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Statistisk inlärning och inferens för spatiotemporala data
Du är här:
Fler publikationer
Fler publikationer
2023
Estimating the neural spike train from an unfused tetanic signal of low-threshold motor units using convolutive blind source separation
Biomedical engineering online
, BioMed Central (BMC) 2023, Vol. 22
Rohlén, Robin; Lundsberg, Jonathan; Antfolk, Christian
2023
Nonlinear matrix recovery using optimization on the Grassmann manifold
Applied and Computational Harmonic Analysis
, Elsevier 2023, Vol. 62 : 498-542
Goyens, Florentin; Cartis, Coralia; Eftekhari, Armin
2022
Circulating Sex Hormone Levels and Colon Cancer Risk in Men: A Nested Case–Control Study and Meta-Analysis
Cancer Epidemiology, Biomarkers and Prevention
, American Association for Cancer Research 2022, Vol. 31, (4) : 793-803
Harbs, Justin; Rinaldi, Sabina; Gicquiau, Audrey; et al.
2022
Comparison of decomposition algorithms for identification of single motor units in ultrafast ultrasound image sequences of low force voluntary skeletal muscle contractions
BMC Research Notes
Rohlén, Robin; Yu, Jun; Grönlund, Christer
2022
Dyadic diagonalization of positive definite band matrices and efficient B-spline orthogonalization
Journal of Computational and Applied Mathematics
, Elsevier 2022, Vol. 414
Liu, Xijia; Nassar, Hiba; Podgórski, Krzysztof
2022
Estimation of block sparsity in compressive sensing
International Journal of Wavelets, Multiresolution and Information Processing
, World Scientific 2022, Vol. 20, (06)
Zhou, Zhiyong; Yu, Jun
2022
Estimation of contractile parameters of successive twitches in unfused tetanic contractions of single motor units – A proof-of-concept study using ultrafast ultrasound imaging in vivo
Journal of Electromyography & Kinesiology
, Elsevier 2022, Vol. 67
Rohlén, Robin; Raikova, Rositsa; Stålberg, Erik; et al.
2022
fdaMocca: Model-Based Clustering for Functional Data with Covariates. R package version 0.1-1
Pya Arnqvist, Natalya; Arnqvist, Per; Sjöstedt de Luna, Sara
2022
fiberLD: Fiber Length Determination. R package version 0.1-7
Pya Arnqvist, Natalya; Sjöstedt de Luna, Sara; Abramowicz, Konrad
2022
HiVG: A hierarchical indoor visibility-based graph for navigation guidance in multi-storey buildings
Computers, Environment and Urban Systems
, Elsevier 2022, Vol. 93
Zhou, Zhiyong; Weibel, Robert; Richter, Kai-Florian; et al.
2022
Identification of motor units using ultrasound – From muscle to neural interface
RehabWeek, Rotterdam,The Netherlands, July 25-29, 2022
Rohlén, Robin
2022
Interframe Echo Intensity Variation of Subregions and Whole Plaque in Two-Dimensional Carotid Ultrasonography: Simulations and in Vivo Observations
Journal of ultrasound in medicine
Rohlén, Robin; Jiang, Biao; Nyman, Emma; et al.
2022
Metabolism is a major driver of hydrogen isotope fractionation recorded in tree‐ring glucose of
Pinus nigra
New Phytologist
, John Wiley & Sons 2022, Vol. 234, (2) : 449-461
Wieloch, Thomas; Grabner, Michael; Augusti, Angela; et al.
2022
Modelling intra-muscular contraction dynamics using in silico to in vivo domain translation
Biomedical engineering online
, BioMed Central (BMC) 2022, Vol. 21, (1)
Ali, Hazrat; Umander, Johannes; Rohlén, Robin; et al.
2022
Optimization and comparison of two methods for spike train estimation in an unfused tetanic contraction of low threshold motor units
Journal of Electromyography & Kinesiology
, Elsevier 2022, Vol. 67
Rohlén, Robin; Antfolk, Christian; Grönlund, Christer
2022
Over-parametrized matrix factorization in the presence of spurious stationary points
IEEE Transactions on Signal Processing
, Institute of Electrical and Electronics Engineers (IEEE) 2022, Vol. 70 : 482-496
Eftekhari, Armin
2022
Pridopidine modifies disease phenotype in a SOD1 mouse model of amyotrophic lateral sclerosis
European Journal of Neuroscience
, John Wiley & Sons 2022, Vol. 55, (5) : 1356-1372
Estévez-Silva, Héctor M.; Mediavilla, Tomás; Giacobbo, Bruno Lima; et al.
