Traffic flow forecasting based on a hybrid model

C Wang, Z Ye - Journal of Intelligent Transportation Systems, 2016 - Taylor & Francis
Real-time traffic flow forecasting is of great importance in the development of advanced
traffic management systems and advanced traveler information systems. Traffic flow is …

Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series

A Katrompas, V Metsis - … of the 17th International Conference on …, 2024 - dl.acm.org
Time-series classification is vital in health monitoring and human activity recognition, as well
as in areas such as financial forecasting, process control, and a wide array of forecasting …

Time varying moments, regime switch, and crisis warning: The birth–death process with changing transition probability

Y Tang, P Chen - Physica A: Statistical Mechanics and its Applications, 2014 - Elsevier
The sub-prime crisis in the US reveals the limitation of diversification strategy based on
mean–variance analysis. A regime switch and a turning point can be observed using a high …

Are daily and weekly load and spot price dynamics in Australia's National Electricity Market governed by episodic nonlinearity?

P Wild, MJ Hinich, J Foster - Energy Economics, 2010 - Elsevier
In this article, we use half hourly spot electricity prices and load data for the National
Electricity Market (NEM) of Australia for the period from December 1998 to June 2009 to test …

Prognostics for non-monotonous health indicator data with jump diffusion process

H Ghamlouch, M Fouladirad, A Grall - Computers & Industrial Engineering, 2018 - Elsevier
For the very first time a jump diffusion process with Markovian covariates is used for
prognostics and health monitoring. This paper aims to give a methodology for reliability and …

[PDF][PDF] A Cumulant-based stock market volatility modeling–Evidence from the international stock markets

S Dudukovic - Journal of Finance and Accountancy, 2014 - researchgate.net
The pourpose of this paper is to propose the Stock Market (SM) volatility estimation method
based on the Higher Order Cumulant (HOC) function, and to apply it to the cases when stock …

Evaluating Realized Volatility Models with Higher Order Cumulants: HAR-RV Versus ARIMA-RV

S Dudukovic - Eurasian Economic Perspectives: Proceedings of the …, 2019 - Springer
The objective of this paper is to introduce a new Realized Volatility (RV) Model. The model
solves the problems of capturing long memory and heavy tales, which persist in current …

[PDF][PDF] El mercado de commodities: episodios de no linealidad en el rendimiento diario del precio spot del maíz amarillo

SLC Ramírez, VMC Girón, PLC Arellano - researchgate.net
Al mercado de derivados acuden ofertantes y demandantes para realizar alguna
transacción sobre el precio base. Estas transacciones se dan en mercados regulados y no …

Modélisation de la dégradation, maintenance conditionnelle et pronostic: usage des processus de diffusion

H Ghamlouch - 2016 - theses.hal.science
Aujourd'hui la prédiction des défaillances de certains systèmes industriels est devenue
indispensable pour l'amélioration de la fiabilité et de la rentabilité de ces derniers. Cette …

[PDF][PDF] Testing GARCH and RV Exchange Rate Volatility Models using Hinich Tricorrelations

SS Dudukovic - Oxford Journal: An International Journal of Business & …, 2014 - ojbe.org
Testing GARCH and RV Exchange Rate Volatility Models using Hinich Tricorrelations Page 1
Testing GARCH and RV Exchange Rate Volatility Models using Hinich Tricorrelations Sanja S …