Department of Information Technology
Department of Information Technology
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Artificial Intelligence (Artificiell intelligens)

  1. Learning deep autoregressive models for hierarchical data. Carl R. Andersson, Niklas Wahlström, and Thomas B. Schön. In IFAC PapersOnLine, pp 529-534, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  2. Atrial fibrillation risk prediction from the 12-lead electrocardiogram using digital biomarkers and deep representation learning. Shany Biton, Sheina Gendelman, Antônio Horta Ribeiro, Gabriela Miana, Carla Moreira, Antonio Luiz P Ribeiro, and Joachim A Behar. In The European Heart Journal - Digital Health, volume 2, number 4, pp 576-585, 2021. (DOI).
  3. Quantifying the Uncertainty of the Relative Geometry in Inertial Sensors Arrays. Håkan Carlsson, Isaac Skog, Thomas B. Schön, and Joakim Jaldén. In IEEE Sensors Journal, volume 21, number 17, pp 19362-19373, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Fulltext, fulltext:print).
  4. Gaussian Variational State Estimation for Nonlinear State-Space Models. Jarrad Courts, Adrian Wills, and Thomas B. Schön. In IEEE Transactions on Signal Processing, volume 69, pp 5979-5993, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  5. Variational State and Parameter Estimation. Jarrad Courts, Johannes Hendriks, Adrian Wills, Thomas B. Schön, and Brett Ninness. In IFAC PapersOnLine, pp 732-737, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  6. Bayes Control of Hammerstein Systems. Mina Ferizbegovic, Per Mattsson, Thomas B. Schön, and Håkan Hjalmarsson. In IFAC PapersOnLine, pp 755-760, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  7. Willems' fundamental lemma based on second-order moments. Mina Ferizbegovic, Hakan Hjalmarsson, Per Mattsson, and Thomas B. Schön. In 2021 60th IEEE Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 396-401, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  8. Deep State Space Models for Nonlinear System Identification. Daniel Gedon, Niklas Wahlström, Thomas B. Schön, and Lennart Ljung. In IFAC PapersOnLine, pp 481-486, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  9. First Steps Towards Self-Supervised Pretraining of the 12-Lead ECG. Daniel Gedon, Antônio Horta Ribeiro, Niklas Wahlström, and Thomas B. Schön. In 2021 Computing In Cardiology (CINC), Computing in Cardiology Conference, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  10. Learning a Deformable Registration Pyramid. Niklas Gunnarsson, Jens Sjölund, and Thomas B. Schön. In Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, volume 12587 of Lecture Notes in Computer Science, pp 80-86, Springer Nature, 2021. (DOI, fulltext:preprint).
  11. Accurate 3D Object Detection using Energy-Based Models. Fredrik K. Gustafsson, Martin Danelljan, and Thomas B. Schön. In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recogition Workshops (CVPRW 2021), IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp 2849-2858, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  12. Deep Energy-Based NARX Models. Johannes N. Hendriks, Fredrik K. Gustafsson, Antonio H. Ribeiro, Adrian G. Wills, and Thomas B. Schön. In IFAC PapersOnLine, pp 505-510, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  13. How convolutional neural networks deal with aliasing. Antônio Horta Ribeiro and Thomas B. Schön. In 2021 IEEE International Conference On Acoustics, Speech And Signal Processing (ICASSP 2021), pp 2755-2759, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  14. Advanced Processing of a Blade Vibratory Response Obtained With Tip Timing Method Using Hyperparameter-Free Sparse Estimation Method. Vsevolod Kharyton and Dave Zachariah. In , 2021.
  15. Deep neural network-estimated electrocardiographic age as a mortality predictor. Emilly M. Lima, Antônio Horta Ribeiro, Gabriela M. M. Paixao, Manoel Horta Ribeiro, Marcelo M. Pinto-Filho, Paulo R. Gomes, Derick M. Oliveira, Ester C. Sabino, Bruce B. Duncan, Luana Giatti, Sandhi M. Barreto, Wagner Meira Jr, Thomas B. Schön, and Antonio Luiz P. Ribeiro. In Nature Communications, volume 12, number 1, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  16. Scalable Belief Updating for Urban Air Quality Modeling and Prediction. Xiuming Liu, Edith Ngai, and Dave Zachariah. In ACM/IMS Transactions on Data Science, volume 2, number 1, pp 1-19, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  17. The Significance of Script Proportions in the Medieval Swedish Script. Lasse Mårtensson, Ekta Vats, and Anders Hast. In Arkiv för nordisk filologi, 2021.
  18. Electrocardiographic Predictors of Mortality: Data from a Primary Care Tele-Electrocardiography Cohort of Brazilian Patients. Gabriela M. M. Paixão, Emilly M. Lima, Paulo R. Gomes, Derick M. Oliveira, Manoel H. Ribeiro, Jamil S. Nascimento, Antônio Horta Ribeiro, Peter W. Macfarlane, and Antonio L. P. Ribeiro. In Hearts, volume 2, number 4, pp 449-458, 2021. (DOI).
  19. Beyond Occam's Razor in System Identification: Double-Descent when Modeling Dynamics. Antonio H. Ribeiro, Johannes N. Hendriks, Adrian G. Wills, and Thomas B. Schön. In IFAC PapersOnLine, volume 7 of IFAC PapersOnLine, pp 97-102, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  20. Universal probabilistic programming offers a powerful approach to statistical phylogenetics. Fredrik Ronquist, Jan Kudlicka, Viktor Senderov, Johannes Borgström, Nicolas Lartillot, Daniel Lundén, Lawrence M. Murray, Thomas B. Schön, and David Broman. In Communications Biology, volume 4, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  21. Cross-term-compensated gradient waveform design for tensor-valued diffusion MRI. Filip Szczepankiewicz and Jens Sjölund. In Journal of magnetic resonance, volume 328, 2021. (DOI, Fulltext, fulltext:print).
  22. Motion-compensated gradient waveforms for tensor-valued diffusion encoding by constrained numerical optimization. Filip Szczepankiewicz, Jens Sjölund, Erica Dall'Armellina, Sven Plein, Jürgen E. Schneider, Irvin Teh, and Carl-Fredrik Westin. In Magnetic Resonance in Medicine, volume 85, number 4, pp 2117-2126, John Wiley & Sons, 2021. (DOI, Fulltext, fulltext:print).
  23. Stochastic quasi-Newton with line-search regularisation. Adrian G. Wills and Thomas B. Schön. In Automatica, volume 127, Elsevier, 2021. (DOI).

Automatic Control (Reglerteknik)

  1. Atrial fibrillation risk prediction from the 12-lead electrocardiogram using digital biomarkers and deep representation learning. Shany Biton, Sheina Gendelman, Antônio Horta Ribeiro, Gabriela Miana, Carla Moreira, Antonio Luiz P Ribeiro, and Joachim A Behar. In The European Heart Journal - Digital Health, volume 2, number 4, pp 576-585, 2021. (DOI).
  2. Using augmented reality technology for balance training in the older adults: a feasibility pilot study. Sven Blomqvist, Stefan Seipel, and Maria Engstrom. In BMC Geriatrics, volume 21, number 1, BioMed Central (BMC), 2021. (DOI, Fulltext, fulltext:print).
  3. Stealthy Cyber-Attack Design Using Dynamic Programming. Sribalaji Coimbatore Anand and André M. H. Teixeira. In 2021 60th IEEE Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 3474-3479, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  4. Bayes Control of Hammerstein Systems. Mina Ferizbegovic, Per Mattsson, Thomas B. Schön, and Håkan Hjalmarsson. In IFAC PapersOnLine, pp 755-760, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  5. Willems' fundamental lemma based on second-order moments. Mina Ferizbegovic, Hakan Hjalmarsson, Per Mattsson, and Thomas B. Schön. In 2021 60th IEEE Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 396-401, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  6. A switching multiplicative watermarking scheme for detection of stealthy cyber-attacks. Riccardo M. G. Ferrari and André M. H. Teixeira. In IEEE Transactions on Automatic Control, volume 66, number 6, pp 2558-2573, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  7. Design of multiplicative watermarking against covert attacks. Alexander J. Gallo, Sribalaji Coimbatore Anand, André M. H. Teixeira, and Riccardo M. G. Ferrari. In 2021 60th IEEE CConference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 4176-4181, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  8. Advanced Processing of a Blade Vibratory Response Obtained With Tip Timing Method Using Hyperparameter-Free Sparse Estimation Method. Vsevolod Kharyton and Dave Zachariah. In , 2021.
  9. Scalable Belief Updating for Urban Air Quality Modeling and Prediction. Xiuming Liu, Edith Ngai, and Dave Zachariah. In ACM/IMS Transactions on Data Science, volume 2, number 1, pp 1-19, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  10. Robust localization in wireless networks from corrupted signals. Muhammad Osama, Dave Zachariah, Satyam Dwivedi, and Petre Stoica. In EURASIP Journal on Advances in Signal Processing, volume 2021, number 1, Springer, 2021. (DOI, Fulltext, fulltext:print).
  11. Electrocardiographic Predictors of Mortality: Data from a Primary Care Tele-Electrocardiography Cohort of Brazilian Patients. Gabriela M. M. Paixão, Emilly M. Lima, Paulo R. Gomes, Derick M. Oliveira, Manoel H. Ribeiro, Jamil S. Nascimento, Antônio Horta Ribeiro, Peter W. Macfarlane, and Antonio L. P. Ribeiro. In Hearts, volume 2, number 4, pp 449-458, 2021. (DOI).
  12. Sensor bias impact on efficient aeration control during diurnal load variations. Oscar Samuelsson, Gustaf Olsson, Erik Lindblom, Anders Björk, and Bengt Carlsson. In Water Science and Technology, volume 83, number 6, pp 1335-1346, 2021. (DOI, Fulltext, fulltext:print).
  13. Comparing Methods and Defining Practical Requirements for Extracting Harmonic Tidal Components from Groundwater Level Measurements. Daniel Schweizer, Vincent Ried, Gabriel C. Rau, Jonathan E. Tuck, and Petre Stoica. In Mathematical Geosciences, volume 53, number 6, pp 1147-1169, Springer, 2021. (DOI, Fulltext, fulltext:print).
  14. Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar. Xiaolei Shang, Jian Li, and Peter Stoica. In IEEE Journal on Selected Topics in Signal Processing, volume 15, number 4, pp 1041-1054, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  15. Information-theoretic waveform design for MIMO radar detection in range-spread clutter. Bo Tang and Petre Stoica. In Signal Processing, volume 182, Elsevier, 2021. (DOI, Fulltext).
  16. Coordinated Average EIRP Control of Radio Transmitters for EMF Exclusion Zone Computation. Torbjörn Wigren and Christer Tornevik. In IEEE Wireless Communications Letters, volume 10, number 9, pp 2075-2079, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, External link).
  17. Recursively Filtered MIMO Transmission With Quadratic Complexity. Torbjörn Wigren. In IEEE Wireless Communications Letters, volume 10, number 5, pp 929-933, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, External link).
  18. Hybrid observer with finite-memory output error correction for linear systems under intrinsic impulsive feedback. Diana Yamalova and Alexander Medvedev. In Nonlinear Analysis: Hybrid Systems, volume 41, 2021. (DOI).
  19. Doubling of a closed invariant curve in an impulsive Goodwin's oscillator with delay. Zhanybai T. Zhusubaliyev, Viktor Avrutin, and Alexander Medvedev. In Chaos, Solitons & Fractals, volume 153, Elsevier, 2021. (DOI).
  20. Impulsive Goodwin's Oscillator Model of Endocrine Regulation: Local Feedback Leads to Multistability. Zhanybai T. Zhusubaliyev, Alexander Medvedev, and Proskurnikov, Anton, V. In 2021 7TH INTERNATIONAL CONFERENCE ON EVENT BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP), IEEE, 2021. (DOI).