2022
scam: Shape constrained additive models. R package version 1.2-13
Pya Arnqvist, Natalya
2022
Statistical learning for train delays and influence of winter climate and atmospheric icing
Wang, Jianfeng; Mantas-Nakhai, Roberto; Yu, Jun
2021
A two-tiered targeted proteomics approach to identify pre-diagnostic biomarkers of colorectal cancer risk
Scientific Reports
, Springer Nature 2021, Vol. 11, (1)
Harlid, Sophia; Harbs, Justin; Myte, Robin; et al.
2021
Contrast Agent Quantification by Using Spatial Information in Dynamic Contrast Enhanced MRI
Frontiers in Signal Processing
, Frontiers Media S.A. 2021, Vol. 1
Wang, Jianfeng; Garpebring, Anders; Brynolfsson, Patrik; et al.
2021
Effects of winter climate on delays of high speed passenger trains in Botnia-Atlantica region
Journal of Rail Transport Planning & Management
, Elsevier 2021, Vol. 18
Wang, Jianfeng; Granlöf, Markus; Yu, Jun
2021
Efficient surface finish defect detection using reduced rank spline smoothers and probabilistic classifiers
Econometrics and Statistics
, Elsevier 2021, Vol. 18 : 89-105
Pya Arnqvist, Natalya; Ngendangenzwa, Blaise; Lindahl, Eric; et al.
2021
Explicit stabilised gradient descent for faster strongly convex optimisation
BIT Numerical Mathematics
, Springer 2021, Vol. 61 : 119-139
Eftekhari, Armin; Vandereycken, Bart; Vilmart, Gilles; et al.
2021
fdaMocca: Model-Based Clustering for Functional Data with Covariates. R package version 0.1-0
Pya Arnqvist, Natalya; Arnqvist, Per; Sjöstedt de Luna, Sara
2021
Functional marked point processes: a natural structure to unify spatio-temporal frameworks and to analyse dependent functional data
Test (Madrid)
, Sociedad de Estadística e Investigación Operativa (Spanish Society of Statistics and Operations Research) 2021, Vol. 30, (3) : 529-568
Ghorbani, Mohammad; Cronie, Ottmar; Mateu, Jorge; et al.
2021
Identification of single motor units in ultrafast ultrasound image sequences of voluntary skeletal muscle contractions
Umeå University medical dissertations
, 2127
Rohlén, Robin
2021
Metabolism is the major driver of hydrogen isotope fractionation recorded in tree-ring glucose of
Pinus nigra
Wieloch, Thomas; Grabner, Michael; Augusti, Angela; et al.
2021
Minimization of the
q
-ratio sparsity with 1
<
q
≤∞ for signal recovery
Signal Processing
, Elsevier 2021, Vol. 189
Zhou, Zhiyong; Yu, Jun
2021
nilde: Nonnegative Integer Solutions of Linear Diophantine Equations with Applications. R package version 1.1-4
Pya Arnqvist, Natalya; Voinod, Vassilly; Makarov, Rashid; et al.
2021
Non-destructive methods for assessing tree fiber length distributions in standing trees
Sjöstedt de Luna, Sara; Abramowicz, Konrad; Pya Arnqvist, Natalya
2021
scam: Shape constrained additive models. R package version 1.2-12
Pya Arnqvist, Natalya
2021
Stable super-resolution of images: Theoretical study
Information and Inference
, Oxford University Press 2021, Vol. 10, (1) : 161-193
Eftekhari, Armin; Bendory, Tamir; Tang, Gongguo
2021
Statistical learning of phase measuring deflectometry for defect detection and classification on specular cab body surfaces
Advances in signal processing: reviews. Volume 2
, International Frequency Sensor Association Publishing 2021 : 309-342
Pya Arnqvist, Natalya; Lindahl, Eric; Yu, Jun
2021
Subquadratic overparameterization for shallow neural networks
Advances in neural information processing systems (NeurIPS 2021)
, Curran Associates, Inc. 2021 : 11247-11259
Song, Chaehwan; Ramezani-Kebrya, Ali; Pethick, Thomas; et al.
