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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.

Change in quantitative bipolar argumentation: sufficient, necessary, and counterfactual explanations
International Journal of Approximate Reasoning, Amsterdam: Elsevier 2024, Vol. 164
Kampik, Timotheus; Čyras, Kristijonas; Alarcón, José Ruiz
Japanese encephalitis symptom prediction using machine learning algorithm
Intelligent systems: proceedings of 3rd international conference on machine learning, IOT and big data (ICMIB 2023), Singapore: Springer 2024 : 99-112
Ranjan, Piyush; Mishra, Sushruta; Swain, Tridiv; et al.
Smart skin-proto: a mobile skin disorders recognizer model
Intelligent systems: proceedings of 3rd international conference on machine learning, IoT and big data (ICMIB 2023), Singapore: Springer 2024 : 113-121
Mishra, Sushruta; Suman, Shubham; Nandi, Aritra; et al.
Max-type reliability in uncertain post-disaster networks through the lens of sensitivity and stability analysis
Expert systems with applications, Elsevier 2024, Vol. 241
Hosseini, Ahmad
Few-shot anomaly detection in text with deviation learning
Neural Information Processing. ICONIP 2023, Singapore: Springer 2024 : 425-438
Das, Anindya Sundar; Ajay, Aravind; Saha, Sriparna; et al.
How to teach responsible AI in Higher Education: challenges and opportunities
Ethics and Information Technology, Springer Nature 2024, Vol. 26, (1)
Aler Tubella, Andrea; Mora-Cantallops, Marçal; Nieves, Juan Carlos
Proceedings of Umeå's 27th Student Conference in Computing: USCCS 2024
Report / UMINF, 24.01
Bensch, Suna
Efficient anomaly detection for edge clouds: mitigating data and resource constraints
Forough, Javad; Haddadi, Hamed; Bhuyan, Monowar H.; et al.
Machine learning for anomaly detection in edge clouds
Report / UMINF, 24.02
Forough, Javad
NLP methods for improving user rating systems in crowdsourcing forums and speech recognition of less resourced languages
Report / UMINF, 23.09
Woldemariam, Yonas Demeke
A systematic overview of data federation systems
Semantic Web, IOS Press 2024, Vol. 15, (1) : 107-165
Gu, Zhenzhen; Corcoglioniti, Francesco; Lanti, Davide; et al.
Explaining graph convolutional network predictions for clinicians: an explainable AI approach to Alzheimer’s disease classification
Frontiers in Artificial Intelligence, Frontiers Media S.A. 2024, Vol. 6
Anjomshoae, Sule; Pudas, Sara
Topology optimization of a waveguide acoustic black hole for enhanced wave focusing
Journal of the Acoustical Society of America, Acoustical Society of America 2024, Vol. 155, (1) : 742-756
Mousavi, Abbas; Berggren, Martin; Hägg, Linus; et al.
Energy disaggregation risk resilience through microaggregation and discrete Fourier transform
Information Sciences, Elsevier 2024, Vol. 662
Adewole, Kayode S.; Torra, Vicenç
Forward-porting and its limitations in fuzzer evaluation
Information Sciences, Elsevier 2024, Vol. 662
Elahi, Haroon; Wang, Guojun
Machine learning applications for smart building energy utilization: a survey
Archives of Computational Methods in Engineering
Huotari, Matti; Malhi, Avleen; Främling, Kary
Do datapoints argue?: Argumentation for hierarchical agreement in datasets
Artificial Intelligence. ECAI 2023 International Workshops: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part II, Springer 2024 : 291-303
Bahuguna, Ayush; Haydar, Sajjad; Brännström, Andreas; et al.
Enhancing wayfinding and route learning: a human-centered study of route-defining locations algorithm
Behaviour & Information Technology
Teimouri, Fateme; Richter, Kai-Florian
A formal understanding of computational empathy in interactive agents
Cognitive Systems Research, Elsevier 2024, Vol. 85
Brännström, Andreas; Wester, Joel; Nieves, Juan Carlos
A note on Sugeno exponential function with respect to distortion
Applied Mathematics and Computation, Elsevier 2024, Vol. 470
Negi, Shekhar Singh; Torra, Vicenç
Clash of the explainers: argumentation for context-appropriate explanations
Artificial Intelligence. ECAI 2023: XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 – October 4, 2023, Proceedings, Part I, Springer 2024 : 7-23
Methnani, Leila; Dignum, Virginia; Theodorou, Andreas
Caregiver strategies supporting community participation among children and youth with or at risk for disabilities: a mixed-methods study
Frontiers in Pediatrics , Frontiers Media S.A. 2024, Vol. 12
Kaelin, Vera C.; Saluja, Shivani; Bosak, Dianna L.; et al.
Educating on spatial skills using a paper-folding-and-punched-hole videogame: gameplay data analysis
Frontiers in Education, Frontiers Media S.A. 2024, Vol. 9
Garcia-Segarra, Pablo; Santamarta, Vicent; Falomir, Zoe
Datalog rewritability and data complexity of ALCHOIQ with closed predicates
Artificial Intelligence, Elsevier 2024, Vol. 330
Lukumbuzya, Sanja; Ortiz, Magdalena; Šimkus, Mantas
Machine learning in cartography
Cartography and Geographic Information Science, Taylor & Francis 2024, Vol. 51, (1) : 1-19
Harrie, Lars; Touya, Guillaume; Oucheikh, Rachid; et al.
