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Here is the 50 latest publications at Department of Computer Science.

Below you will find the 50 latest publications at Department of Computer Science,
for a complete list use the link to DiVA .

Publications CS

F. Shahabsamani, "End-to-end performance prediction and automated resource management of cloud services," Doctoral thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:42, 2024.
F. S. Shahabsamani et al., "Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment," in IEEE/IFIP Network Operations and Management Symposium 6–10 May 2024 Seoul, South Korea, 2024.
J. Fredin Haslum et al., "Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation," in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 2024,, 2024, pp. 7723-7732.
O. Kynman et al., "Analysis and Measurement of Key Performance Indicators for MIMO Antennas," in 18th European Conference on Antennas and Propagation, EuCAP 2024, 2024.
H. Boström, "Example-Based Explanations of Random Forest Predictions," in Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Proceedings, 2024, pp. 185-196.
G. Schieffer et al., "Boosting the Performance of Object Tracking with a Half-Precision Particle Filter on GPU," in Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28 – September 1, 2023, Revised Selected Papers, 2024, pp. 294-305.
H. Ghasemirahni et al., "Deploying Stateful Network Functions Efficiently using Large Language Models," in EuroMLSys 2024 - Proceedings of the 2024 4th Workshop on Machine Learning and Systems, 2024, pp. 28-38.
A. Buwaider et al., "Extended reality in cranial and spinal neurosurgery – a bibliometric analysis," Acta Neurochirurgica, vol. 166, no. 1, 2024.
D. Wang et al., "FPGA-Based HPC for Associative Memory System," in 29TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2024, 2024, pp. 52-57.
J. Pedersen, J. Conradt and T. Lindeberg, "Covariant spatio-temporal receptive fields for neuromorphic computing," , 2024.
C. Matsoukas, "Artificial Intelligence for Medical Image Analysis with Limited Data," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:48, 2024.
S.-F. Horchidan et al., "Crayfish: Navigating the Labyrinth of Machine Learning Inference in Stream Processing Systems," in Advances in Database Technology - EDBT, 2024, pp. 676-689.
Y. K. Tun et al., "Collaborative Computing Services at Ground, Air, and Space : An Optimization Approach," IEEE Transactions on Vehicular Technology, vol. 73, no. 1, pp. 1491-1496, 2024.
T. Lindeberg, "Discrete approximations of Gaussian smoothing and Gaussian derivatives," Journal of Mathematical Imaging and Vision, 2024.
F. Liu, "High Performance Computing for the Optimization of Radiation Therapy Treatment Plans," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:35, 2024.
M. Karp, "Direct Numerical Simulation of Turbulence on Heterogenous Computer Systems : Architectures, Algorithms, and Applications," Doctoral thesis Stockholm, Sweden : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:36, 2024.
S. Ennadir et al., "A Simple and Yet Fairly Effective Defense for Graph Neural Networks," in AAAI Technical Track on Safe, Robust and Responsible AI Track, 2024, pp. 21063-21071.
Y. You, Q. Xu and C. Fischione, "Hierarchical Online Game-Theoretic Framework for Real-Time Energy Trading in Smart Grid," IEEE Transactions on Smart Grid, vol. 15, no. 2, pp. 1634-1645, 2024.
A. Rauniyar et al., "Federated Learning for Medical Applications : A Taxonomy, Current Trends, Challenges, and Future Research Directions," IEEE Internet of Things Journal, vol. 11, no. 5, pp. 7374-7398, 2024.
F. Heiding et al., "Devising and Detecting Phishing Emails Using Large Language Models," IEEE Access, vol. 12, pp. 42131-42146, 2024.
J.-H. Kim et al., "An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systems," IEEE Access, vol. 12, pp. 41934-41941, 2024.
J.-Y. Jeong, M. Özger and W.-H. Lee, "Compressed Sensing Verses Auto-Encoder : On the Perspective of Signal Compression and Restoration," IEEE Access, vol. 12, pp. 41967-41979, 2024.
A. Hasselberg et al., "Cliffhanger : An Experimental Evaluation of Stateful Serverless at the Edge," in 2024 19th Wireless On-Demand Network Systems and Services Conference, 2024, pp. 41-48.
E. Shereen, K. Kazari and G. Dán, "A Reinforcement Learning Approach to Undetectable Attacks Against Automatic Generation Control," IEEE Transactions on Smart Grid, vol. 15, no. 1, pp. 959-972, 2024.
S. Zojaji, A. Matviienko and C. Peters, "Exploring the Influence of Co-Present and Remote Robots on Persuasiveness and Perception of Politeness," in HRI '24: Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024, pp. 1204-1208.
J. E. Mold et al., "Clonally heritable gene expression imparts a layer of diversity within cell types," Cell systems, vol. 15, no. 2, pp. 149, 2024.
D. Massaro et al., "Direct numerical simulation of the turbulent flow around a Flettner rotor," Scientific Reports, vol. 14, no. 1, 2024.
C. Lidström, "Automated Deductive Verification of Safety-Critical Embedded Software," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:17, 2024.
J. Amilon et al., "An Exercise in Mind Reading: Automatic Contract Inference for Frama-C," in Guide to Software Verification with Frama-C: Core Components, Usages, and Applications, : Springer Nature, 2024.
Y. Khorsandmanesh, "Hardware Distortion-Aware Beamforming for MIMO Systems," Licentiate thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:16, 2024.
S. Katsikeas et al., "Empirical evaluation of a threat modeling language as a cybersecurity assessment tool," Computers & security (Print), vol. 140, 2024.
M. I. Andersson, F. Liu and S. Markidis, "Anderson Accelerated PMHSS for Complex-Symmetric Linear Systems," in Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing (PP), 2024, pp. 39-52.
S. Zojaji, "Embodying Politeness in Persuasive Humanoid Agents for Small Group Scenarios," Doctoral thesis Stockholm, Sweden : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:14, 2024.
M. A. Cenci and A. Kumar, "Cells, pathways, and models in dyskinesia research," Current Opinion in Neurobiology, vol. 84, 2024.
P. Verzelli, T. Tchumatchenko and J. Hellgren Kotaleski, "Editorial overview : Computational neuroscience as a bridge between artificial intelligence, modeling and data," Current Opinion in Neurobiology, vol. 84, 2024.
F. J. Pena et al., "DEEPAQUA : Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data," International Journal of Applied Earth Observation and Geoinformation, vol. 126, 2024.
F. Mallor et al., "In-Situ Analysis of Backflow Events and Their Relation to Separation in Wings Through Well-Resolved LES," in ERCOFTAC Series, : Springer Science and Business Media B.V., 2024, pp. 17-22.
Y. Liu, "Breast cancer risk assessment and detection in mammograms with artificial intelligence," Doctoral thesis Stockholm : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:2, 2024.
M. Bokaei et al., "Harmonic retrieval using weighted lifted-structure low-rank matrix completion," Signal Processing, vol. 216, 2024.