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Publikationer

Här nedan följer de 50 senaste publikationerna på institutionen för Datavetenskap.

Här nedan finner du de 50 senaste publikationerna på institutionen för Datavetenskap,
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Publikationer

[1]
K. Peng et al., "Referring Atomic Video Action Recognition," i Computer Vision – ECCV 2024 - 18th European Conference, Proceedings, 2025, s. 166-185.
[2]
A. Mahmoudi, "Toward Efficient Federated Learning over Wireless Networks : Novel Frontiers in Resource Optimization," Doktorsavhandling Stockholm : Kungliga Tekniska högskolan, TRITA-EECS-AVL, 2025:13, 2025.
[3]
A. S. Penamakuri, K. Chhatre och A. Jain, "Audiopedia : Audio QA with Knowledge," i International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2025, 2025.
[4]
N. Jansson et al., "Design of Neko—A Scalable High‐Fidelity Simulation Framework With Extensive Accelerator Support," Concurrency and Computation, vol. 37, no. 2, 2025.
[5]
I. A. Meer, "AI Assisted Mobility Management for Cellular Connected UAVs," Doktorsavhandling Sweden : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:10, 2025.
[6]
Y. Deng et al., "Joint Trajectory and Handover Management for UAVs Co-existing with Terrestrial Users : A Multi-Agent DRL Approach," , 2025.
[7]
A. Jaber, I. Koufos och M. Christopoulou, "A Comprehensive State-of-the-Art Review for Digital Twin : Cybersecurity Perspectives and Open Challenges," i Advances on P2P, Parallel, Grid, Cloud and Internet Computing : The 19th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2024), 2025, s. 78-98.
[8]
E. Listo Zec, "Decentralized deep learning in statistically heterogeneous environments," Doktorsavhandling Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:4, 2025.
[9]
A. Mehrpanah, E. Englesson och H. Azizpour, "On Spectral Properties of Gradient-Based Explanation Methods," i Computer Vision – ECCV 2024 - 18th European Conference, Proceedings, 2025, s. 282-299.
[10]
Y. Ju et al., "Dynamic Resource Management for In-Situ Techniques Using MPI-Sessions," i Recent advances in the message passing interface, EUROMPI 2024, 2025, s. 105-120.
[11]
J. Amilon och D. Gurov, "Deductively Verified Program Models for Software Model Checking," i Leveraging Applications of Formal Methods, Verification and Validation. Specification and Verification - 12th International Symposium, ISoLA 2024, Proceedings, 2025, s. 8-25.
[12]
K. Hammar och R. Stadler, "Intrusion Tolerance as a Two-Level Game," i Decision and Game Theory for Security - 15th International Conference, GameSec 2024, Proceedings, 2025, s. 3-23.
[13]
O. Stenhammar, G. Fodor och C. Fischione, "AI-aided Channel Prediction," i Artificial Intelligence for Future Networks, Mohammad A. Matin, Sotirios K. Goudos, George K. Karagiannidis red., : Wiley, 2025.
[14]
M. Mikša och J. Nordström, "A Generalized Method for Proving Polynomial Calculus Degree Lower Bounds," Journal of the ACM, vol. 71, no. 6, 2024.
[15]
A. Mahmoudi och E. Björnson, "Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks," i IEEE Global Communications Conference, 8–12 December 2024, Cape Town, South Africa, 2024.
[16]
E. Konuk et al., "A Framework for Assessing Joint Human-AI Systems Based on Uncertainty Estimation," i MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT X, 2024, s. 3-12.
[17]
J. Ekelund et al., "AI in Space for Scientific Missions : Strategies for Minimizing Neural-Network Model Upload," i 2024 IEEE 20TH INTERNATIONAL CONFERENCE ON E-SCIENCE, E-SCIENCE 2024, 2024.
[18]
T. Lindeberg, "A time-causal and time-recursive analogue of the Gabor transform," IEEE Transactions on Information Theory, s. 1-31, 2024.
[19]
B. Lindqvist och A. Podobas, "Algorithms for Fast Spiking Neural Network Simulation on FPGAs," IEEE Access, vol. 12, s. 150334-150353, 2024.
[20]
T. Horberg et al., "A Rose by Another Name? : Odor Misnaming is Associated with Linguistic Properties," Cognitive science, vol. 48, no. 10, 2024.
[21]
V. Petrov, D. Moltchanov och J. M. Jornet, "Accurate Channel Model for Near Field Terahertz Communications beyond 6G," i 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024, 2024, s. 781-785.
[22]
B. Deutschmann et al., "Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements," i 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024, 2024, s. 606-610.
[23]
O. Stenhammar, G. Fodor och C. Fischione, "A Comparison of Neural Networks for Wireless Channel Prediction," IEEE wireless communications, vol. 31, no. 3, s. 235-241, 2024.
[24]
E. Konuk et al., "A framework for assessing joint human-AI systems based on uncertainty estimation," i Miccai2024, 27Th International Conference On Medical Image Computing,  And Computer Assisted Intervention, Marrakesh, October 6-10, 2024, 2024.
