GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

Deep learning for time series classification: a review

(2019) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space

(2017) Mario A. Muñoz et al.   EVOLUTIONARY COMPUTATION

Instance spaces for machine learning classification

(2017) Mario A. Muñoz et al.   MACHINE LEARNING

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Evaluation and comparison of statistical methods for early temporal detection of outbreaks: A simulation-based study

(2017) Gabriel Bédubourg et al.   PLoS One

Generating new test instances by evolving in instance space

(2015) Kate Smith-Miles et al.   COMPUTERS & OPERATIONS RESEARCH

An Iterative Coordinate Descent Algorithm for High-Dimensional Nonconvex Penalized Quantile Regression

(2015) Bo Peng et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Classes of structures in the stable atmospheric boundary layer

(2015) Yanfei Kang et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Maximum Entropy Bootstrap for Time Series: ThemebootRPackage

(2015) Hrishikesh D. Vinod et al.   Journal of Statistical Software

‘Horses for Courses’ in demand forecasting

(2014) Fotios Petropoulos et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Highly Comparative Feature-Based Time-Series Classification

(2014) Ben D. Fulcher et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

psd: Adaptive, sine multitaper power spectral density estimation for R

(2013) Andrew J. Barbour et al.   COMPUTERS & GEOSCIENCES

Detecting and Classifying Events in Noisy Time Series

(2013) Yanfei Kang et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES

Approximation of conditional densities by smooth mixtures of regressions

(2010) Andriy Norets   ANNALS OF STATISTICS

Flexible modeling of conditional distributions using smooth mixtures of asymmetric student t densities

(2010) Feng Li et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

SEASONALITY AND THE ORDER OF INTEGRATION FOR CONSUMPTION*

(2010) Denise R. Osborn et al.   OXFORD BULLETIN OF ECONOMICS AND STATISTICS

Regression density estimation using smooth adaptive Gaussian mixtures

(2009) Mattias Villani et al.   JOURNAL OF ECONOMETRICS

Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis

(2008) Shanshan Wang et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Rule induction for forecasting method selection: Meta-learning the characteristics of univariate time series

(2008) Xiaozhe Wang et al.   NEUROCOMPUTING