Towards optimal symbolization for time series comparisons

QR Code

Towards optimal symbolization for time series comparisons

The abundance and value of mining large time series data sets has long been acknowledged. Ubiquitous in fields ranging from astronomy, biology and web science the size and number of these datasets continues to increase, a situation exacerbated by the exponential growth of our digital footprints. The...

Full description

Bibliographic Details
Main Authors:	Smith, Gavin, Goulding, James, Barrack, Duncan
Format:	Conference or Workshop Item
Published:	2013
Subjects:	Time series analysis; Quantization (signal); Equations; Mathematical model; Data mining; Approximation methods; Simulated annealing
Online Access:	https://eprints.nottingham.ac.uk/52220/

Similar Items

A novel symbolization technique for time-series outlier detection
by: Smith, Gavin, et al.
Published: (2015)

AMP: a new time-frequency feature extraction method for intermittent time-series data
by: Barrack, Duncan S., et al.
Published: (2015)

A comparison of multivariate and univariate time series approaches to modelling and forecasting emergency department demand in Western Australia
by: Aboagye-Sarfo, P., et al.
Published: (2015)

Robust methods in univariate time series models
by: Whitehouse, Emily J.
Published: (2017)

Applied analysis of labour and financial markets using time series methods.
by: MacDonald, Garry A.
Published: (1997)

Visualization of the controller states of an autogenous mill from time series data
by: Aldrich, Chris, et al.
Published: (2014)

Comparison of wave height interpolation with wavelet refined cubic spline and fractal methods
by: Liu, Xin, et al.
Published: (2014)

A New Hybrid Descent Method with Application to the Optimal Design of Finite Precision FIR Filters
by: Yiu, Ka Fai, et al.
Published: (2009)

Time series modelling of tourist arrivals to Malaysia
by: Shitan, Mahendran
Published: (2008)

A time series analysis of determinants of FDI in Afghanistan: which one matters the most, security or economic growth? / Abdul Fareed Delawari
by: Delawari, Abdul Fareed
Published: (2018)

Improved orthogonal array based simulated annealing for design optimization
by: Chan, Kit Yan, et al.
Published: (2009)

Tuning a Simulated Annealing metaheuristic for cross-domain search
by: Jackson, Warren G., et al.
Published: (2017)

Integrating Modes of Policy Analysis and Strategic Management Practice: Requisite Elements and Dilemmas
by: Eden, C., et al.
Published: (2009)

Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems
by: Aladi, Jabran Hussain, et al.
Published: (2016)

Change point detection in time series data with random forests
by: Auret, L., et al.
Published: (2010)

Investigating the Propagation Mechanism of Unmodelled Systematic Errors on Coordinate Time Series Estimated Using Least Squares
by: Stewart, Michael, et al.
Published: (2005)

Properties of selected garma models and their estimation procedures
by: Ramiah Pillai, Thulasyammal
Published: (2012)

Correlation-aided method for identification and gradation of periodicities in hydrologic time series
by: Xie, Ping, et al.
Published: (2021)

An adaptive evolutionary multi-objective approach based on simulated annealing
by: Li, Hui, et al.
Published: (2011)

Time series properties of the class of generalized first order autoregressive processes with moving average errors
by: Shitan, Mahendran, et al.
Published: (2011)

Nonparametric conditional mean cumulative functions for comparison of random-interval counting processes with applications to panel count data analysis in medical study
by: Tan, Pei Ling
Published: (2018)

Neural fields with sigmoidal firing rates: approximate solutions
by: Coombes, Stephen, et al.
Published: (2010)

Thomsen's parameters from p-wave measurements in a spherical sample
by: Bona, Andrej, et al.
Published: (2010)

Application of Heuristic Methods To Portfolio Optimisation: An Object-Oriented Approach
by: Adedoyin, Olatunde
Published: (2008)

A simulated annealing based genetic local search algorithm for multi-objective multicast routing problems
by: Xu, Ying, et al.
Published: (2013)

An investigation of novel approaches for optimising retail shelf space allocation
by: Bai, Ruibin
Published: (2005)

The continuous single-source capacitated multi-facility Weber problem with setup costs: formulation and solution methods
by: Irawan, Chandra Ade, et al.
Published: (2019)

Enhanced simulated annealing for solving aggregate production planning
by: Abu Bakar, Mohd Rizam, et al.
Published: (2016)

Piecewise Approximate Bayesian Computation: fast inference for discretely observed Markov models using a factorised posterior distribution
by: White, S.R., et al.
Published: (2015)

Fuzzy time series and geometric brownian motion in forecasting stock prices in Bursa Malaysia / Nur Ezzati Dayana Mohd Ramli
by: Mohd Ramli, Nur Ezzati Dayana
Published: (2020)

Out of hours workload management: Bayesian inference for decision support in secondary care
by: Pérez López, Iker, et al.
Published: (2016)

An efficient sampling scheme for approximate processing of decision support queries
by: Rudra, Amit, et al.
Published: (2012)

Picking adequate samples for approximate decision support queries using inverse SRSWOR
by: Rudra, Amit, et al.
Published: (2012)

Chemical recycling of polyethylene terephthalate waste into BHET monomer using convection-conductive and microwave assisted glycolysis techniques
by: Mhd. Adnan, Amir Syariffuddeen
Published: (2012)

Impact of infection control interventions on rates of Staphylococcus aureus bacteraemia in National Health Service acute hospitals, East Midlands, UK, using interrupted time-series analysis
by: Newitt, S., et al.
Published: (2015)

An evaluation of Key Performance Indicators for beef herds
by: Hewitt, Sarah
Published: (2022)

Error estimations of Homotopy perturbation method for linear integral and integro-differential equations of the third kind
by: Eshkuvatov, Zainidin K., et al.
Published: (2016)

Classification of process dynamics with Monte Carlo singular spectrum analysis
by: Jemwa, G., et al.
Published: (2006)

Advancing explainability in multivariate time series classification through generative models
by: Meng, Han
Published: (2024)

Cellular composition characterizing postnatal development and maturation of the mouse brain and spinal cord
by: Fu, Y., et al.
Published: (2013)