Idris A. Eckley

1. Optimal Detection of Changepoints With a Linear Computational Cost
   2012/10/17 by R. Killick, Rebecca Killick, Paul Fearnhead +3 · 104 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Algorithms and Data Compression #Gene expression and cancer classification #Bayesian Methods and Mixture Models
2. Subset Multivariate Collective And Point Anomaly Detection
   2019/09/04 by Alexander T. M. Fisch, Idris A. Eckley, Fisch, Alexander T M +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Computation (stat.CO) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
3. A computationally efficient, high-dimensional multiple changepoint procedure with application to global terrorism incidence
   2020/11/06 by S. O. Tickle, Tickle, S. O., Idris A. Eckley +3 · 1 citation
   Mathematics · Psychology · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #Mental Health Research Topics #Methodology (stat.ME)
4. Real Time Anomaly Detection And Categorisation
   2020/09/14 by Alexander T. M. Fisch, Lawrence Bardwell, Fisch, Alexander T. M. +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Computation (stat.CO) #Data Stream Mining Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Network Security and Intrusion Detection
5. Sparse Temporal Disaggregation
   2021/08/12 by Luke Mosley, Idris A. Eckley, Mosley, Luke +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · Social Sciences · #Applications (stat.AP) #Econometrics (econ.EM) #Economics of Agriculture and Food Markets #FOS: Computer and information sciences #FOS: Economics and business #Hydrology and Drought Analysis #Income, Poverty, and Inequality #Methodology (stat.ME)
6. An Efficient Likelihood Ratio Test for Online Changepoint Detection in the Presence of Autocorrelation
   2026/07/17 by Yuntang Fan, Paul Fearnhead, Idris A. Eckley +1 · 1 citation
   #stat.ME #stat.CO #stat.ML
7. focus and focus-cpt: Fast Online Changepoint Detection in R and Python
   2026/07/22 by Gaetano Romano, Kes Ward, Yuntang Fan +4
   #stat.ME