Computational Science (Tillämpad beräkningsvetenskap)

  1. The deal. II library, Version 9.3. Daniel Arndt, Wolfgang Bangerth, Bruno Blais, Marc Fehling, Rene Gassmoller, Timo Heister, Luca Heltai, Uwe Koecher, Martin Kronbichler, Matthias Maier, Peter Munch, Jean-Paul Pelteret, Sebastian Proell, Konrad Simon, Bruno Turcksin, David Wells, and Jiaqi Zhang. In Journal of Numerical Mathematics, volume 29, number 3, pp 171-186, Walter de Gruyter, 2021. (DOI).
  2. Sparse approximate matrix-matrix multiplication for density matrix purification with error control. Anton G. Artemov and Emanuel H. Rubensson. In Journal of Computational Physics, volume 438, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  3. Rapid development of cloud-native intelligent data pipelines for scientific data streams using the HASTE Toolkit. Ben Blamey, Salman Toor, Martin Dahlö, Håkan Wieslander, Philip J. Harrison, Ida-Maria Sintorn, Alan Sabirsh, Carolina Wählby, Ola Spjuth, and Andreas Hellander. In GigaScience, volume 10, number 3, pp 1-14, Oxford University Press, 2021. (DOI, Fulltext, fulltext:print).
  4. Numerical Simulations of Surface Quasi-Geostrophic Flows on Periodic Domains. Andrea Bonito and Murtazo Nazarov. In SIAM Journal on Scientific Computing, volume 43, number 2, pp B405-B430, Society for Industrial and Applied Mathematics, 2021. (DOI).
  5. A multiscale compartment-based model of stochastic gene regulatory networks using hitting-time analysis. Adrien Coulier, Stefan Hellander, and Andreas Hellander. In Journal of Chemical Physics, volume 154, number 18, American Institute of Physics (AIP), 2021. (DOI, Fulltext, External link, fulltext:print).
  6. Ptychographic wavefront characterization for single-particle imaging at x-ray lasers. Benedikt J. Daurer, Simone Sala, Max Hantke, Hemanth K.N. Reddy, Johan Bielecki, Zhou Shen, Carl Nettelblad, Martin Svenda, Tomas Ekeberg, Gabriella A. Carini, Philip Hart, Timur Osipov, Andrew Aquila, N. Duane Loh, Filipe R.N.C. Maia, and Pierre Thibault. In Optica, volume 8, number 4, pp 551-562, Optical Society of America, 2021. (DOI, Fulltext, External link, fulltext:print).
  7. Towards Confident Bayesian Parameter Estimation in Stochastic Chemical Kinetics. Stefan Engblom, Robin Eriksson, and Pedro Vilanova. In Numerical Mathematics and Advanced Applications ENUMATH 2019: European Conference, Egmond aan Zee, The Netherlands, September 30 - October 4, volume 139 of Lecture Notes in Computational Science and Engineering (LNCSE), pp 373-380, Springer Nature, 2021. (DOI).
  8. Mixed Precision Fermi-Operator Expansion on Tensor Cores from a Machine Learning Perspective. Joshua Finkelstein, Justin S. Smith, Susan M. Mniszewski, Kipton Barros, Christian F. A. Negre, Emanuel H. Rubensson, and Anders M. N. Niklasson. In Journal of Chemical Theory and Computation, volume 17, number 4, pp 2256-2265, American Chemical Society (ACS), 2021. (DOI).
  9. Quantum-Based Molecular Dynamics Simulations Using Tensor Cores. Joshua Finkelstein, Justin S. Smith, Susan M. Mniszewski, Kipton Barros, Christian F. A. Negre, Emanuel H. Rubensson, and Anders M. N. Niklasson. In Journal of Chemical Theory and Computation, volume 17, number 10, pp 6180-6192, American Chemical Society (ACS), 2021. (DOI).
  10. Deep-learning models for lipid nanoparticle-based drug delivery. Philip J. Harrison, Håkan Wieslander, Alan Sabirsh, Johan Karlsson, Victor Malmsjö, Andreas Hellander, Carolina Wählby, and Ola Spjuth. In Nanomedicine, volume 16, number 13, pp 1097-1110, Future Medicine, 2021. (DOI, Fulltext).
  11. An Evaluation of Container Security Vulnerability Detection Tools. Omar Javed and Salman Toor. In , pp 95-101, New York, United States, 2021. (DOI).
  12. Epidemiological modeling in StochSS Live!. Richard Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, and Linda Petzold. In Bioinformatics, volume 37, number 17, pp 2787-2788, Oxford University Press, 2021. (DOI, Fulltext, External link).
  13. Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators. Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, and Linda R. Petzold. In BMC Bioinformatics, volume 22, BioMed Central (BMC), 2021. (DOI, Fulltext, fulltext:print).
  14. Proactive Autoscaling for Edge Computing Systems with Kubernetes. Li Ju, Prashant Singh, and Salman Toor. In , Association for Computing Machinery (ACM), 2021. (DOI).
  15. Active Machine Learning Adversarial Attack Detection in the User Feedback Process. Victor R. Kebande, Sadi Alawadi, Feras M. Awaysheh, and Jan A. Persson. In IEEE Access, volume 9, pp 36908-36923, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Fulltext, fulltext:print).
  16. Digital forensic readiness intelligence crime repository. Victor R. Kebande, Nickson M. Karie, Kim-Kwang Raymond Choo, and Sadi Alawadi. In SECURITY AND PRIVACY, volume 4, number 3, John Wiley & Sons, 2021. (DOI, Fulltext).
  17. A next-generation discontinuous Galerkin fluid dynamics solver with application to high-resolution lung airflow simulations. Martin Kronbichler, Niklas Fehn, Peter Munch, Maximilian Bergbauer, Karl-Robert Wichmann, Carolin Geitner, Momme Allalen, Martin Schulz, and Wolfgang A. Wall. In SC21: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp 1-15, Association for Computing Machinery (ACM), St. Louis, MO, USA, 2021. (DOI).
  18. Jupyter Notebooks on GitHub: Characteristics and Code Clones. Malin Källén and Tobias Wrigstad. In The Art, Science, and Engineering of Programming, volume 5, number 3, 2021. (DOI, Fulltext, fulltext:print).
  19. Digital forensic readiness in operational cloud leveraging ISO/IEC 27043 guidelines on security monitoring. Sheunesu Makura, H.S. Venter, Victor R. Kebande, Nickson M. Karie, Richard A. Ikuesan, and Alawadi Sadi. In Security and Privacy Journal, volume 4, number 3, John Wiley & Sons, 2021. (DOI, Fulltext, fulltext:print).
  20. DecFL: An Ubiquitous Decentralized Model Training Protocol and Framework Empowered by Blockchain. Felix Morsbach and Salman Toor. In BSCI '21: Proceedings of the 3rd ACM International Symposium on Blockchain and Secure Critical Infrastructure, pp 61-70, 2021. (DOI).
  21. hyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential Equations. Peter Munch, Katharina Kormann, and Martin Kronbichler. In ACM Transactions on Mathematical Software, volume 47, number 4, pp 1-34, Association for Computing Machinery (ACM), 2021. (DOI).
  22. Localized inverse factorization. Emanuel H. Rubensson, Anton G. Artemov, Anastasia Kruchinina, and Elias Rudberg. In IMA Journal of Numerical Analysis, volume 41, number 1, pp 729-763, 2021. (DOI, Fulltext, fulltext:print).
  23. Training algorithm matters for the performance of neural network potential: A case study of Adam and the Kalman filter optimizers. Yunqi Shao, Florian M. Dietrich, Carl Nettelblad, and Chao Zhang. In Journal of Chemical Physics, volume 155, number 20, American Institute of Physics (AIP), 2021. (DOI, Fulltext, fulltext:print).
  24. Scalable machine learning-assisted model exploration and inference using Sciope. Prashant Singh, Fredrik Wrede, and Andreas Hellander. In Bioinformatics, volume 37, number 2, pp 279-281, Oxford University Press, 2021. (DOI, Fulltext, fulltext:print).
  25. The machine learning life cycle and the cloud: implications for drug discovery.. Ola Spjuth, Jens Frid, and Andreas Hellander. In Expert Opinion on Drug Discovery, volume 16, number 9, pp 1071-1079, Taylor & Francis, 2021. (DOI, Fulltext).
  26. A Least Squares Radial Basis Function Finite Difference Method with Improved Stability Properties. Igor Tominec, Elisabeth Larsson, and Alfa Heryudono. In SIAM Journal on Scientific Computing, volume 43, number 2, pp A1441-A1471, Society for Industrial and Applied Mathematics, 2021. (DOI).
  27. An unfitted RBF-FD method in a least-squares setting for elliptic PDEs on complex geometries. Igor Tominec and Eva Breznik. In Journal of Computational Physics, volume 436, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  28. Engineering students’ strategies to learn programming correlate with motivation and gender. Maria Weurlander and Kristina von Hausswolff. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  29. Practical thinking while learning to program – novices’ experiences and hands-on encounters. Kristina von Hausswolff. In Computer Science Education, volume 0, number 0, pp 1-25, Taylor & Francis, 2021. (DOI, Fulltext, fulltext:print).

