Time Series; Feature Selection; Correlation Analysis; Modeling; Nonlinear Systems - Articles

Feature Selection for Time Series Modeling (Articles)

Qing-Guo Wang, Xian Li, Qin Qin

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53017 7,298 Downloads 11,559 Views Citations
An Improved Time Series Symbolic Representation Based on Multiple Features and Vector Frequency Difference (Articles)

Lijuan Yan, Xiaotao Wu, Jiaqing Xiao

Journal of Computer and Communications Vol.10 No.6, June 30, 2022

DOI: 10.4236/jcc.2022.106005 339 Downloads 2,170 Views Citations
This article belongs to the Special Issue on Data Science and Applications
Age Dependence of the Menstrual Cycle Correlation Dimension (Articles)

Gregory N. Derry, Paula S. Derry

Open Journal of Biophysics Vol.2 No.2, April 27, 2012

DOI: 10.4236/ojbiphy.2012.22006 4,552 Downloads 10,318 Views Citations
Variation of Hyporheic Temperature Profiles in a Low Gradient Third-Order Agricultural Stream—A Statistical Approach (Articles)

Vanessa Beach, Eric W. Peterson

Open Journal of Modern Hydrology Vol.3 No.2, April 29, 2013

DOI: 10.4236/ojmh.2013.32008 6,095 Downloads 9,966 Views Citations
MultiDMet: Designing a Hybrid Multidimensional Metrics Framework to Predictive Modeling for Performance Evaluation and Feature Selection (Articles)

Tesfay Gidey Hailu, Taye Abdulkadir Edris

Intelligent Information Management Vol.15 No.6, November 24, 2023

DOI: 10.4236/iim.2023.156019 286 Downloads 1,158 Views Citations
Application of Time Series Analysis to Annual Rainfall Values in Debre Markos Town, Ethiopia (Articles)

Sintayehu Adefires Abebe

Computational Water, Energy, and Environmental Engineering Vol.7 No.3, June 6, 2018

DOI: 10.4236/cweee.2018.73005 1,640 Downloads 4,873 Views Citations
Time Series Anomaly Detection Based on the Combination of Trend Feature Discrimination and Expert Memory (Articles)

Yuan Jiang, Xinchen Xu, Huacheng Cui, Shengyan Song, Zuixing Lin, Zhe Li, He Lin, Xuewen Ding

Journal of Computer and Communications Vol.13 No.10, October 15, 2025

DOI: 10.4236/jcc.2025.1310004 56 Downloads 524 Views Citations
The Regression Analysis between the Meteorological Synthetic Index Sequence and PM2.5 Concentration (Articles)

Weijuan Liang, Zhaogan Zhang, Jing Gao, Wanyu Li, Xiaofan Liu, Liyuan Bai, Yufeng Gui

Applied Mathematics Vol.6 No.11, October 29, 2015

DOI: 10.4236/am.2015.611168 2,720 Downloads 3,771 Views Citations
Correlation between Solar Semi-Diameter and Geomagnetic Time Series (Articles)

Eugênio Reis Neto, Vitor Hugo Alves Dias, Andrés Reinaldo Rodriguez Papa, Alexandre Humberto Andrei, Jucira Lousada Penna, Irineu Figueiredo, Sérgio Calderari Boscardin, Victor de Amorin d’Ávila

International Journal of Geosciences Vol.3 No.2, May 23, 2012

DOI: 10.4236/ijg.2012.32034 5,007 Downloads 7,988 Views Citations
Application of Time Series Analysis in Emotion Fluctuation Research (Articles)

Jiayi Zhao

Open Journal of Social Sciences Vol.12 No.11, November 28, 2024

DOI: 10.4236/jss.2024.1211045 147 Downloads 1,223 Views Citations
Feasibility Study of Parameter Identification Method Based on Symbolic Time Series Analysis and Adaptive Immune Clonal Selection Algorithm (Articles)

Rongshuai Li, Akira Mita, Jin Zhou

Open Journal of Civil Engineering Vol.2 No.4, December 6, 2012

DOI: 10.4236/ojce.2012.24026 4,671 Downloads 8,298 Views Citations
Hybrid Methodology for Structural Health Monitoring Based on Immune Algorithms and Symbolic Time Series Analysis (Articles)

Rongshuai Li, Akira Mita, Jin Zhou

Journal of Intelligent Learning Systems and Applications Vol.5 No.1, February 22, 2013

DOI: 10.4236/jilsa.2013.51006 4,692 Downloads 7,357 Views Citations
Characteristic sites in the internal proteins of avian and human influenza viruses (Articles)

David King, Zachary Miller, Wesley Jones, Wei Hu

Journal of Biomedical Science and Engineering Vol.3 No.10, October 28, 2010

DOI: 10.4236/jbise.2010.310125 5,159 Downloads 9,515 Views Citations
Analyzing the Impact of Feature Selection on Crop Yield Prediction (Articles)

Jayshree Hajgude, Tanuja Sarode

Journal of Computer and Communications Vol.12 No.8, August 30, 2024

DOI: 10.4236/jcc.2024.128017 158 Downloads 1,002 Views Citations
A Nonlinear Autoregressive Scheme for Time Series Prediction via Artificial Neural Networks (Articles)

Rohit Raturi, Hayk Sargsyan

Journal of Computer and Communications Vol.6 No.9, September 7, 2018

DOI: 10.4236/jcc.2018.69002 1,446 Downloads 5,554 Views Citations
The Myths about Forecasting, Business Cycles and Time Series, Which Prevent Economists to Forecast: With an Application to Shipping Industry (Articles)

Alexandros M. Goulielmos

Modern Economy Vol.8 No.12, December 8, 2017

DOI: 10.4236/me.2017.812097 1,228 Downloads 3,598 Views Citations
Forecasting Economic Time Series in the Presence of Variance Instability and Outliers (Articles)

Alexandros E. Milionis, Nikolaos G. Galanopoulos

Theoretical Economics Letters Vol.9 No.8, December 13, 2019

DOI: 10.4236/tel.2019.98182 773 Downloads 2,290 Views Citations
A Minimal Subset of Features Using Feature Selection for Handwritten Digit Recognition (Articles)

Areej Alsaafin, Ashraf Elnagar

Journal of Intelligent Learning Systems and Applications Vol.9 No.4, October 31, 2017

DOI: 10.4236/jilsa.2017.94006 7,011 Downloads 13,307 Views Citations
Feature Selection with Non Linear PCA: A Neural Network Approach (Articles)

Crescenzio Gallo, Vito Capozzi

Journal of Applied Mathematics and Physics Vol.7 No.10, October 31, 2019

DOI: 10.4236/jamp.2019.710173 1,336 Downloads 4,198 Views Citations
A New Extended BIC and Sequential Lasso Regression Analysis and Their Application in Classification (Articles)

Jie Chen, Wanzhou Ye

Advances in Pure Mathematics Vol.13 No.5, May 31, 2023

DOI: 10.4236/apm.2023.135020 265 Downloads 1,074 Views Citations

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