journal of Computational Physics, Elsevier 2023, Vol. 472
Araujo-Cabarcas, Juan Carlos; Engström, Christian; Wadbro, Eddie
Modal laminar–turbulent transition delay by means of topology optimization of superhydrophobic surfaces
Computer Methods in Applied Mechanics and Engineering, Elsevier 2023, Vol. 403
Nobis, Harrison; Schlatter, Philipp; Wadbro, Eddie; et al.
Mapping drainage ditches in forested landscapes using deep learning and aerial laser scanning
Journal of irrigation and drainage engineering, American Society of Civil Engineers (ASCE) 2023, Vol. 149, (3)
Lidberg, William; Paul, Siddhartho Shekhar; Westphal, Florian; et al.
Existence and uniqueness of solutions of differential equations with respect to non-additive measures
Mathematical methods in the applied sciences, John Wiley & Sons 2023, Vol. 46, (2) : 2174-2196
Negi, Shekhar Singh; Torra, Vicenç
A fuzzy rule based machine intelligence model for cherry red spot disease detection of human eyes in IoMT
Wireless networks, Springer 2023, Vol. 29, (1) : 247-265
Jena, Kalyan Kumar; Bhoi, Sourav Kumar; Mohapatra, Debasis; et al.
ML-MDS: Machine Learning based Misbehavior Detection System for Cognitive Software-defined Multimedia VANETs (CSDMV) in smart cities
Multimedia tools and applications, Springer 2023, Vol. 82, (3) : 3931-3951
Nayak, Rajendra Prasad; Sethi, Srinivas; Bhoi, Sourav Kumar; et al.
Proceedings of Umeå’s 26th Student Conference in Computing Science 2023 (USCCS 2023)
Report / UMINF, 23.01
Towards post-disaster damage assessment using deep transfer learning and GAN-based data augmentation
ICDCN '23: Proceedings of the 24th International Conference on Distributed Computing and Networking, ACM Digital Library 2023 : 372-377
Banerjee, Sourasekhar; Patel, Yashwant Singh; Kumar, Pushkar; et al.
E-learning course recommender system using collaborative filtering models
Electronics, MDPI 2023, Vol. 12, (1)
Jena, Kalyan Kumar; Bhoi, Sourav Kumar; Malik, Tushar Kanta; et al.
Transformer-based deep learning for predicting protein properties in the life sciences
eLIFE, eLife Sciences Publications 2023, Vol. 12
Chandra, Abel; Tünnermann, Laura; Löfstedt, Tommy; et al.
A comprehensive account of the burden of persuasion in abstract argumentation
Journal of logic and computation (Print)
Kampik, Timotheus; Gabbay, Dov; Sartor, Giovanni
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration
IEEE Transactions on Parallel and Distributed Systems, IEEE Computer Society 2022, Vol. 33, (3) : 523-535
Copik, Marcin; Grosser, Tobias; Hoefler, Torsten; et al.
The quest of parsimonious XAI: A human-agent architecture for explanation formulation
Artificial Intelligence, Elsevier 2022, Vol. 302
Mualla, Yazan; Tchappi, Igor; Kampik, Timotheus; et al.
A hybrid greedy randomized heuristic for designing uncertain transport network layout
Expert systems with applications, Elsevier 2022, Vol. 190
Hosseini, S. Ahmad; Wadbro, Eddie
The Emergence of Interactivity Fields and What it Means for HCI Research
Proceedings of the Future Technologies Conference (FTC) 2021, Volume 1, Springer Berlin/Heidelberg 2022 : 134-153
Janlert, Lars-Erik; Stolterman, Erik
Abstracting routes to their route-defining locations
Computers, Environment and Urban Systems, Elsevier 2022, Vol. 91
Teimouri, Fateme; Richter, Kai-Florian
Towards better process management in wastewater treatment plants: Process analytics based on SHAP values for tree-based machine learning methods
Journal of Environmental Management, Elsevier 2022, Vol. 301
Wang, Dong; Thunéll, Sven; Lindberg, Ulrika; et al.