Computer Architecture and Communication Systems

(Datorarkitektur och datorkommunikation)

  1. Reorder Buffer Contention: A Forward Speculative Interference Attack for Speculation Invariant Instructions. Pavlos Aimoniotis, Christos Sakalis, Magnus Sjalander, and Stefanos Kaxiras. In IEEE COMPUTER ARCHITECTURE LETTERS, volume 20, number 2, pp 162-165, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  2. Early Address Prediction: Efficient Pipeline Prefetch and Reuse. Ricardo Alves, Stefanos Kaxiras, and David Black-Schaffer. In ACM Transactions on Architecture and Code Optimization (TACO), volume 18, number 3, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  3. (How Much) Can Edge Computing Change Network Latency?. Lorenzo Corneo, Nitinder Mohan, Aleksandr Zavodovski, Walter Wong, Christian Rohner, Per Gunningberg, and Jussi Kangasharju. In 2021 IFIP Networking Conference (IFIP Networking), IFIP International Federation for Information Processing, pp 1-9, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  4. Cloudy with a chance of short RTTs: analyzing cloud connectivity in the internet. The Khang Dang, Nitinder Mohan, Lorenzo Corneo, Aleksandr Zavodovski, Jörg Ott, and Jussi Kangasharju. In IMC '21: Proceedings of the 21st ACM Internet Measurement Conference, pp 62-79, ACM Digital Library, 2021. (DOI).
  5. TSOPER: Efficient Coherence-Based Strict Persistency. Per Ekemark, Yuan Yao, Alberto Ros, Konstantinos Sagonas, and Stefanos Kaxiras. In 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA), International Symposium on High-Performance Computer Architecture : Proceedings, pp 125-138, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  6. ITSLF: Inter-Thread Store-to-Load Forwarding in Simultaneous Multithreading. Josue Feliu, Alberto Ros, Manuel E. Acacio, and Stefanos Kaxiras. In Proceedings of 54th Annual IEEE/ACM International Symposium on Microarchitecture, Micro 2021, International Symposium on Microarchitecture Proceedings, pp 1296-1308, Association for Computing Machinery (ACM), 2021. (DOI).
  7. Multi-Trace: Multi-level Data Trace Generation with the Cooja Simulator. Niclas Finne, Joakim Eriksson, Thiemo Voigt, George Suciu, Mari-Anais Sachian, JeongGil Ko, and Hossein Keipour. In 17th Annual International Conference On Distributed Computing In Sensor Systems  (DCOSS 2021), IEEE International Conference on Distributed Computing in Sensor Systems, pp 390-395, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  8. A Reusable Characterization of the Memory System Behavior of SPEC2017 and SPEC2006. Muhammad Hassan, Chang Hyun Park, and David Black-Schaffer. In ACM Transactions on Architecture and Code Optimization (TACO), volume 18, number 2, Association for Computing Machinery (ACM), 2021. (DOI).
  9. PLIO: Physical Layer Identification using One-shot Learning. Saptarshi Hazra, Thiemo Voigt, and Wenqing Yan. In 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), IEEE International Conference on Mobile Ad-hoc and Sensor Systems, pp 335-343, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  10. Efficient, Distributed, and Non-Speculative Multi-Address Atomic Operations. Eduardo Jose Gomez-Hernandez, Juan M. Cebrian, Ruben Titos-Gil, Stefanos Kaxiras, and Alberto Ros. In Proceedings of 54th Annual IEEE/ACM International Symposium on Microarchitecture, Micro 2021, International Symposium on Microarchitecture Proceedings, pp 337-349, Association for Computing Machinery (ACM), 2021. (DOI).
  11. JamSense: Interference and Jamming Classification for Low-power Wireless Networks. John Kanwar, Niclas Finne, Nicolas Tsiftes, Joakim Eriksson, Thiemo Voigt, Zhitao He, Christer Åhlund, and Saguna Saguna. In Proceedings of the 2021 13Th IFIP Wireless and Mobile Networking Conference (WMNC), Joint IFIP Wireless and Mobile Networking Conference, pp 9-16, IEEE, 2021. (DOI, fulltext:postprint).
  12. Defining and measuring probabilistic ego networks. Amin Kaveh, Matteo Magnani, and Christian Rohner. In Social Network Analysis and Mining, volume 11, 2021. (DOI, Fulltext).
  13. Generalizing Supervised Learning for Intrusion Detection in IoT Mesh Networks. Hossein Keipour, Saptarshi Hazra, Niclas Finne, and Thiemo Voigt. In Ubiquitous Security: First International Conference, UbiSec 2021, Guangzhou, China, December 28–31, 2021, Revised Selected Papers, volume 1557 of Communications in Computer and Information Science, pp 214-228, Springer, Singapore, 2021. (DOI, fulltext:postprint).
  14. Dataset: Enabling Offline Tuning of Fat Channel Communication. Konrad-Felix Krentz, Madhushanka Padmal, Bappaditya Mandal, Robin Augustine, and Thiemo Voigt. In Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems (SenSys '21), New York, NY, USA, 2021. (DOI).
  15. Reliable Flooding in Dense Backscatter-based Tag-to-Tag Networks. Dilushi Piumwardane, Christian Rohner, and Thiemo Voigt. In 2021 IEEE International Conference On RFID (RFID), IEEE International Conference on RFID, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  16. Novel Method of Temperature Modulation for Enhancing Catalytic Gas Sensor Selectivity. Denis Spirjakin, Alexander Baranov, Saba Akbari, C. T. Phong, and N. N. Tuan. In 2021 IEEE Sensors Applications Symposium (SAS), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  17. Passive Methane Gas Sensor Node. Denis Spirjakin, Alexander Baranov, and Saba Akbari. In 2021 IEEE Sensors Applications Symposium (SAS), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  18. SPA: Harnessing Availability in the AWS Spot Market. Walter Wong, Aleksandr Zavodovski, Lorenzo Corneo, Nitinder Mohan, and Jussi Kangasharju. In IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021), IEEE Conference on Computer Communications Workshops, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  19. Decentralizing Computation with Edge Computing: Potential and Challenges. Aleksandr Zavodovski, Lorenzo Corneo, Andreas Johnsson, Nitinder Mohan, Suzan Bayhan, Pengyuan Zhou, Walter Wong, and Jussi Kangasharju. In IWCI'21: Proceedings of the Interdisciplinary Workshop on (de) Centralization in the Internet, pp 34-36, 2021. (DOI).
  20. A Low-resolution infrared thermal dataset and potential privacy-preserving applications. Shuai Zhu, Thiemo Voigt, Daniel Perez-Ramirez, and Joakim Eriksson. In , 2021.

Computer Systems (Datorteknik)

