Results 21 to 30 of about 3,983,437 (321)
Transformer-Based Neural Marked Spatio Temporal Point Process Model for Football Match Events Analysis [PDF]
arXiv.org, 2023 With recently available football match event data that record the details of football matches, analysts and researchers have a great opportunity to develop new performance metrics, gain insight, and evaluate key performance.
Calvin C. K. Yeung +2 more
semanticscholar +1 more source
Hybrid Decoders for Marked Point Process Observations and External Influences
IEEE Transactions on Biomedical Engineering, 2022 Objective: Internal physiological processes govern multiple state variables within the human body. Estimating these from point process-type bioelectric and biochemical observations is a challenge.
D. S. Wickramasuriya +3 more
semanticscholar +1 more source
A self‐exciting marked point process model for drought analysis
Environmetrics, 2021 A self‐exciting marked point process approach is proposed to model clustered low‐flow events. It combines a self‐exciting ground process designed to capture the temporal clustering behavior of extreme values and an extended Generalized Pareto mark ...
Xiaoting Li, C. Genest, J. Jalbert
semanticscholar +1 more source
Random Walk Analysis in a Reliability System under Constant Degradation and Random Shocks
Axioms, 2021 In this paper, we study a reliability system subject to occasional random shocks hitting an underlying device in accordance with a general marked point process with position dependent marking.
Jewgeni H. Dshalalow, Ryan T. White
doaj +1 more source
Modern Stochastics: Theory and Applications, 2022 Random filtered complexes built over marked point processes on Euclidean spaces are considered. Examples of these filtered complexes include a filtration of $\check{\text{C}}$ech complexes of a family of sets with various sizes, growths, and shapes.
Tomoyuki Shirai, Kiyotaka Suzaki
doaj +1 more source
Early Detection of User Exits from Clickstream Data: A Markov Modulated Marked Point Process Model
The Web Conference, 2020 Most users leave e-commerce websites with no purchase. Hence, it is important for website owners to detect users at risk of exiting and intervene early (e. g., adapting website content or offering price promotions).
Tobias Hatt, S. Feuerriegel
semanticscholar +1 more source
Automatic Road Extraction from Remote Sensing Images Based on Rectangle Marked Point Process
Canadian Journal of Remote Sensing, 2021 Aiming at solving inaccurate and incomplete extraction of road in remote sensing images, this paper proposes an automatic extraction algorithm based on Rectangle Marked Point Process (RMPP).
You Wu, Quanhua Zhao, Yu Li, Yiding Wang
doaj +1 more source
Stochastic environmental research and risk assessment (Print), 2023 Understanding the spatio-temporal dynamics of COVID-19 transmission is necessary to plan better strategies for controlling the spread of the disease. However, only a few studies explore the COVID-19 transmission risk over a fine spatial resolution while ...
Achmad Choiruddin +3 more
semanticscholar +1 more source
Methods in Ecology and Evolution, 2023 The potential for statistical complexity in species distribution models (SDMs) has greatly increased with advances in computational power. Structurally complex models provide the flexibility to analyse intricate ecological systems and realistically messy
Megan R. Laxton +3 more
doaj +1 more source
Analysing changes in spatial point patterns: A proposal using data from a forest thinning experiment
Forest Ecosystems, 2022 Spatial patterns reveal critical features at the individual and community levels. However, how to evaluate changes in spatial characteristics remains largely unexplored.
Christian Salas-Eljatib +4 more
doaj +1 more source