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Umeå universitet
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Publikationer

Här hittar du de senaste publikationerna vid institutionen för datavetenskap.

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
NeuProNet: neural profiling networks for sound classification
Neural Computing & Applications
Tran, Khanh-Tung; Vu, Xuan-Son; Nguyen, Khuong; et al.
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
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
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
Exploring privacy-preserving models in model space
UMINF, 24.03
Varshney, Ayush K.
CVF: Cross-Video Filtration on the Edge
ACM Multimedia Systems Conference 2024 (MMSys ’24), Bari, Italy, April 15-18, 2024
Rahmanian, Ali; Amin, Siddharth; Gustafsson, Harald; et al.
Edge orchestration for latency-sensitive applications
UMINF, 24.04
Rahmanian, Ali
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.
Modeling the green cloud continuum: integrating energy considerations into cloud-edge models
Cluster Computing
Patel, Yashwant Singh; Townend, Paul; Singh, Anil; 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
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
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
Bensch, Suna
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.
Data privacy: state of the art
Transactions on Data Privacy, University of Skövde 2023, Vol. 16, (1) : 1-2
Torra, Vicenç; Domingo-Ferrer, Josep
Self-adaptive privacy concern detection for user-generated content
Computational linguistics and intelligent text processing: 19th International Conference on CiCLing 2018, Hanoi, Vietnam, March 18-24, 2018Revised selected papers, part 1, Springer Science+Business Media B.V. 2023 : 153-167
Vu, Xuan-Son; Jiang, Lili
Variable Autonomy for Human-Robot Teaming (VAT)
HRI '23: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, ACM Digital Library 2023 : 932-932
Chiou, Manolis; Booth, Serena; Lacerda, Bruno; et al.
Towards measuring fairness for local differential privacy
Data privacy management, cryptocurrencies and blockchain technology: ESORICS 2022 international workshops, DPM 2022 and CBT 2022, Copenhagen, Denmark, September 26–30, 2022, revised selected papers, Springer 2023 : 19-34
Salas, Julián; Torra, Vicenç; Megías, David
Intent-driven orchestration: enforcing service level objectives for cloud native deployments
SN Computer Science, Springer Nature 2023, Vol. 4, (3)
Metsch, Thijs; Viktorsson, Magdalena; Hoban, Adrian; et al.
dpUGC: learn differentially private representation for user generated contents
Computational linguistics and intelligent text processing: 20th international conference, CICLing 2019, La Rochelle, France, April 7–13, 2019, revised selected papers, part I, Springer 2023 : 316-331
Vu, Xuan-Son; Tran, Son N.; Jiang, Lili
Machine learning-based diagnostics and observability in mobile networks
Report / UMINF, 23.02
Sundqvist, Tobias
Senast uppdaterad: 2021-11-04