  1. Deciding Reachability under Persistent x86-TSO. Parosh Abdulla, Mohamed Faouzi Atig, Ahmed Bouajjani, K. Narayan Kumar, and Prakash Saivasan. In Proceedings of the ACM on Programming Languages, volume 5, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  2. Solving Not-Substring Constraint with Flat Abstraction. Parosh Abdulla, Mohamed Faouzi Atig, Yu-Fang Chen, Bui Phi Diep, Lukas Holik, Denghang Hu, Wei-Lun Tsai, Zhillin Wu, and Di-De Yen. In Programming Languages And Systems,  APLAS 2021, Lecture Notes in Computer Science, pp 305-320, Springer Nature, 2021. (DOI).
  3. The Decidability of Verification under PS 2.0. Parosh Aziz Abdulla, Mohamed Faouzi Atig, Adwait Godbole, S. Krishna, and Viktor Vafeiadis. In Programming Languages And Systems, ESOP 2021, Lecture Notes in Computer Science, pp 1-29, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  4. Reorder Buffer Contention: A Forward Speculative Interference Attack for Speculation Invariant Instructions. Pavlos Aimoniotis, Christos Sakalis, Magnus Sjalander, and Stefanos Kaxiras. In IEEE COMPUTER ARCHITECTURE LETTERS, volume 20, number 2, pp 162-165, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  5. Early Address Prediction: Efficient Pipeline Prefetch and Reuse. Ricardo Alves, Stefanos Kaxiras, and David Black-Schaffer. In ACM Transactions on Architecture and Code Optimization (TACO), volume 18, number 3, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  6. A Scientometric Journey Through the FIE Bookshelf: 1982-2020. Mikko Apiola, Matti Tedre, Sonsoles Lopez-Pernas, Mohammed Saqr, Mats Daniels, and Arnold Pears. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  7. Interpolating bit-vector formulas using uninterpreted predicates and Presburger arithmetic. Peter Backeman, Philipp Rümmer, and Aleksandar Zeljic. In Formal methods in system design, volume 57, number 2, pp 121-156, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  8. Graceful Degradation in Semi-Clairvoyant Scheduling. Sanjoy Baruah and Pontus Ekberg. In 33rd Euromicro Conference on Real-Time Systems (ECRTS 2021), volume 196 of Leibniz International Proceedings in Informatics (LIPIcs), pp 9:1-9:21, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2021. (DOI, Fulltext, fulltext:print).
  9. Petri Net Invariant Synthesis. Peter Chini and Florian Furbach. In Networked Systems, NETYS 2021, volume 12754 of Lecture Notes in Computer Science, pp 187-205, Springer, 2021. (DOI).
  10. (How Much) Can Edge Computing Change Network Latency?. Lorenzo Corneo, Nitinder Mohan, Aleksandr Zavodovski, Walter Wong, Christian Rohner, Per Gunningberg, and Jussi Kangasharju. In 2021 IFIP Networking Conference (IFIP Networking), IFIP International Federation for Information Processing, pp 1-9, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  11. Surrounded by the Clouds: A Comprehensive Cloud Reachability Study. Lorenzo Corneo, Maximilian Eder, Nitinder Mohan, Aleksandr Zavodovski, Suzan Bayhan, Walter Wong, Per Gunningberg, Jussi Kangasharju, and Joerg Ott. In Proceedings Of The World Wide Web Conference 2021 (WWW 2021), pp 295-304, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  12. Timing-Anomaly Free Dynamic Scheduling of Periodic DAG Tasks with Non-Preemptive Nodes. Gaoyang Dai, Morteza Mohaqeqi, and Yi Wang. In 2021 IEEE 27th International Conference On Embedded And Real-Time Computing Systems And Applications (RTCSA 2021), IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, pp 119-128, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  13. Cloudy with a chance of short RTTs: analyzing cloud connectivity in the internet. The Khang Dang, Nitinder Mohan, Lorenzo Corneo, Aleksandr Zavodovski, Jörg Ott, and Jussi Kangasharju. In IMC '21: Proceedings of the 21st ACM Internet Measurement Conference, pp 62-79, ACM Digital Library, 2021. (DOI).
  14. Flexible Mixed-Criticality Scheduling with Dynamic Slack Management. Xinyang Dong, Gang Chen, Mingsong Lv, Weiguang Pang, and Yi Wang. In Journal of Circuits, Systems and Computers, volume 30, number 10, World Scientific, 2021. (DOI, Fulltext, fulltext:print).
  15. Scheduling and analysis of real-time task graph models with nested locks. He Du, Xu Jiang, Mingsong Lv, Tao Yang, and Yi Wang. In Journal of systems architecture, volume 114, Elsevier, 2021. (DOI).
  16. Distributed Ledgers for Distributed Edge: Are we there yet?. Leo Eichhorn, Tanya Shreedhar, Aleksandr Zavodovski, and Nitinder Mohan. In IWCI'21: Proceedings of the Interdisciplinary Workshop on (de) Centralization in the Internet, pp 26-33, 2021. (DOI).
  17. Partitioned Scheduling of Recurrent Real-Time Tasks. Pontus Ekberg and Sanjoy Baruah. In 2021 IEEE Real-Time Systems Symposium (RTSS), IEEE Real-Time Systems Symposium, pp 356-367, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  18. TSOPER: Efficient Coherence-Based Strict Persistency. Per Ekemark, Yuan Yao, Alberto Ros, Konstantinos Sagonas, and Stefanos Kaxiras. In 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA), International Symposium on High-Performance Computer Architecture : Proceedings, pp 125-138, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  19. Competition Report: CHC-COMP-21. Grigory Fedyukovich and Philipp Rümmer. In Electronic Proceedings in Theoretical Computer Science, volume 344 of Electronic Proceedings in Theoretical Computer Science, pp 91-108, Open Publishing Association, 2021. (DOI, Abstrakt, fulltext:print).
  20. ITSLF: Inter-Thread Store-to-Load Forwarding in Simultaneous Multithreading. Josue Feliu, Alberto Ros, Manuel E. Acacio, and Stefanos Kaxiras. In Proceedings of 54th Annual IEEE/ACM International Symposium on Microarchitecture, Micro 2021, International Symposium on Microarchitecture Proceedings, pp 1296-1308, Association for Computing Machinery (ACM), 2021. (DOI).
  21. Multi-Trace: Multi-level Data Trace Generation with the Cooja Simulator. Niclas Finne, Joakim Eriksson, Thiemo Voigt, George Suciu, Mari-Anais Sachian, JeongGil Ko, and Hossein Keipour. In 17th Annual International Conference On Distributed Computing In Sensor Systems  (DCOSS 2021), IEEE International Conference on Distributed Computing in Sensor Systems, pp 390-395, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  22. Calathus: A sample-return mission to Ceres. Oriane Gassot, Paolo Panicucci, Giacomo Acciarini, Helena Bates, Manel Caballero, Pamela Cambianica, Maciej Dziewiecki, Zelia Dionnet, Florine Enengl, Selina-Barbara Gerig, Felix Hessinger, Lucy Kissick, Moritz Novak, Carmine Pellegrino, Angele Pontoni, Tania M. Ribeiro, Clemens Riegler, Nini Berge, Nikolaus Huber, Richard Hynek, Bartosz Kedziora, Adam Kiss, Maurice Martin, and Javier Navarro Montilla. In Acta Astronautica, volume 181, pp 112-129, Copernicus Publications, 2021. (DOI).
  23. PLIO: Physical Layer Identification using One-shot Learning. Saptarshi Hazra, Thiemo Voigt, and Wenqing Yan. In 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS), IEEE International Conference on Mobile Ad-hoc and Sensor Systems, pp 335-343, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  24. On the Analysis of Parallel Real-Time Tasks With Spin Locks. Xu Jiang, Nan Guan, He Du, Weichen Liu, and Yi Wang. In IEEE Transactions on Computers, volume 70, number 2, pp 199-211, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  25. Efficient, Distributed, and Non-Speculative Multi-Address Atomic Operations. Eduardo Jose Gomez-Hernandez, Juan M. Cebrian, Ruben Titos-Gil, Stefanos Kaxiras, and Alberto Ros. In Proceedings of 54th Annual IEEE/ACM International Symposium on Microarchitecture, Micro 2021, International Symposium on Microarchitecture Proceedings, pp 337-349, Association for Computing Machinery (ACM), 2021. (DOI).
  26. Splash-4: Improving Scalability with Lock-Free Constructs. Eduardo Jose Gomez-Hernandez, Ruixiang Shao, Christos Sakalis, Stefanos Kaxiras, and Alberto Ros. In 2021 IEEE International Symposium On Performance Analysis Of Systems And Software (ISPASS 2021), pp 235-236, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  27. JamSense: Interference and Jamming Classification for Low-power Wireless Networks. John Kanwar, Niclas Finne, Nicolas Tsiftes, Joakim Eriksson, Thiemo Voigt, Zhitao He, Christer Åhlund, and Saguna Saguna. In Proceedings of the 2021 13Th IFIP Wireless and Mobile Networking Conference (WMNC), Joint IFIP Wireless and Mobile Networking Conference, pp 9-16, IEEE, 2021. (DOI, fulltext:postprint).
  28. Probabilistic network sparsification with ego betweenness. Amin Kaveh, Matteo Magnani, and Christian Rohner. In Applied Network Science, volume 6, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  29. Generalizing Supervised Learning for Intrusion Detection in IoT Mesh Networks. Hossein Keipour, Saptarshi Hazra, Niclas Finne, and Thiemo Voigt. In Ubiquitous Security: First International Conference, UbiSec 2021, Guangzhou, China, December 28–31, 2021, Revised Selected Papers, volume 1557 of Communications in Computer and Information Science, pp 214-228, Springer, Singapore, 2021. (DOI, fulltext:postprint).
  30. Dataset: Enabling Offline Tuning of Fat Channel Communication. Konrad-Felix Krentz, Madhushanka Padmal, Bappaditya Mandal, Robin Augustine, and Thiemo Voigt. In Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems (SenSys '21), New York, NY, USA, 2021. (DOI).
  31. Source Selection in Transfer Learning for Improved Service Performance Predictions. Hannes Larsson, Jalil Taghia, Farnaz Moradi, and Andreas Johnsson. In 2021 IFIP Networking Conference and Workshops (IFIP Networking), IFIP Networking Conference, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  32. Towards Source Selection in Transfer Learning for Cloud Performance Prediction. Hannes Larsson, Jalil Taghia, Farnaz Moradi, and Andreas Johnsson. In 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM), pp 599-603, IEEE, 2021. (Paper on publisher's website).
  33. Scalable Belief Updating for Urban Air Quality Modeling and Prediction. Xiuming Liu, Edith Ngai, and Dave Zachariah. In ACM/IMS Transactions on Data Science, volume 2, number 1, pp 1-19, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  34. Efficient and Effective Dimension Control in Automotive Applications. Ye Ma, Gang Chen, Mingsong Lv, Yi Wang, Xue Liu, Hao Chen, and Bo Zhu. In IEEE Transactions on Industrial Informatics, volume 17, number 3, pp 1583-1591, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  35. Context, Competency and Authenticity in STEM Education. Roger McDermott and Mats Daniels. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  36. Reliable Flooding in Dense Backscatter-based Tag-to-Tag Networks. Dilushi Piumwardane, Christian Rohner, and Thiemo Voigt. In 2021 IEEE International Conference On RFID (RFID), IEEE International Conference on RFID, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  37. Do Not Predict – Recompute!: How Value Recomputation Can Truly Boost the Performance of Invisible Speculation. Christos Sakalis, Zamshed I. Chowdhury, Shayne Wadle, Ismail Akturk, Alberto Ros, Magnus Själander, Stefanos Kaxiras, and Ulya R. Karpuzcu. In 2021 International Symposium on Secure and Private Execution Environment Design (SEED), pp 89-100, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  38. Seeds of SEED: Preventing Priority Inversion in Instruction Scheduling to Disrupt Speculative Interference. Christos Sakalis, Magnus Själander, and Stefanos Kaxiras. In 2021 International Symposium on Secure and Private Execution Environment Design (SEED), pp 101-107, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  39. On Heterogeneous Transfer Learning for Improved Network Service Performance Prediction. Fernando Garcia Sanz, Masoumeh Ebrahimi, and Andreas Johnsson. In 2021 IEEEGlobal Communications Conference (GLOBECOM), IEEE Global Communications Conference, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  40. Improving Sensor Network Performance with Directional Antennas: A Cross-layer Optimization. Javier Schandy, Simon Olofsson, Nicolas Gammarano, Leonardo Steinfeld, and Thiemo Voigt. In ACM transactions on sensor networks, volume 17, number 4, Association for Computing Machinery (ACM), 2021. (DOI).
  41. Towards String Support in JayHorn (Competition Contribution). Ali Shamakhi, Hossein Hojjat, and Philipp Rümmer. In Tools and Algorithms for the Construction and Analysis of Systems. TACAS 2021, volume 12652 of Lecture Notes in Computer Science, pp 443-447, Springer, Cham, 2021. (DOI, Full-text of book).
  42. Words of Suicide: Identifying Suicidal Risk in Written Communications. Amendra Shrestha, Nazar Akrami, Lisa Kaati, Julia Kupper, and Matthew R. Schumacher. In 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), IEEE International Conference on Big Data, pp 2144-2150, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  43. Novel Method of Temperature Modulation for Enhancing Catalytic Gas Sensor Selectivity. Denis Spirjakin, Alexander Baranov, Saba Akbari, C. T. Phong, and N. N. Tuan. In 2021 IEEE Sensors Applications Symposium (SAS), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  44. Schedulability Analysis for Timed Automata With Tasks. Jinghao Sun, Nan Guan, Rongxiao Shi, Guozhen Tan, and Yi Wang. In ACM Transactions on Embedded Computing Systems, volume 20, number 5s, Association for Computing Machinery (ACM), 2021. (DOI).
  45. Partitioning-Based Scheduling of OpenMP Task Systems With Tied Tasks. Yang Wang, Xu Jiang, Nan Guan, Zhishan Guo, Xue Liu, and Yi Wang. In IEEE Transactions on Parallel and Distributed Systems, volume 32, number 6, pp 1322-1339, IEEE Computer Society, 2021. (DOI, Fulltext).
  46. Lock-free Contention Adapting Search Trees. Kjell Winblad, Konstantinos Sagonas, and Bengt Jonsson. In ACM TRANSACTIONS ON PARALLEL COMPUTING, volume 8, number 2, Association for Computing Machinery (ACM), 2021. (DOI).
  47. SPA: Harnessing Availability in the AWS Spot Market. Walter Wong, Aleksandr Zavodovski, Lorenzo Corneo, Nitinder Mohan, and Jussi Kangasharju. In IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021), IEEE Conference on Computer Communications Workshops, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  48. Slot Self-Attentive Dialogue State Tracking. Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, and Emine Yilmaz. In Proceedings of the  World Wide Web Conference 2021 (WWW 2021), pp 1598-1608, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  49. Decentralizing Computation with Edge Computing: Potential and Challenges. Aleksandr Zavodovski, Lorenzo Corneo, Andreas Johnsson, Nitinder Mohan, Suzan Bayhan, Pengyuan Zhou, Walter Wong, and Jussi Kangasharju. In IWCI'21: Proceedings of the Interdisciplinary Workshop on (de) Centralization in the Internet, pp 34-36, 2021. (DOI).
  50. A Low-resolution infrared thermal dataset and potential privacy-preserving applications. Shuai Zhu, Thiemo Voigt, Daniel Perez-Ramirez, and Joakim Eriksson. In , 2021.
  51. Data Quality Evaluation, Outlier Detection and Missing Data Imputation Methods for IoT in Smart Cities. Vera van Zoest, Xiuming Liu, and Edith Ngai. In Machine Intelligence and Data Analytics for Sustainable Future Smart Cities, volume 971 of Studies in Computational Intelligence, pp 1-18, Springer, Cham, 2021. (DOI).
  52. Demand charges and user flexibility: Exploring differences in electricity consumer types and load patterns within the Swedish commercial sector. Vera van Zoest, Fouad El Gohary, Edith Ngai, and Cajsa Bartusch. In Applied Energy, volume 302, Elsevier, 2021. (DOI, Fulltext, fulltext:print).

