Godsill, Simon
- Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data
2023/03/26 by Caber, Nermin, Ahmad, Bashar I., Liang, Jiaming +5 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Non-Gaussian Process Regression
2022/09/07 by Yaman Kındap, Kındap, Yaman, Simon Godsill +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Point process simulation of generalised hyperbolic Lévy processes
2023/03/18 by Yaman Kindap, Kindap, Yaman, Simon Godsill +1 · 2 citations
Economics, Econometrics and Finance · Computer Science · #Stochastic processes and financial applications #Financial Risk and Volatility Modeling #Bayesian Methods and Mixture Models
- Autonomous Tracking and State Estimation with Generalised Group Lasso
2020/07/22 by Rui Gao, Simo Särkkä, Gao, Rui +5 · 1 citation
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Sparse and Compressive Sensing Techniques #Distributed Sensor Networks and Detection Algorithms
- The Lévy State Space Model
2019/12/28 by Godsill, Simon, Riabiz, Marina, Kontoyiannis, Ioannis · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Methodology (stat.ME) #Probability (math.PR)
- Variational Tracking and Redetection for Closely-spaced Objects in Heavy Clutter: Supplementary Materials
2023/09/04 by Runze Gan, Qing Li, Gan, Runze +3 · 2 citations
Computer Science · Engineering · #FOS: Electrical engineering #Infrared Target Detection Methodologies #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Point process simulation of generalised inverse Gaussian processes and estimation of the Jaeger integral
2021/05/19 by Godsill, Simon, Kındap, Yaman · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Methodology (stat.ME) #Probability (math.PR) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Generalised shot noise representations of stochastic systems driven by non-Gaussian Lévy processes
2023/05/10 by Costa, Marcos Tapia, Kontoyiannis, Ioannis, Godsill, Simon · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Probability (math.PR)
- Generalised Hyperbolic State-space Models for Inference in Dynamic Systems
2023/09/20 by Yaman Kındap, Kındap, Yaman, Simon Godsill +1 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Electrical engineering #Methodology (stat.ME) #Signal Processing (eess.SP) #electronic engineering #information engineering