[25]
N. Dayan, I.-O. Bercea och R. Pagh, "Aleph Filter: To Infinity in Constant Time," Proceedings of the VLDB Endowment, vol. 17, no. 11, s. 3644-3656, 2024.
[26]
M. Aghvamipanah et al., "Activity Recognition Protection for IoT Trigger-Action Platforms," i Proceedings - 9th IEEE European Symposium on Security and Privacy, Euro S and P 2024, 2024, s. 600-616.
[27]
X. Yan, S. Razavikia och C. Fischione, "A Novel Channel Coding Scheme for Digital Multiple Access Computing," i ICC 2024 - IEEE International Conference on Communications, 2024, s. 3851-3857.
[28]
V. Palmkvist, "Abstraction, Composition, and Resolvable Ambiguity in Programming Language Implementation," Doktorsavhandling Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:69, 2024.
[29]
F. Schmidt et al., "A Scalable System Architecture for Composition and Deployment of Machine Learning Models in Cognitive Behavioral Therapy," i 2024 IEEE International Conference on Digital Health (ICDH), 2024, s. 79-86.
[30]
V. Engström, G. Nebbione och M. Ekstedt, "A Metalanguage for Dynamic Attack Graphs and Lazy Generation," i ARES 2024 - 19th International Conference on Availability, Reliability and Security, Proceedings, 2024.
[31]
H. Teixeira De Castro et al., "A Model-based Approach for Assessing the Security of Cyber-Physical Systems," i ARES 2024 - 19th International Conference on Availability, Reliability and Security, Proceedings, 2024.
[32]
T. Westin et al., "An extended reality platform for inclusion of adults on the autism spectrum: A position paper," i 15th International Conference on Ambient Systems, Networks and Technologies Networks, ANT 2024 / The 7th International Conference on Emerging Data and Industry 4.0, EDI40 2024, 2024, s. 476-483.
[33]
M. Polverini et al., "Achieving Best-path Selection at Line Rate through the SRv6 Live-Live Behavior," i Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024, 2024.
[34]
E. Kennerland, B. Lindoff och E. Björnson, "Analysis of Quantization Noise Suppression Gains in Digital Phased Arrays," i 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings, 2024.
[35]
R. Glassey och A. Baltatzis, "Active Repos : Integrating Generative AI Workflows into GitHub," i ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education, 2024, s. 777-778.
[36]
S. G. E. Gökstorp et al., "Anomaly Detection in Security Logs using Sequence Modeling," i Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024, 2024.
[37]
A. Q. Khan et al., "A Taxonomy for Cloud Storage Cost," i Management of Digital EcoSystems - 15th International Conference, MEDES 2023, Revised Selected Papers, 2024, s. 317-330.
[38]
C. Linse och J. Lilliesköld, "Agile Transformation to an Agile Organization : A new form of organizing R&D," i R&D Management 2024 : Transforming Industries through Technology, 2024.
[39]
M. Andersson, F. Liu och S. Markidis, "Anderson Accelerated PMHSS for Complex-Symmetric Linear Systems," i 2024 SIAM Conference on Parallel Processing for Scientific Computing, PP 2024, 2024, s. 39-51.
[40]
T. Lanciano et al., "A Survey on the Densest Subgraph Problem and its Variants," ACM Computing Surveys, vol. 56, no. 8, 2024.
[41]
D. Hussain, "Accessibility Knowledge Viewed Through the Lens of the Stakeholders.," i HCSE24, 2024.
[42]
F. S. Samani och R. Stadler, "A Framework for dynamically meeting performance objectives on a service mesh," (Manuskript).
[43]
O. Kynman et al., "Analysis and Measurement of Key Performance Indicators for MIMO Antennas," i 18th European Conference on Antennas and Propagation, EuCAP 2024, 2024.
[44]
Z. Liao et al., "A Bibliometric Analysis of Scientific Publications on Eating Disorder Prevention in the Past Three Decades," Nutrients, vol. 16, no. 8, 2024.
[45]
T. Lindeberg, "Approximation properties relative to continuous scale space for hybrid discretizations of Gaussian derivative operators," , 2024.
[46]
C. Jiao, J. Liao och S. He, "An aberration-free line scan confocal Raman imager and type classification and distribution detection of microplastics," Journal of Hazardous Materials, vol. 470, 2024.
[47]
S. Ennadir et al., "A Simple and Yet Fairly Effective Defense for Graph Neural Networks," i AAAI Technical Track on Safe, Robust and Responsible AI Track, 2024, s. 21063-21071.
[48]
J.-H. Kim et al., "An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systems," IEEE Access, vol. 12, s. 41934-41941, 2024.
[49]
E. Shereen, K. Kazari och G. Dán, "A Reinforcement Learning Approach to Undetectable Attacks Against Automatic Generation Control," IEEE Transactions on Smart Grid, vol. 15, no. 1, s. 959-972, 2024.
[50]
J. Amilon et al., "An Exercise in Mind Reading: Automatic Contract Inference for Frama-C," i Guide to Software Verification with Frama-C: Core Components, Usages, and Applications, : Springer Nature, 2024.