Computing Education Research (Datavetenskapens didaktik)

  1. A Scientometric Journey Through the FIE Bookshelf: 1982-2020. Mikko Apiola, Matti Tedre, Sonsoles Lopez-Pernas, Mohammed Saqr, Mats Daniels, and Arnold Pears. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  2. A Sustainable Internationally Distributed Project Course in Software development. Anders Berglund, Mats Daniels, and Arnold Pears. In ENLIGHT Teaching and Learning Conference, Gent,. The Netherlands, 2021.
  3. Encouraging Asian academic STEM teachers to research their own teaching practice. Anders Berglund, Mats Daniels, and Jake Reardon. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  4. Encouraging Student-Centred STEM Learning in HE: A theory-based project in Asia. Anders Berglund, Mats Daniels, Jake Reardon, and Miriam Tardell. In 2021 6th International STEM Education Conference (iSTEM-Ed), IEEE, 2021. (DOI).
  5. Euro-Asia Collaboration for Enhancing STEM Education. Anders Berglund, Valentina Dagiene, Mats Daniels, Vladimiras Dolgopolovas, Siegfried Rouvrais, and Miriam Tardell. In In proceedings of the 5th APSCE International Conference on Computational Thinking and STEM Education, pp 136-140, 2021.
  6. Through the eyes of a research team: Using theory to enhance STEM Education. Anders Berglund, Mats Daniels, and Arnold Pears. In 2021 6th International STEM Education Conference (iSTEM-Ed), pp 1-4, IEEE, 2021. (DOI).
  7. Patients’ Access to Their Psychiatric Notes: Current Policies and Practices in Sweden. Annika Bärkås, Isabella Scandurra, Hanife Rexhepi, Charlotte Blease, Åsa Cajander, and Maria Hägglund. In International Journal of Environmental Research and Public Health, volume 18, number 17, MDPI, 2021. (DOI, Fulltext, fulltext:print).
  8. Professional decision making with digitalisation of patient contacts in a medical advice setting: a qualitative study of a pilot project with a chat programme in Sweden. Åsa Cajander, Gustaf Hedström, Sofia Leijon, and Marta Larusdottir. In BMJ Open, volume 11, number 12, BMJ Publishing Group Ltd, 2021. (DOI, Fulltext, fulltext:print).
  9. Studying abroad: Experiences of Bhutanese IT Engineering Student. Kuenzang Choden, Jiecong Yang, Sangay Wangdi, and Anders Berglund. In 2021 IEEE Frontiers in Education Conference (FIE), pp 1-5, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  10. Inspiring Computational Thinking: A Science Fair Activity. Mats Daniels, Arnold Pears, and Aletta Nylén. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  11. Why Don't You Tell Me What I Need to Know?: Self-Flipped Classroom and Students' Personal Epistemology. Mats Daniels, Åsa Cajander, Roger McDermott, Anna Vasilcheko, and Diane Golay. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  12. What Motivates Engineering Students in IT in Bhutan to Learn Programming. Eusang Lhaki Dorji, Jonathan Franzen, Palden Ongmo Lhendup, and Anders Berglund. In 2021 IEEE Frontiers in Education Conference (FIE), pp 1-4, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  13. Reflecting on your Role Modelling with a Scientific Approach. Virginia Grande, Anne-Kathrin Peters, and Mats Daniels. In World Engineering Education Forum/Global Engineering Deans Council, 2021.
  14. Technological and informational frames: explaining age-related variation in the use of patient accessible electronic health records as technology and information. Isto Huvila, Åsa Cajander, Jonas Moll, Heidi Enwald, Kristina Eriksson-Backa, and Hanife Rexhepi. In Information Technology and People, 2021. (DOI, Fulltext, fulltext:print).
  15. Introduction to User-Centred Design Sprint. Marta Larusdottir, Virpi Roto, and Åsa Cajander. In Human-Computer-Interaction – INTERACT 2021: 18th IFIP TC 13 International Conference, Bari, Italy, August 30 – September 3, 2021, Proceedings, Part V, volume 12936 of Lecture Notes in Computer Science, pp 253-256, Springer Nature, 2021. (DOI).
  16. Context, Competency and Authenticity in STEM Education. Roger McDermott and Mats Daniels. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  17. Using Futures Studies in Computing and Engineering Education: “Emergentist Education” in an Open-Ended Group Project. Anne-Kathrin Peters, Diane Golay, and Mats Daniels. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  18. Professional Competencies in Computing Education: Pedagogies and Assessment. Rajendra Raj, Mihaela Sabin, John Impagliazzo, David Bowers, Mats Daniels, Felienne Hermans, Natalie Kiesler, Amruth N. Kumar, Bonnie MacKellar, Renée McCauley, Syed Waqar Nabi, and Michael Oudshoorn. In ITiCSE-WGR '21: Proceedings of the 2021 Working Group Reports on Innovation and Technology in Computer Science Education, pp 133-161, Association for Computing Machinery (ACM), New York, USA, 2021. (DOI).
  19. Toward Practical Computing Competencies. Rajendra Raj, Mihaela Sabin, John Impagliazzo, David Bowers, Mats Daniels, Felienne Hermans, Natalie Kiesler, Amruth N. Kumar, Bonnie MacKellar, Renée McCauley, Syed Waqar Nabi, and Michael Oudshoorn. In ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education, pp 603-604, 2021. (DOI).
  20. Computer science club for girls and boys – a survey study on gender differences. Tina Vrieler, Aletta Nylén, and Åsa Cajander. In Computer Science Education, volume 31, number 4, pp 431-461, Taylor & Francis, 2021. (DOI, Fulltext, fulltext:print).
  21. Teaching and Learning Computing in a Maker Community: A Longitudinal Study. Tina Vrieler. In , pp 668-669, Association for Computing Machinery (ACM), New York, NY, USA, 2021. (DOI).
  22. Investigating Challenges of Student Centered Learning in Thai Higher Education during the COVID-19 Pandemic. Pornrat Wattanakasiwich, Nuttee Suree, Suthida Chamrat, Washirasorn Saengsuwan, Wandee Suttharangsee, Tanate Panrat, Jareerat Ruamcharoen, Wannapon Trianpo, Somkid Amornsamankul, Wasakorn Laesanklang, Anders Berglund, and Panuwan Chantawannakul. In 2021 IEEE Frontiers in Education Conference (FIE), pp 1-7, IEEE, 2021. (DOI).
  23. Engineering students’ strategies to learn programming correlate with motivation and gender. Maria Weurlander and Kristina von Hausswolff. In 2021 IEEE Frontiers in Education Conference (FIE), Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  24. Help-seeking behaviour and attitudes towards internet-administered psychological support among adolescent and young adults previously treated for cancer during childhood: Protocol for a survey and embedded qualitative interview study in Sweden. Joanne Woodford, Jenny Månberg, Åsa Cajander, Pia Enebrink, Arja H. Harila-Saari, Josefin Hagström, Mathilda Karlsson, Hanna Placid Solimena, and Louise von Essen. In BMJ Open, volume 11, BMJ Publishing Group Ltd, 2021. (DOI, Fulltext, fulltext:print).
  25. Practical thinking while learning to program – novices’ experiences and hands-on encounters. Kristina von Hausswolff. In Computer Science Education, volume 0, number 0, pp 1-25, Taylor & Francis, 2021. (DOI, Fulltext, fulltext:print).