PromptStream: self-supervised news story discovery using topic-aware article representations
The 2024 joint international conference on computational linguistics, language resources and evaluation (LREC-COLING 2024), Torino, Italy, May 20-25, 2024
Hatefi, Arezoo; Eklund, Anton; Forsman, Mona
Deep learning for news topic identification in limited supervision and unsupervised settings
Report / UMINF, 24.04
Hatefi, Arezoo
Gender and representation: investigations of bias in natural language processing
Report / UMINF
Devinney, Hannah
A shift in artistic practices through artificial intelligence
Leonardo: Journal of the International Society for the Arts, Sciences and Technology, MIT Press 2024 : 293-297
Tatar, Kivanç; Ericson, Petter; Cotton, Kelsey; et al.
Fast parallel hypertree decompositions in logarithmic recursion depth
ACM Transactions on Database Systems, ACM Digital Library 2024, Vol. 49, (1)
Gottlob, Georg; Lanzinger, Matthias; Okulmus, Cem; et al.
Evaluating the performance of FedCLUS algorithm using FedCI: a new federated cluster validity metric
SN Computer Science, Springer 2024, Vol. 5, (4)
Sharma, Shachi; Gupta, Sargam
The effects of observing robotic ostracism on children's prosociality and basic needs
HRI '24: Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, Association for Computing Machinery (ACM) 2024 : 157-166
Correia, Filipa; Neto, Isabel; Paulo, Soraia; et al.
Thesis Proposal: Detecting Agency Attribution
Proceedings of the 18th conference of the European chapter of the association for computational linguistics: student research workshop, Association for Computational Linguistics (ACL) 2024 : 208-214
Ryazanov, Igor; Björklund, Johanna
"I'm not touching you. It's the robot!": inclusion through a touch-based robot among mixed-visual ability children
HRI '24: Proceedings of the 2024 ACM/IEEE international conference on Human-Robot interaction, Association for Computing Machinery (ACM) 2024 : 511-521
Neto, Isabel; Hu, Yuhan; Correia, Filipa; et al.
Explainable machine learning models with privacy
Progress in Artificial Intelligence, Springer 2024, Vol. 13 : 31-50
Bozorgpanah, Aso; Torra, Vicenç
Deep perceptual similarity is adaptable to ambiguous contexts
Proceedings of the 5th Northern Lights Deep Learning Conference (NLDL), PMLR 233, 2024, Cambridge: PMLR 2024 : 212-219
Pihlgren, Gustav Grund; Sandin, Fredrik; Liwicki, Marcus
Few-shot nested named entity recognition
Knowledge-Based Systems, Elsevier 2024, Vol. 293
Ming, Hong; Yang, Jiaoyun; Gui, Fang; et al.
Integrally private model selection for support vector machine
Computer Security. ESORICS 2023 International Workshops: CyberICS, DPM, CBT, and SECPRE, The Hague, The Netherlands, September 25–29, 2023, Revised Selected Papers, Part I, Springer Nature 2024 : 249-259
Kwatra, Saloni; Varshney, Ayush K.; Torra, Vicenç
Enhanced biometric template protection schemes for securing face recognition in IoT environment
IEEE Internet of Things Journal
Sardar, Alamgir; Umer, Saiyed; Rout, Ranjeet Kumar; et al.
Differentially private traffic flow prediction using transformers: a federated approach
Computer Security. ESORICS 2023 International Workshops: CyberICS, DPM, CBT, and SECPRE, The Hague, The Netherlands, September 25–29, 2023, Revised Selected Papers, Part I, Springer Nature 2024 : 260-271
Gupta, Sargam; Torra, Vicenç
Stable model semantics for description logic terminologies
Proceedings of the 38th AAAI conference on artificial intelligence, Association for the Advancement of Artificial Intelligence 2024 : 10484-10492
Di Stefano, Federica; Šimkus, Mantas
Responsible AI at work: incorporating human values
Handbook of artificial intelligence at work: interconnections and policy implications, Edward Elgar Publishing 2024 : 32-46
Theodorou, Andreas; Aler Tubella, Andrea
Exploring privacy-preserving models in model space
UMINF, 24.03
Varshney, Ayush K.
Edge orchestration for latency-sensitive applications
UMINF, 24.05
Rahmanian, Ali
Modeling the green cloud continuum: integrating energy considerations into cloud-edge models
Cluster Computing
Patel, Yashwant Singh; Townend, Paul; Singh, Anil; et al.
An intelligent IoT-based data analytics for freshwater recirculating aquaculture system
IEEE Internet of Things Journal, IEEE 2024, Vol. 11, (3) : 4206-4217
Singh, Munesh; Sahoo, Kshira Sagar; Gandomi, Amir H.
Gatelock: input-dependent key-based locked gates for sat resistant logic locking
IEEE Transactions on Very Large Scale Integration (vlsi) Systems, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 32, (2) : 361-371
Rathor, Vijaypal Singh; Singh, Munesh; Sahoo, Kshira Sagar; et al.
General framework for re-assuring numerical reliability in parallel Krylov solvers: a case of bi-conjugate gradient stabilized methods
The international journal of high performance computing applications, Sage Publications 2024, Vol. 38, (1) : 17-33
Iakymchuk, Roman; Graillat, Stef; Aliaga, José I.
Kettle logic in abstract argumentation
Journal of logic and computation (Print), Oxford University Press 2024, Vol. 34, (3) : 528-556
Kampik, Timotheus
PX-MBT: A framework for model-based player experience testing
Science of Computer Programming, Elsevier 2024, Vol. 236
Gholizadeh Ansari, Saba; Prasetya, I.S.W.B.; Dastani, Mehdi; et al.
See more publications
Latest update: 2021-11-02