Proceedings of Umeå's 25th Student Conference in Computing Science (USCCS 2022)
Report / UMINF, 22.01
Aggregation functions in decision engineering: ten necessary properties and parameter-directedness
Intelligent and fuzzy techniques for emerging conditions and digital transformation: Proceedings of the INFUS 2021 conference, held August 24-26, 2021. Volume 1, Springer 2022 : 173-181
Dujmović, Jozo; Torra, Vicenç
Score indices for hesitant fuzzy sets: generalized fuzzy integrals
Intelligent and fuzzy techniques for emerging conditions and digital transformation: proceedings of the INFUS 2021 conference, held August 24-26, 2021. Volume 1, Springer 2022 : 679-686
Narukawa, Yasuo; Torra, Vicenç
HiVG: A hierarchical indoor visibility-based graph for navigation guidance in multi-storey buildings
Computers, Environment and Urban Systems, Elsevier 2022, Vol. 93
Zhou, Zhiyong; Weibel, Robert; Richter, Kai-Florian; et al.
Dissecting Membership Inference Risk in Machine Learning
Cyberspace Safety and Security: 13th International Symposium, CSS 2021, Virtual Event, November 9–11, 2021, Proceedings, Springer 2022 : 36-54
Senavirathne, Navoda; Torra, Vicenç
A Formal Framework for Designing Boundedly Rational Agents
Proceedings of the 14th International Conference on Agents and Artificial Intelligence: Volume 3, SciTePress 2022 : 705-714
Brännström, Andreas; Kampik, Timotheus; Ruiz-Dolz, Ramon; et al.
A sociotechnical perspective for the future of AI: narratives, inequalities, and human control
Ethics and Information Technology, Springer 2022, Vol. 24, (1)
Sartori, Laura; Theodorou, Andreas
Changing Perspectives: Adaptable Interpretations of Norms for Agents
Multi-Agent-Based Simulation XXII: 22nd International Workshop, MABS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers, Springer 2022 : 139-152
Kammler, Christian; Dignum, Frank; Wijermans, Nanda; et al.
A k-Anonymised Federated Learning Framework with Decision Trees
Data Privacy Management, Cryptocurrencies and Blockchain Technology, Springer Science+Business Media B.V. 2022 : 106-120
Kwatra, Saloni; Torra, Vicenç
Incorporating Social Practices in Dialogue Systems
Chatbot Research and Design: 5th International Workshop, CONVERSATIONS 2021, Virtual Event, November 23–24, 2021, Revised Selected Papers, Springer 2022 : 108-123
Yildiz, Eren; Bensch, Suna; Dignum, Frank
Socially Aware Interactions: From Dialogue Trees to Natural Language Dialogue Systems
Chatbot Research and Design, Springer Science+Business Media B.V. 2022 : 124-140
Lobo, Inês; Rato, Diogo; Prada, Rui; et al.
Algorithm 1019: A Task-based Multi-shift QR/QZ Algorithm with Aggressive Early Deflation
ACM Transactions on Mathematical Software, Association for Computing Machinery (ACM) 2022, Vol. 48, (1) : 1-36
Myllykoski, Mirko
Air Handling Unit Explainability Using Contextual Importance and Utility
Mobile and Ubiquitous Systems: Computing, Networking and Services: 18th EAI International Conference, MobiQuitous 2021, Virtual Event, November 8-11, 2021, Proceedings, Springer 2022 : 513-519
Malhi, Avleen; Madhikermi, Manik; Huotari, Matti; et al.
Uncovering latency anomalies in 5G RAN - A combination learner approach
2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS), IEEE 2022 : 621-629
Sundqvist, Tobias; Bhuyan, Monowar H.; Elmroth, Erik
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing
IEEE Access, IEEE 2022, Vol. 10 : 23995-24009
Fouladgar, Nazanin; Alirezaie, Marjan; Främling, Kary
Viewpoint: Ethical By Designer - How to Grow Ethical Designers of Artificial Intelligence
The journal of artificial intelligence research, AI Access Foundation 2022, Vol. 73 : 619-631
Vanhée, Loïs; Borit, Melania
PSOwp: Particle Swarm Optimisation Without Panopticon to Evaluate Private Social Choice
Metaheuristics and Nature Inspired Computing, Springer Science+Business Media B.V. 2022 : 93-105
Torra, Vicenç; Galván, Edgar
Ethical implications of fairness interventions: what might be hidden behind engineering choices?
