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

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

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

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.

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.

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

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.

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

Differentially private traffic flow prediction using transformers: a federated approach

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

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.

Preprocessed spectral clustering with higher connectivity for robustness in real-world applications

International Journal of Computational Intelligence Systems, Springer Nature 2024, Vol. 17, (1)

Sadjadi, Fatemeh; Torra, Vicenç; Jamshidi, Mina

Representation of child and youth participation within the Unified Medical Language System (UMLS)

Disability and Rehabilitation

Kaelin, Vera C.; Bosak, Dianna L.; Saluja, Shivani; et al.

Affect detection with explainable AI for time series

UMINF, 24.06

Fouladgar, Nazanin

The value of knowledge: joining reward and epistemic certainty optimisation for anxiety-sensitive planning

Autonomous agents and multiagent systems: best and visionary paper, Springer 2024 : 30-42

Gutsche, Linda; Vanhée, Loïs

Introduction

Proceedings of the workshop on computational approaches to language data pseudonymization (CALD-pseudo 2024), Association for Computational Linguistics 2024 : ii-iii

Volodina, Elena; Alfter, David; Dobnik, Simon; et al.

NeuProNet: neural profiling networks for sound classification

Neural Computing & Applications, Springer Nature 2024, Vol. 36, (11) : 5873-5887

Tran, Khanh-Tung; Vu, Xuan-Son; Nguyen, Khuong; et al.

Tree-based generation of restricted graph languages

International Journal of Foundations of Computer Science, World Scientific 2024, Vol. 35, (1 & 2) : 215-243

Björklund, Henrik; Björklund, Johanna; Ericson, Petter

Advances in machine learning for agricultural robots

Advances in agri-food robotics, Cambridge: Burleigh Dodds Science Publishing 2024 : 103-134

Kurtser, Polina; Lowry, Stephanie; Ringdahl, Ola

CVF: Cross-Video Filtration on the edge

MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference, Association for Computing Machinery (ACM) 2024 : 231-242

Rahmanian, Ali; Amin, Siddharth; Gustafsson, Harald; et al.

Who's in charge here? a survey on trustworthy AI in variable autonomy robotic systems

ACM Computing Surveys, Association for Computing Machinery (ACM) 2024, Vol. 56, (7)

Methnani, Leila; Chiou, Manolis; Dignum, Virginia; et al.

Learning, reasoning, and compositional generalisation in multimodal language models

Report / UMINF, 24.07

Dahlgren Lindström, Adam

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Latest update: 2021-11-02