Computing Science (Datalogi)

  1. Age-Optimal UAV Scheduling for Data Collection With Battery Recharging. Ghafour Ahani, Di Yuan, and Yixin Zhao. In IEEE Communications Letters, volume 25, number 4, pp 1254-1258, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  2. TSOPER: Efficient Coherence-Based Strict Persistency. Per Ekemark, Yuan Yao, Alberto Ros, Konstantinos Sagonas, and Stefanos Kaxiras. In 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA), International Symposium on High-Performance Computer Architecture : Proceedings, pp 125-138, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  3. Dala: a simple capability-based dynamic language design for data race-freedom. Kiko Fernandez-Reyes, Isaac Oscar Gariano, James Noble, Erin Greenwood-Thessman, Michael Homer, and Tobias Wrigstad. In Onward! 2021: Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, pp 1-17, 2021. (DOI).
  4. Mechanisation of Model-theoretic Conservative Extension for HOL with Ad-hoc Overloading. Arve Gengelbach, Johannes Åman Pohjola, and Tjark Weber. In Proceedings Fifteenth Workshop on Logical Frameworks and Meta-Languages: Theory and Practice, volume 332 of Electronic Proceedings in Theoretical Computer Science (EPTCS), pp 1-17, Open Publishing Association, 2021. (DOI, Fulltext, fulltext:print).
  5. Proportionality in Spatial Keyword Search. Georgios Kalamatianos, Georgios J Fakas, and Nikos Mamoulis. In Proceedings of the 2021 International Conference on Management of Data, pp 885-897, Association for Computing Machinery (ACM), 2021. (DOI).
  6. Defining and measuring probabilistic ego networks. Amin Kaveh, Matteo Magnani, and Christian Rohner. In Social Network Analysis and Mining, volume 11, 2021. (DOI, Fulltext).
  7. Probabilistic network sparsification with ego betweenness. Amin Kaveh, Matteo Magnani, and Christian Rohner. In Applied Network Science, volume 6, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  8. Jupyter Notebooks on GitHub: Characteristics and Code Clones. Malin Källén and Tobias Wrigstad. In The Art, Science, and Engineering of Programming, volume 5, number 3, 2021. (DOI, Fulltext, fulltext:print).
  9. Correctness of Sequential Monte Carlo Inference for Probabilistic Programming Languages. Daniel Lunden, Johannes Borgström, and David Broman. In Programming Languages And Systems, ESOP 2021, Lecture Notes in Computer Science, pp 404-431, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  10. Analysis of Multiplex Social Networks with R. Matteo Magnani, Luca Rossi, and Davide Vega. In Journal of Statistical Software, volume 98, number 8, pp 1-30, Foundation for Open Access Statistic, 2021. (DOI, Fulltext, fulltext:print).
  11. Community Detection in Multiplex Networks. Matteo Magnani, Obaida Hanteer, Roberto Interdonato, Luca Rossi, and Andrea Tagarelli. In ACM Computing Surveys, volume 54, number 3, Association for Computing Machinery (ACM), 2021. (DOI).
  12. Deep neural networks for social visuals: studying climate communication on YouTube. Matteo Magnani and Alexandra Segerberg. In Selected Papers of Internet Research, SPIR, Association of Internet Researchers, 2021. (DOI).
  13. On the conditions for integrating deep learning into the study of visual politics. Matteo Magnani and Alexandra Segerberg. In WebSci '21: Proceedings of the 13th ACM Web Science Conference 2021, pp 56-64, Association for Computing Machinery (ACM), 2021. (DOI, fulltext:postprint).
  14. Analytics of IIoT Data Using a NoSQL Datastore. Khalid Mahmood, Tore Risch, and Kjell Orsborn. In 2021 IEEE International Conference on Smart Computing (SMARTCOMP), International Conference on Smart Computing (SMARTCOMP), pp 97-104, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  15. Scalable Real-Time Analytics for IoT Applications. Khalid Mahmood and Tore Risch. In 2021 IEEE International Conference on Smart Computing (SMARTCOMP), International Conference on Smart Computing (SMARTCOMP), pp 404-406, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  16. Modal Logics for Nominal Transition Systems. Joachim Parrow, Johannes Borgström, Lars-Henrik Eriksson, Ramunas Forsberg Gutkovas, and Tjark Weber. In Logical Methods in Computer Science, volume 17, number 1, 2021. (DOI, Fulltext, External link, External link, fulltext:preprint, fulltext:print).
  17. Universal probabilistic programming offers a powerful approach to statistical phylogenetics. Fredrik Ronquist, Jan Kudlicka, Viktor Senderov, Johannes Borgström, Nicolas Lartillot, Daniel Lundén, Lawrence M. Murray, Thomas B. Schön, and David Broman. In Communications Biology, volume 4, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  18. Lock-free Contention Adapting Search Trees. Kjell Winblad, Konstantinos Sagonas, and Bengt Jonsson. In ACM TRANSACTIONS ON PARALLEL COMPUTING, volume 8, number 2, Association for Computing Machinery (ACM), 2021. (DOI).
  19. A Note on Decoding Order in User Grouping and Power Optimization for Multi-Cell NOMA With Load Coupling. Lei You and Di Yuan. In IEEE Transactions on Wireless Communications, volume 20, number 1, pp 495-505, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  20. On Resource Optimization in Multi-IRS-assisted and Interference-coupled Multi-cell Systems. Zhanwei Yu and Di Yuan. In 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp 1408-1412, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  21. Delivering more to cell edge via joint multi-cell non-orthogonal multiple access and traffic offloading. Yi Zhao, Di Yuan, and Lei You. In IET Networks, volume 10, number 6, pp 265-277, Institution of Engineering and Technology, 2021. (DOI, Fulltext, fulltext:print).

Image Analysis and Human-Computer Interaction

(Bildanalys och människa-datorinteraktion)

