Theory and applications of time series analysis: selected contributions from ITISE 2018
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| Other Authors: | , , , |
| Format: | Conference Proceeding Book |
| Language: | English |
| Published: |
Cham
Springer
[2019]
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| Series: | Contributions to statistics
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| Subjects: | |
| Online Access: | Cover Inhaltsverzeichnis Buchcover |
| ISBN: | 9783030260354 |
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Record in the Search Index
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| adam_text | Contents Advanced Statistical Methods for Time Series Analysis and Forecasting Identification of Nonstationary Processes Using Noncausal Bidirectional Lattice Filtering........................................................................... Maciej Niedźwiecki and Damian Chojnacki 3 Normalized Entropy Aggregation for Inhomogeneous Large-Scale Data................................................................................................ Maria da Conceição Costa and Pedro Macedo 19 Modified Granger Causality in Selected Neighborhoods............................ Martina Chvosteková Computing Environment for Forecasting Based on System Dynamics Models................................................................................................ Radosław Pytlak, Damian Suski, Tomasz Tarnawski, Zbigniew Wawrzyniak, Tomasz Zawadzki and Paweł Cichosz Novel Order Patterns Recurrence Plot-Based Quantification Measures to Unveil Deterministic Dynamics fromStochastic Processes.................. Shuixiu Lu, Sebastian Oberst, Guoqiang Zhang and Zongwei Luo Time Series Modeling with MATLAB: The SSpace Toolbox................... Diego J. Pedregal, Marco A. Villegas, Diego A. Villegas and Juan R. Trapero 31 43 57 71 Advanced Computational Intelligence Methods for Time Series Analysis and Forecasting Stacked LSTM Snapshot Ensembles for Time Series Forecasting......... Sascha Krstanovic and Heiko Paulheim 87 xiii
XIV Contents Change Detection for Streaming Data Using Wavelet-Based Least Squares Density-Difference................................................................................. Nenad Mijatovic, Rana Haber, Mark Moyou, Anthony O. Smith and Adrian M. Peter Selection of Neural Network for Crime Time Series Prediction by Virtual Leave-One-Out Tests......................................................................... Stanisław Jankowski, Zbigniew Szymański, Zbigniew Wawrzyniak, Paweł Cichosz, Eliza Szczechla and Radosław Pytlak FPGA-Based Echo-State Networks..................................................................... Erik S. Skibinsky-Gitlin, Miquel L. Alomar, Vincent Canals, Christiam F. Frasser, Eugeni lsem, Fabio Galán-Prado, Alejandro Mórán, Mique! Roca and Josep L. Rosselló 99 117 135 Econometric Models, Financial Forecasting and Risk Analysis Conditional Heteroskedasticity in Long-Memory Model “FIMACH” for Return Volatilities in Equity Markets...................................................... A. M. M. Shahiduzzaman Quoreshi and Sabur Mollah 149 Using Subspace Methods to Model Long-Memory Processes................... Dietmar Bauer 171 Robust Forecasting of Multiple Yield Curves............................................... Christoph Gerhart, Eva Lütkebohmert and Marc Weber 187 The Changing Shape of Sovereign Default Intensities............................... Yusho Kagraoka and Zakaria Moussa 203 Permutation Entropy as the Measure of Globalization Process.............. Janusz Miśkiewicz 217 Time Series Analysis in Earth Sciences Forecasting Subtidal
Water Levels and Currents in Estuaries: Assessment of Management Scenarios.......................................................... M. Á. Reyes Merlo, R. Siles-Ajamil and M. Diez-Minguito 229 Spatial Distribution of Climatic Cycles in Andalusia (Southern Spain)................................................................................................ J. Sánchez-Morales, E. Pardo-Igúzquiza and F. J. Rodriguez-Tovar 243 Localized Online Weather Predictions with Overnight Adaption............ Michael Zauner, Michaela Killian and Martin Kozek 257 Storm Characterization Using a BME Approach........................................ Manuel Cobos, Andrea Lira-Loarca, George Christakos and Asunción Baquerizo 271
Contents XV Energy Time Series Forecasting Adaptive Methods for Energy Forecasting of Production and Demand of Solar-Assisted Heating Systems................................................................. 287 Viktor Unterberger, Thomas Nigitz, Maura Luzzu, Daniel Muschick and Markus Gölles Short-Term Forecast of Wind Turbine Production with Machine Learning Methods: Direct and Indirect Approach..................................... Mamadou Dione and Eric Matzner-Løber 301 Time Series Analysis and Prediction in Other Real Problems A Simulation of a Custom Inspection in the Airport................................ Kalle Saastamoinen, Petteri Mattila and Antti Rissanen Comparing Time Series Prediction Approaches for Telecom Analysis........................................................................................ André Pinho, Rogério Costa, Helena Silva and Pedro Furtado Application of Load Forecasting in Thermal Unit Commitment Problems: A Pattern Similarity Approach................................................... Guilherme Costa Silva, Adriano C. Lisboa, Douglas A. G. Vieira and Rodney R. Saldanha 319 331 347 ICA-Derived Respiration Using an Adaptive R-Peak Detector................ Christina Kozia, Randa Herzallah and David Lowe 363 Author Index....................................................................................................... 379
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| spelling | ITISE 2018 Granada Verfasser (DE-588)1200565126 aut Theory and applications of time series analysis selected contributions from ITISE 2018 Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas, Editors Cham Springer [2019] txt rdacontent n rdamedia nc rdacarrier Contributions to statistics (DE-588)1071861417 Konferenzschrift 2018 Granada gnd-content Valenzuela, Olga edt Rojas, Fernando edt Pomares, Héctor edt Rojas, Ignacio 1969- (DE-588)107192530X edt Erscheint auch als Online-Ausgabe 978-3-030-26036-1 V:DE-576;X:SPRINGER image/jpeg http://swbplus.bsz-bw.de/bsz1669179451cov.htm 20191015142822 Cover Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031821789&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031821789&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Buchcover |
| spellingShingle | Theory and applications of time series analysis selected contributions from ITISE 2018 |
| subject_GND | (DE-588)1071861417 |
| title | Theory and applications of time series analysis selected contributions from ITISE 2018 |
| title_auth | Theory and applications of time series analysis selected contributions from ITISE 2018 |
| title_exact_search | Theory and applications of time series analysis selected contributions from ITISE 2018 |
| title_full | Theory and applications of time series analysis selected contributions from ITISE 2018 Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas, Editors |
| title_fullStr | Theory and applications of time series analysis selected contributions from ITISE 2018 Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas, Editors |
| title_full_unstemmed | Theory and applications of time series analysis selected contributions from ITISE 2018 Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas, Editors |
| title_short | Theory and applications of time series analysis |
| title_sort | theory and applications of time series analysis selected contributions from itise 2018 |
| title_sub | selected contributions from ITISE 2018 |
| topic_facet | Konferenzschrift 2018 Granada |
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