Ethics and Information Technology, Springer 2022, Vol. 24, (1)
Aler Tubella, Andrea; Barsotti, Flavia; Koçer, Rüya Gökhan; et al.
Toward Delicate Anomaly Detection of Energy Consumption for Buildings: Enhance the Performance From Two Levels
IEEE Access, IEEE 2022, Vol. 10 : 31649-31659
Wang, Dong; Enlund, Therese; Trygg, Johan; et al.
Topology optimization of unsteady flows using the spectral element method
Computers & Fluids, Elsevier 2022, Vol. 239
Nobis, Harrison; Schlatter, Philipp; Wadbro, Eddie; et al.
Sensitivity analysis of a coupled plasmonic problem
Report / UMINF, 22.04
Bokhari, Ahmad Hasnain; Wadbro, Eddie
On the Effects of Data Protection on Multi-database Data-Driven Models
Integrated Uncertainty in Knowledge Modelling and Decision Making: 9th International Symposium, IUKM 2022, Ishikawa, Japan, March 18–19, 2022, Proceedings, Springer 2022 : 226-238
Jiang, Lili; Torra, Vicenç
Ensuring reference independence and cautious monotony in abstract argumentation
International Journal of Approximate Reasoning, Elsevier 2022, Vol. 140 : 173-210
Kampik, Timotheus; Nieves, Juan Carlos; Gabbay, Dov
Material distribution-based topology optimization for wave propagation problems
Report / UMINF, 22.05
Bokhari, Ahmad Hasnain
Principle-based non-monotonic reasoning - from humans to machines
Report / UMINF, 22.02
Kampik, Timotheus
New oscillatory results for non-linear delay dynamic equations with super-linear neutral term
Applied Mathematics and Computation, Elsevier 2022, Vol. 412
Grace, Said R.; Negi, Shekhar Singh; Abbas, Syed
Contextual importance and utility: a theoretical foundation
AI 2021: Advances in Artificial Intelligence: 34th Australasian Joint Conference, AI 2021, Sydney, NSW, Australia, February 2–4, 2022, Proceedings, Cham: Springer Nature 2022 : 117-128
Främling, Kary
An appraisal transition system for event-driven emotions in agent-based player experience testing
Engineering multi-agent systems, Springer 2022 : 156-174
Ansari, Saba Gholizadeh; Prasetya, I.S.W.B.; Dastani, Mehdi; et al.
Interactions Between EIP on AHA Reference Sites and Action Groups to Foster Digital Innovation of Health and Care in European Regions
Clinical Interventions in Aging, Dove Medical Press 2022, Vol. 17 : 343-358
Illario, Maddalena; De Luca, Vincenzo; Onorato, Gabrielle; et al.
Δ-Choquet integral on time scales with applications
Chaos, Solitons & Fractals, Elsevier 2022, Vol. 157
Negi, Shekhar Singh; Torra, Vicenç
How fuzzy concepts contribute to machine learning
Studies in Fuzziness and Soft Computing, 416
Eftekhari, Mahdi; Mehrpooya, Adel; Saberi-Movahed, Farid; et al.
Improved N-Best Extraction with an Evaluation on Language Data
Computational linguistics - Association for Computational Linguistics (Print), MIT Press 2022, Vol. 48, (1) : 119-153
Björklund, Johanna; Drewes, Frank; Jonsson, Anna
Handling temporality in human activity reasoning
Journal of Intelligent & Fuzzy Systems, IOS Press 2022, Vol. 42, (5) : 4387-4398
Morveli-Espinoza, Mariela; Nieves, Juan Carlos; Tacla, Cesar Augusto
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Latest update: 2021-11-02