  1. Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs. Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodriguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, and Orcun Goksel. In Medical Image Computing and Computer Assisted Intervention: MICCAI 2021, volume 12902 of Lecture Notes in Computer Science (LNIP), pp 636-646, Springer Nature, Cham, 2021. (DOI, arXiv:2103.03129).
  2. <em>Mafba</em> and  <em>Mafbb</em> Differentially Regulate Lymphatic Endothelial Cell Migration in Topographically Distinct Manners. Hannah Arnold, Virginia Panara, Beata Filipek Gorniok, Renae Skoczylas, Petter Ranefall, Marleen Gloger, Benjamin M. Hogan, and Katarzyna Koltowska. In SSRN Electronic Journal, Elsevier, 2021. (DOI, External link).
  3. Estimating Mean Speed-of-Sound from Sequence-Dependent Geometric Disparities. Xenia Augustin, Lin Zhang, and Orcun Goksel. In , 2021.
  4. Segmentation of Intracranial Aneurysm Remnant in MRA using Dual-Attention Atrous Net. Subhashis Banerjee, Ashis Kumar Dhara, Johan Wikström, and Robin Strand. In 25th International Conference on Pattern Recognition (ICPR), pp 9265-9272, 2021. (DOI).
  5. Replacing data augmentation with rotation-equivariant CNNs in image-based classification of oral cancer. Karl Bengtsson Bernander, Joakim Lindblad, Robin Strand, and Ingela Nyström. In , 2021. (External link).
  6. Rapid development of cloud-native intelligent data pipelines for scientific data streams using the HASTE Toolkit. Ben Blamey, Salman Toor, Martin Dahlö, Håkan Wieslander, Philip J. Harrison, Ida-Maria Sintorn, Alan Sabirsh, Carolina Wählby, Ola Spjuth, and Andreas Hellander. In GigaScience, volume 10, number 3, pp 1-14, Oxford University Press, 2021. (DOI, Fulltext, fulltext:print).
  7. Using augmented reality technology for balance training in the older adults: a feasibility pilot study. Sven Blomqvist, Stefan Seipel, and Maria Engstrom. In BMC Geriatrics, volume 21, number 1, BioMed Central (BMC), 2021. (DOI, Fulltext, fulltext:print).
  8. Patients’ Access to Their Psychiatric Notes: Current Policies and Practices in Sweden. Annika Bärkås, Isabella Scandurra, Hanife Rexhepi, Charlotte Blease, Åsa Cajander, and Maria Hägglund. In International Journal of Environmental Research and Public Health, volume 18, number 17, MDPI, 2021. (DOI, Fulltext, fulltext:print).
  9. Professional decision making with digitalisation of patient contacts in a medical advice setting: a qualitative study of a pilot project with a chat programme in Sweden. Åsa Cajander, Gustaf Hedström, Sofia Leijon, and Marta Larusdottir. In BMJ Open, volume 11, number 12, BMJ Publishing Group Ltd, 2021. (DOI, Fulltext, fulltext:print).
  10. The Effects of Motivational Strategies and Goal Attainment on Children’s Trust in a Virtual Social Robot: A Pilot Study. Natalia Calvo Barajas, Giulia Perugia, and Ginevra Castellano. In Interaction Design and Children, pp 537-541, ACM Digital Library, New York, USA, 2021. (DOI, fulltext:print).
  11. Morphological Features Extracted by AI Associated with Spatial Transcriptomics in Prostate Cancer. Eduard Chelebian, Christophe Avenel, Kimmo Kartasalo, Maja Marklund, Anna Tanoglidi, Tuomas Mirtti, Richard Colling, Andrew Erickson, Alastair D. Lamb, Joakim Lundeberg, and Carolina Wählby. In Cancers, volume 13, number 19, MDPI, 2021. (DOI, Fulltext, fulltext:print).
  12. Time Of Arrival Delineation In Echo Traces For Reflection Ultrasound Tomography. Bhaskara R Chintada, Richard Rau, and Orcun Göksel. In , pp 1342-1345, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  13. Phase-Aberration Correction in Shear-Wave Elastography Imaging Using Local Speed-of-Sound Adaptive Beamforming. Bhaskara R. Chintada, Richard Rau, and Orcun Goksel. In Frontiers in Physics, volume 9, Frontiers Media S.A., 2021. (DOI, Fulltext, External link, fulltext:print).
  14. Reward Seeking or Loss Aversion?: Impact of Regulatory Focus Theory on Emotional Induction in Children and Their Behavior Towards a Social Robot. Maha Elgarf, Natalia Calvo Barajas, Ana Paiva, Ginevra Castellano, and Christopher Peters. In CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, pp 1-11, ACM Digital Library, 2021. (DOI).
  15. Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment. Marc Fraile, Joakim Lindblad, Christine Fawcett, Natasa Sladoje, and Ginevra Castellano. In Companion Publication of the 2021 International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), 2021. (DOI, fulltext:print).
  16. Intrafractional motion models based on principal components in Magnetic Resonance guided prostate radiotherapy. Samuel Fransson, David Tilly, Anders Ahnesjö, Tufve Nyholm, and Robin Strand. In Physics and Imaging in Radiation Oncology, volume 20, pp 17-22, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  17. Modality attention and sampling enables deep learning with heterogeneous marker combinations in fluorescence microscopy. Alvaro Gomariz, Tiziano Portenier, Patrick M. Helbling, Stephan Isringhausen, Ute Suessbier, César Nombela-Arrieta, and Orcun Göksel. In Nature Machine Intelligence, volume 3, number 9, pp 799-811, Springer Nature, 2021. (DOI, External link).
  18. Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers. Alvaro Gomariz, Raphael Egli, Tiziano Portenier, Cesar Nombela-Arrieta, and Orcun Goksel. In , Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, External link).
  19. Word Recognition using Embedded Prototype Subspace Classifiers on a new Imbalanced Dataset. Anders Hast and Ekta Vats. In Journal of WSCG, volume 29, number 1-2, pp 39-47, University of West Bohemia, 2021. (DOI).
  20. Shorthand Secrets: Deciphering Astrid Lindgren's Stenographed Drafts with HTR Methods. Raphaela Heil, Malin Nauwerck, and Anders Hast. In , pp 169-177, 2021. (External link).
  21. Strikethrough Removal from Handwritten Words Using CycleGANs. Raphaela Heil, Ekta Vats, and Anders Hast. In Document Analysis and Recognition -- ICDAR 2021, pp 572-586, Springer, 2021. (DOI, Fulltext, External link).
  22. Icke-invasiv kontroll av cellförändringar i munslemhinnan. Jan-Michaél Hirsch, Neda Haj-Hosseini, Carina Krüger Weiner, Bengt Hasséus, and Joakim Lindblad. In Tandläkartidningen, number 9, pp 48-55, 2021. (External link).
  23. Technological and informational frames: explaining age-related variation in the use of patient accessible electronic health records as technology and information. Isto Huvila, Åsa Cajander, Jonas Moll, Heidi Enwald, Kristina Eriksson-Backa, and Hanife Rexhepi. In Information Technology and People, 2021. (DOI, Fulltext, fulltext:print).
  24. Quantifying Explainers of Graph Neural Networks in Computational Pathology. Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta, Anna Maria Anniciello, Florinda Feroce, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, and Orcun Göksel. In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021, IEEE Conference on Computer Vision and Pattern Recognition, pp 8102-8112, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  25. Genes in human obesity loci are causal obesity genes in C. elegans. Wenfan Ke, Jordan N. Reed, Chenyu Yang, Noel Higgason, Leila Rayyan, Carolina Wählby, Anne E. Carpenter, Mete Civelek, and Eyleen J. O'Rourke. In PLOS Genetics, volume 17, number 9, Public Library of Science (PLoS), 2021. (DOI, Fulltext, fulltext:print).
  26. Cauchy problems for discrete holomorphic functions. Christer Oscar Kiselman. In Complex Analysis and Operator Theory, volume 15, number 1, 2021. (DOI, Fulltext, fulltext:print).
  27. Existence of continuous right inverses to linear mappings in finite-dimensional geometry<em></em>. Christer Oscar Kiselman and Erik Melin. In Mathematische Semesterberichte, volume 68, pp 55-68, 2021. (DOI).
  28. Kiel plej bone faldi triangulon?. Christer Oscar Kiselman. In Matematiko tranlimen, number 8, pp 149-155, KAVA-PECH, Dobrichovice, 2021.
  29. La rektoj de E?klido. Christer Oscar Kiselman. In <em>Aktoj de Internacia Scienca Akademio Comenius</em>, Volume 2., pp 192-210, KAVA-PECH, Dobrichovice, 2021.
  30. The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning. Nadezhda Koriakina, Natasa Sladoje, and Joakim Lindblad. In Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis (ISPA), International symposium on image and signal processing and analysis, pp 183-188, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
  31. Non-use of Digital Health Consultations Among Swedish Elderly Living in the Countryside. Sara Landgren and Åsa Cajander. In Frontiers In Public Health, volume 9, Frontiers Media S.A., 2021. (DOI, Fulltext, fulltext:print).
  32. Introduction to User-Centred Design Sprint. Marta Larusdottir, Virpi Roto, and Åsa Cajander. In Human-Computer-Interaction – INTERACT 2021: 18th IFIP TC 13 International Conference, Bari, Italy, August 30 – September 3, 2021, Proceedings, Part V, volume 12936 of Lecture Notes in Computer Science, pp 253-256, Springer Nature, 2021. (DOI).
  33. Discrete Geometry and Mathematical Morphology: First International Joint Conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021, Proceedings. Joakim Lindblad, Filip Malmberg, and Natasa Sladoje (eds). Volume 12708 of Lecture Notes in Computer Science, Springer, Springer Nature Switzerland AG 2021, 2021. (DOI).
  34. The Significance of Script Proportions in the Medieval Swedish Script. Lasse Mårtensson, Ekta Vats, and Anders Hast. In Arkiv för nordisk filologi, 2021.
  35. 'We Can Send A Man To The Moon But We Can't Control The Temperature In Our office'; A Considerate Approach To Workplace Thermal Comfort by Older Women. Kathy New, Alexandra Gormally, Adrian Friday, and Mike Hazas. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery (ACM), 2021. (fulltext:postprint).
  36. 'We Can Send A Man To The Moon But We Can't Control The Temperature In Our office'; A Considerate Approach To Workplace Thermal Comfort by Older Women. Kathy New, Alexandra Gormally, Adrian Friday, and Mike Hazas. In CHI '21: PROCEEDINGS OF THE 2021 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, Association for Computing Machinery (ACM), 2021. (DOI).
  37. Evaluation of in-house, haptic assisted surgical planning for virtual reduction of complex mandibular fractures. Johanna Nilsson, Fredrik Nysjö, Ingela Nyström, Johan Kämpe, and Andreas Thor. In International Journal of Computer Assisted Radiology and Surgery, volume 16, number 6, pp 1059-1068, Springer, 2021. (DOI, Fulltext, fulltext:print).
  38. Combatting Visual Fake News with a Professional Fact-Checking Tool in Education in France, Romania, Spain and Sweden. Thomas Nygren, Mona Guath, Carl-Anton Werner Axelsson, and Diana Frau-Meigs. In Information, volume 12, number 5, 2021. (DOI, Fulltext, fulltext:print).
  39. The Influence of Robot Personality on the Development of Uncanny Feelings towards a Social Robot. Maike Paetzel, Giulia Perugia, and Ginevra Castellano. In Computers in human behavior, volume 120, Elsevier BV, 2021. (DOI, Fulltext, fulltext:print).
  40. Graph-based image decoding for multiplexed in situ RNA detection. Gabriele Partel and Carolina Wählby. In 2020 25th International Conference on Pattern Recognition (ICPR), pp 3783-3790, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, fulltext:postprint).
  41. Spage2vec: Unsupervised representation of localized spatial gene expression signatures. Gabriele Partel and Carolina Wählby. In The FEBS Journal, volume 288, number 6, pp 1859-1870, John Wiley & Sons, 2021. (DOI, Fulltext, fulltext:print, attachment:print).
  42. Computer ethics and computer professionals. Norberto Patrignani and Iordanis Kavathatzopoulos. In Moving technology ethics at the forefront of society, organisations and governments, pp 359-365, Universidad de La Rioja, Logroño, Spain, 2021. (External link, External link, External link).
  43. Teaching of technology IS teaching of ethics. But how?. Norberto Patrignani and Iordanis Kavathatzopoulos. In Tethics 2021, CEUR Workshop Proceedings, University of Turku, Turku, 2021. (External link).
  44. Comparison of East?Asia and West?Europe cohorts explains disparities in survival outcomes and highlights predictive biomarkers of early gastric cancer aggressiveness. Carla Pereira, Ji?Hyeon Park, Sofia Campelos, Irene Gullo, Carolina Lemos, Leslie Solorzano, Diana Martins, Gilza Gonçalves, Dina Leitão, Hyuk?Joon Lee, Seong?Ho Kong, Ana André, Clara Borges, Daniela Almeida, Carolina Wählby, Raquel Almeida, Woo Ho Kim, Fátima Carneiro, Han?Kwang Yang, Gabriela M. Almeida, and Carla Oliveira. In International Journal of Cancer, volume 150, number 5, pp 868-880, John Wiley & Sons, 2021. (DOI).
  45. I Can See It in Your Eyes: Gaze as an Implicit Cue of Uncanniness and Task Performance in Repeated Interactions With Robots. Giulia Perugia, Maike Paetzel-Prüsmann, Madelene Alanenpää, and Ginevra Castellano. In Frontiers in Robotics and AI, volume 8, Frontiers Media S.A., 2021. (DOI, Fulltext, fulltext:print).
  46. CytoBrowser: a browser-based collaborative annotation platform for whole slide images. Christopher Rydell and Joakim Lindblad. In F1000 Research, volume 10, F1000 Research Ltd, 2021. (DOI).
  47. Explainable Embodied Agents Through Social Cues: A Review. Wallkötter Sebastian, Silvia Tulli, Ginevra Castellano, Ana Paiva, and Mohamed Chetouani. In ACM Transactions on Human-Robot Interaction, volume 10, number 3, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
  48. Increased apoptosis, reduced Wnt/?-catenin signaling, and altered tail development in zebrafish embryos exposed to a human-relevant chemical mixture. Anna Smirnova, Anna Mentor, Petter Ranefall, Carl-Gustaf Bornehag, Björn Brunström, Anna Mattsson, and Maria Jönsson. In Chemosphere, volume 264, number 1, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  49. Machine learning for cell classification and neighborhood analysis in glioma tissue. Leslie Solorzano, Lina Wik, Thomas Olsson Bontell, Yuyu Wang, Anna H Klemm, Johan Öfverstedt, Asgeir S. Jakola, and Carolina Wählby. In Cytometry Part A, volume 99, number 12, pp 1176-1186, John Wiley & Sons, 2021. (DOI, Fulltext, fulltext:print).
  50. Towards automatic protein co-expression quantification in immunohistochemical TMA slides. Leslie Solorzano, Carla Pereira, Diana Martins, Raquel Almeida, Fatima Carneiro, Gabriela Almeida, Carla Oliveira, and Carolina Wählby. In IEEE journal of biomedical and health informatics, volume 25, number 2, pp 393-402, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Fulltext, TissUUmaps publications, fulltext:postprint, fulltext:print).
  51. <em>Relationships Between Plasma Levels And Six Proinflammatory Interleukins And Body Composition Using A New Magnetic Resonance Imaging Voxel-based Technique</em>. Robin Strand, Joel Kullberg, Håkan Ahlström, and Lars Lind. In Cytokine: X, volume 3, number 1, p 100050, 2021. (DOI, Fulltext, External link).
  52. Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images. Devavrat Tomar, Lin Zhang, Tiziano Portenier, and Orcun Goksel. In Medical Image Computing and Computer Assisted Intervention: MICCAI 2021. MICCAI 2021, volume 12908 of Lecture Notes in Computer Science, pp 659-669, 2021. (DOI).
  53. An unfitted RBF-FD method in a least-squares setting for elliptic PDEs on complex geometries. Igor Tominec and Eva Breznik. In Journal of Computational Physics, volume 436, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  54. Secondary Coronal Synostosis After Early Surgery for Sagittal Craniosynostosis: Implications for Cranial Growth. Jesper Unander-Scharin, Johan Nysjö, Per Enblad, and Daniel Nowinski. In The Journal of craniofacial surgery (Print), volume 32, number 1, pp 113-117, Lippincott Williams & Wilkins, 2021. (DOI).
  55. Deep learning and conformal prediction for hierarchical analysis of large-scale whole-slide tissue images. Håkan Wieslander, Philip J. Harrison, Gabriel Skogberg, Sonya Jackson, Markus Fridén, Johan Karlsson, Ola Spjuth, and Carolina Wählby. In IEEE journal of biomedical and health informatics, volume 25, number 2, pp 371-380, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Fulltext, fulltext:print).
  56. Learning to see colours: Biologically relevant virtual staining for adipocyte cell images. Håkan Wieslander, Ankit Gupta, Ebba Bergman, Erik Hallström, and Philip John Harrison. In PLOS ONE, volume 16, number 10, Public Library of Science (PLoS), 2021. (DOI, Fulltext, fulltext:print).
  57. TEM image restoration from fast image streams. Håkan Wieslander, Carolina Wählby, and Ida-Maria Sintorn. In PLOS ONE, volume 16, number 2Transmission Electron Microscopy Dataset for Image Deblurring, Public Library of Science (PLoS), 2021. (DOI, Fulltext, fulltext:print).
  58. Help-seeking behaviour and attitudes towards internet-administered psychological support among adolescent and young adults previously treated for cancer during childhood: Protocol for a survey and embedded qualitative interview study in Sweden. Joanne Woodford, Jenny Månberg, Åsa Cajander, Pia Enebrink, Arja H. Harila-Saari, Josefin Hagström, Mathilda Karlsson, Hanna Placid Solimena, and Louise von Essen. In BMJ Open, volume 11, BMJ Publishing Group Ltd, 2021. (DOI, Fulltext, fulltext:print).

