Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
Small Crack Fatigue Growth and Detection Modeling with Uncertainty and Acoustic Emission Application (Reuel Smith, Mohammad Modarres)....Pages 3-17
Acanthuridae and Scarinae: Drivers of the Resilience of a Polynesian Coral Reef (Alizée Martin, Charlotte Moritz, Gilles Siu, René Galzin)....Pages 19-34
Using Time Series Analysis for Estimating the Time Stamp of a Text (Costin-Gabriel Chiru, Madalina Toia)....Pages 35-47
Using LDA and Time Series Analysis for Timestamping Documents (Costin-Gabriel Chiru, Bishnu Sarker)....Pages 49-61
Front Matter ....Pages 63-63
Fractal Complexity of the Spanish Index IBEX 35 (M. A. Navascués, M. V. Sebastián, M. Latorre, C. Campos, C. Ruiz, J. M. Iso)....Pages 65-76
Fractional Brownian Motion in OHLC Crude Oil Prices (Mária Bohdalová, Michal Greguš)....Pages 77-87
Time-Frequency Representations as Phase Space Reconstruction in Symbolic Recurrence Structure Analysis (Mariia Fedotenkova, Peter beim Graben, Jamie W. Sleigh, Axel Hutt)....Pages 89-102
Analysis of Climate Dynamics Across a European Transect Using a Multifractal Method (Jaromir Krzyszczak, Piotr Baranowski, Holger Hoffmann, Monika Zubik, Cezary Sławiński)....Pages 103-116
Front Matter ....Pages 117-117
Comparative Analysis of ARMA and GARMA Models in Forecasting (Thulasyammal Ramiah Pillai, Murali Sambasivan)....Pages 119-132
SARMA Time Series for Microscopic Electrical Load Modeling (Martin Hupez, Jean-François Toubeau, Zacharie De Grève, François Vallée)....Pages 133-145
Diagnostic Checks in Multiple Time Series Modelling (Huong Nguyen Thu)....Pages 147-158
Mixed AR(1) Time Series Models with Marginals Having Approximated Beta Distribution (Tibor K. Pogány)....Pages 159-171
Prediction of Noisy ARIMA Time Series via Butterworth Digital Filter (Livio Fenga)....Pages 173-196
Mandelbrot’s 1/f Fractional Renewal Models of 1963–67: The Non-ergodic Missing Link Between Change Points and Long Range Dependence (Nicholas Wynn Watkins)....Pages 197-208
Detection of Outlier in Time Series Count Data (Vassiliki Karioti, Polychronis Economou)....Pages 209-221
Ratio Tests of a Change in Panel Means with Small Fixed Panel Size (Barbora Peštová, Michal Pešta)....Pages 223-240
Front Matter ....Pages 241-241
Operational Turbidity Forecast Using Both Recurrent and Feed-Forward Based Multilayer Perceptrons (Michaël Savary, Anne Johannet, Nicolas Massei, Jean-Paul Dupont, Emmanuel Hauchard)....Pages 243-256
Productivity Convergence Across US States in the Public Sector. An Empirical Study (Miriam Scaglione, Brian W. Sloboda)....Pages 257-270
Proposal of a New Similarity Measure Based on Delay Embedding for Time Series Classification (Basabi Chakraborty, Sho Yoshida)....Pages 271-284
A Fuzzy Time Series Model with Customized Membership Functions (Tamás Jónás, Zsuzsanna Eszter Tóth, József Dombi)....Pages 285-298
Model-Independent Analytic Nonlinear Blind Source Separation (David N. Levin)....Pages 299-311
Dantzig-Selector Radial Basis Function Learning with Nonconvex Refinement (Tomojit Ghosh, Michael Kirby, Xiaofeng Ma)....Pages 313-327
A Soft Computational Approach to Long Term Forecasting of Failure Rate Curves (Gábor Árva, Tamás Jónás)....Pages 329-342
A Software Architecture for Enabling Statistical Learning on Big Data (Ali Behnaz, Fethi Rabhi, Maurice Peat)....Pages 343-357
Front Matter ....Pages 359-359
Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling (Marek Brabec, Pavel Krc, Krystof Eben, Emil Pelikan)....Pages 361-373
Analysis of Time-Series Eye-Tracking Data to Classify and Quantify Reading Ability (Goutam Chakraborty, Zong Han Wu)....Pages 375-386
Forecasting the Start and End of Pollen Season in Madrid (Ricardo Navares, José Luis Aznarte)....Pages 387-399
Statistical Models and Granular Soft RBF Neural Network for Malaysia KLCI Price Index Prediction (Dusan Marcek)....Pages 401-412
Back Matter ....Pages 413-414