2021
Testing the first-order separability hypothesis for spatio-temporal point patterns
Computational Statistics & Data Analysis
, Elsevier 2021, Vol. 161
Ghorbani, Mohammad; Vafaei, Nafiseh; Dvořák, Jiří; et al.
2021
Towards a hierarchical indoor data model from a route perspective
Proceedings of the 16th International Conference on Location Based Services
, ICA Commission on Location Based Services; University of Glasgow 2021 : 1-4
Zhou, Zhiyong; Weibel, Robert; Richter, Kai-Florian; et al.
2021
Train performance analysis using heterogeneous statistical models
Atmosphere
, MDPI 2021, Vol. 12, (9)
Wang, Jianfeng; Yu, Jun
2020
A Deep Learning Pipeline for Identification of Motor Units in Musculoskeletal Ultrasound
IEEE Access
, IEEE 2020, Vol. 8 : 170595-170608
Ali, Hazrat; Umander, Johannes; Rohlén, Robin; et al.
2020
A Hybrid Statistical-Dynamical Downscaling of Air Temperature over Scandinavia using the WRF model
Advances in Atmospheric Sciences
, Springer 2020, Vol. 37 : 57-74
Wang, Jianfeng; Fonseca, Ricardo M.; Rutledge, Kendall; et al.
2020
A Method for Identification of Mechanical Response of Motor Units in Skeletal Muscle Voluntary Contractions using Ultrafast Ultrasound Imaging: Simulations and Experimental Tests
IEEE Access
, IEEE 2020, Vol. 8 : 50299-50311
Rohlén, Robin; Stålberg, Erik; Stoverud, Karen-Helene; et al.
2020
An extended block restricted isometry property for sparse recovery with non-Gaussian noise
Journal of Computational Mathematics
, Global Science Press 2020, Vol. 38, (6) : 797-808
Leffler, Klara; Zhou, Zhiyong; Yu, Jun
2020
An mRNA-mRNA Interaction Couples Expression of a Virulence Factor and Its Chaperone in Listeria monocytogenes
Cell reports
, cell press 2020, Vol. 30, (12) : 4027-+
Ignatov, Dmitriy; Vaitkevicius, Karolis; Durand, Sylvain; et al.
2020
Combining epigenetic and clinicopathological variables improves specificity in prognostic prediction in clear cell renal cell carcinoma
Journal of Translational Medicine
, Vol. 18, (1)
Andersson-Evelönn, Emma; Vidman, Linda; Källberg, David; et al.
2020
Double-loop unadjusted langevin algorithm
37th International Conference on Machine Learning, ICML 2020
, International Machine Learning Society (IMLS) 2020 : 8139-8147
Rolland, Paul; Eftekhari, Armin; Kavis, Ali; et al.
2020
Effects of winter climate on high speed passenger trains in Botnia-Atlantica region
Wang, Jianfeng; Granlöf, Markus; Yu, Jun
2020
Identification of single motor units in skeletal muscle under low force isometric voluntary contractions using ultrafast ultrasound
Scientific Reports
, Springer Nature 2020, Vol. 10
Rohlén, Robin; Stålberg, Erik; Grönlund, Christer
2020
Imaging recruitment of motor units in voluntary skeletal muscle contractions using decomposition and ultrafast ultrasound imaging: A pilot study
2020 ISEK Virtual Congress Poster Abstract Booklet
, International Society of Electrophysiology and Kinesiology 2020 : 141-142
Rohlén, Robin; Stålberg, Erik; Yu, Jun; et al.
2020
Inhomogeneous higher-order summary statistics for point processes on linear networks
Statistics and computing
, Springer 2020, Vol. 30, (5) : 1221-1239
Cronie, Ottmar; Moradi, Mehdi; Mateu, Jorge
2020
Large-scale modelling and forecasting of ambulance calls in northern Sweden using spatio-temporal log-Gaussian Cox processes
Spatial Statistics
, Elsevier 2020, Vol. 39
Bayisa, Fekadu; Ådahl, Markus; Rydén, Patrik; et al.
Senast uppdaterad:
2023-01-13