Numerical Analysis (Numerisk analys)

  1. Elastic wave propagation in anisotropic solids using energy-stable finite differences with weakly enforced boundary and interface conditions. Martin Almquist and Eric M. Dunham. In Journal of Computational Physics, volume 424, Elsevier, 2021. (DOI, External link).
  2. Sparse approximate matrix-matrix multiplication for density matrix purification with error control. Anton G. Artemov and Emanuel H. Rubensson. In Journal of Computational Physics, volume 438, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  3. Inner product free iterative solution and elimination methods for linear systems of a three-by-three block matrix form. Owe Axelsson, Zhao-Zheng Liang, Jakub Kruzik, and David Horak. In Journal of Computational and Applied Mathematics, volume 383, 2021. (DOI).
  4. Fast Parallel Solver for the Space-time IgA-DG Discretization of the Diffusion Equation. Pietro Benedusi, Paola Ferrari, Carlo Garoni, Rolf Krause, and Stefano Serra-Capizzano. In Journal of Scientific Computing, volume 89, number 1, Springer, 2021. (DOI, Fulltext, fulltext:print).
  5. Numerical Simulations of Surface Quasi-Geostrophic Flows on Periodic Domains. Andrea Bonito and Murtazo Nazarov. In SIAM Journal on Scientific Computing, volume 43, number 2, pp B405-B430, Society for Industrial and Applied Mathematics, 2021. (DOI).
  6. Cell-by-cell approximate Schur complement technique in preconditioning of meshfree discretized piezoelectric equations. Yang Cao and Maya Neytcheva. In Numerical Linear Algebra with Applications, volume 28, number 4, John Wiley & Sons, 2021. (DOI).
  7. Sensitivity of ice sheet surface velocity and elevation to variations in basal friction and topography in the full Stokes and shallow-shelf approximation frameworks using adjoint equations. Gong Cheng, Nina Kirchner, and Per Lötstedt. In The Cryosphere, volume 15, number 2, pp 715-742, Copernicus Publications, 2021. (DOI, Fulltext, fulltext:print).
  8. PDE-Constrained Optimization: Optimal control with L1-Regularization, State and Control Box Constraints. Ivo Dravins and Maya Neytcheva. In Numerical Mathematics and Advanced Applications ENUMATH 2019: Lecture Notes in Computational Science and Engineering, volume 139 of Lecture Notes in Computational Science and Engineering, pp 323-331, Cham, 2021. (DOI, External link).
  9. Eigenvalues and Eigenvectors of Tau Matrices with Applications to Markov Processes and Economics. Sven-Erik Ekström, Carlo Garoni, Adam Jozefiak, and Jesse Perla. In Linear Algebra and its Applications, volume 627, pp 41-71, 2021. (DOI, Fulltext, fulltext:print).
  10. Numerical evidence of anomalous energy dissipation in incompressible Euler flows: towards grid-converged results for the inviscid Taylor-Green problem. Niklas Fehn, Martin Kronbichler, Peter Munch, and Wolfgang A. Wall. In Journal of Fluid Mechanics, volume 932, Cambridge University Press, 2021. (DOI).
  11. Asymptotic spectra of large matrices coming from the symmetrization of Toeplitz structure functions and applications to preconditioning. Paola Ferrari, Nikos Barakitis, and Stefano Serra-Capizzano. In Numerical Linear Algebra with Applications, volume 28, number 1, John Wiley & Sons, 2021. (DOI).
  12. Multilevel symmetrized Toeplitz structures and spectral distribution results for the related matrix sequences. Paola Ferrari, Isabella Furci, and Stefano Serra-Capizzano. In The Electronic Journal of Linear Algebra, volume 37, pp 370-386, University of Wyoming Libraries, 2021. (DOI, Fulltext).
  13. Mixed Precision Fermi-Operator Expansion on Tensor Cores from a Machine Learning Perspective. Joshua Finkelstein, Justin S. Smith, Susan M. Mniszewski, Kipton Barros, Christian F. A. Negre, Emanuel H. Rubensson, and Anders M. N. Niklasson. In Journal of Chemical Theory and Computation, volume 17, number 4, pp 2256-2265, American Chemical Society (ACS), 2021. (DOI).
  14. Quantum-Based Molecular Dynamics Simulations Using Tensor Cores. Joshua Finkelstein, Justin S. Smith, Susan M. Mniszewski, Kipton Barros, Christian F. A. Negre, Emanuel H. Rubensson, and Anders M. N. Niklasson. In Journal of Chemical Theory and Computation, volume 17, number 10, pp 6180-6192, American Chemical Society (ACS), 2021. (DOI).
  15. High Order Cut Discontinuous Galerkin Methods For Hyperbolic Conservation Laws In One Space Dimension. Pei Fu and Gunilla Kreiss. In SIAM Journal on Scientific Computing, volume 43, number 4, pp A2404-A2424, Society for Industrial and Applied Mathematics, 2021. (DOI).
  16. A next-generation discontinuous Galerkin fluid dynamics solver with application to high-resolution lung airflow simulations. Martin Kronbichler, Niklas Fehn, Peter Munch, Maximilian Bergbauer, Karl-Robert Wichmann, Carolin Geitner, Momme Allalen, Martin Schulz, and Wolfgang A. Wall. In SC21: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pp 1-15, Association for Computing Machinery (ACM), St. Louis, MO, USA, 2021. (DOI).
  17. A high order accurate finite difference method for the Drinfel’d-Sokolov-Wilson equation. Ludvig Lindeberg, Tuan Anh Dao, and Ken Mattsson. In Journal of Scientific Computing, volume 88, number 1, Springer Nature, 2021. (DOI).
  18. A high-order finite-difference scheme to model the fluid-structure interaction in pneumatic seismic sources. Ludvig Lindeberg, Ylva Ljungberg Rydin, and Leighton M. Watson. In Journal of Computational Physics, volume 424, Elsevier, 2021. (DOI).
  19. High-order finite difference method for the Schrödinger equation on deforming domains. Ylva Ljungberg Rydin, Ken Mattsson, Jonatan Werpers, and Erik Sjöqvist. In Journal of Computational Physics, volume 443, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  20. Derivation of continuum models from discrete models of mechanical forces in cell populations. Per Lötstedt. In Journal of Mathematical Biology, volume 83, number 6-7, Springer Nature, 2021. (DOI, Fulltext, fulltext:print).
  21. Symbol-based preconditioning for Riesz distributed-order space-fractional diffusion equations. Mariarosa Mazza, Stefano Serra-Capizzano, and Muhammad Usman. In Electronic Transactions on Numerical Analysis, volume 54, pp 499-513, 2021. (DOI, Fulltext).
  22. hyper.deal: An Efficient, Matrix-free Finite-element Library for High-dimensional Partial Differential Equations. Peter Munch, Katharina Kormann, and Martin Kronbichler. In ACM Transactions on Mathematical Software, volume 47, number 4, pp 1-34, Association for Computing Machinery (ACM), 2021. (DOI).
  23. Localized inverse factorization. Emanuel H. Rubensson, Anton G. Artemov, Anastasia Kruchinina, and Elias Rudberg. In IMA Journal of Numerical Analysis, volume 41, number 1, pp 729-763, 2021. (DOI, Fulltext, fulltext:print).
  24. The smallest singular value of certain Toeplitz-related parametric triangular matrices. Maryam Shams Solary, Alexander Kovacec, and Stefano Serra-Capizzano. In Special Matrices, volume 9, number 1, pp 103-111, Walter de Gruyter, 2021. (DOI, Fulltext, fulltext:print).
  25. A residual-based artificial viscosity finite difference method for scalar conservation laws. Vidar Stiernström, Lukas Lundgren, Murtazo Nazarov, and Ken Mattsson. In Journal of Computational Physics, volume 430, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  26. A Least Squares Radial Basis Function Finite Difference Method with Improved Stability Properties. Igor Tominec, Elisabeth Larsson, and Alfa Heryudono. In SIAM Journal on Scientific Computing, volume 43, number 2, pp A1441-A1471, Society for Industrial and Applied Mathematics, 2021. (DOI).
  27. An unfitted RBF-FD method in a least-squares setting for elliptic PDEs on complex geometries. Igor Tominec and Eva Breznik. In Journal of Computational Physics, volume 436, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
  28. A density matrix approach to the convergence of the self-consistent field iteration. Parikshit Upadhyaya, Elias Jarlebring, and Emanuel H. Rubensson. In Numerical Algebra, Control and Optimization, volume 11, number 1, pp 99-115, 2021. (DOI).

Updated  2022-12-09 16:04:34 by Pierre Flener.