Results 261 to 270 of about 1,772,398 (306)

Short Term Prediction on Bitcoin Price Using ARIMA Method

2019 International Seminar on Application for Technology of Information and Communication (iSemantic), 2019
Bitcoin is currently the most widely used digital currency. The popularity of bitcoin continues to increase and become an asset of investment. To handle with the erratic bitcoin price changes, a prediction method is needed to help its users in predicting
I. M. Wirawan, Triyanna Widiyaningtyas, Muchammad Maulana Hasan   +2 more
semanticscholar   +1 more source

ENSO prediction and short-term climate prediction

2010
We begin by making some non-standard distinctions, solely for convenience in the following discussion. We will define “ENSO prediction” as the process of predicting the SST in the tropical Pacific a month to a year or so in advance. We will use “short-term climate prediction” to refer to the procedure of predicting the climatic conditions in the global
openaire   +1 more source

Short-term prediction of intersection turning volume using seasonal ARIMA model

Transportation letters, 2019
Accurate prediction of turning volumes at urban intersections is useful in Advanced Traffic Management Systems (ATMS). Existing studies on traffic flow prediction have mostly focused on midblock sections and only limited studies were undertaken on urban ...
Omkar Giraka, Vasantha Kumar Selvaraj
semanticscholar   +1 more source

Multivariate short‐term rainfall prediction

Water Resources Research, 1980
Accurate hydrologie forecasting for basins with a short response time depends on the ability to predict quantitative rainfall rates. This study develops a stochastic model for short‐term (of the order of 1 hour or less) rainfall prediction. The model simultaneously predicts rainfall rates at multiple locations and for multiple values of prediction lead.
Edward R. Johnson, Rafael L. Bras
openaire   +1 more source

Short-Term Predictability of the Term Structure

The Journal of Fixed Income, 2004
This research shows significant short-term momentum in U.S. Treasury yields. The evidence comes from principal components analysis of the term structure, and then modeling the two leading factors as ARIMA processes. Application of the prediction results to bond portfolio selection indicates frequent rebalancing of bond allocations may lead to ...
Haim Reisman, Gady Zohar
openaire   +1 more source

Short-term prediction of carbon emissions based on the EEMD-PSOBP model

Environmental science and pollution research international, 2021
Wei Sun, Chumeng Ren
semanticscholar   +1 more source

Accurate short-term precipitation prediction

Nature Computational Science, 2021
openaire   +2 more sources

Short-term predictions in forex trading

Physica A: Statistical Mechanics and its Applications, 2004
Abstract Using a kinetic equation that is used to model turbulence (Physica A, 1985–1988, Physica D, 2001–2003), we redefine variables to model the time evolution of the foreign exchange rates of three major currencies. We display live and predicted data for one period of trading in October, 2003.
openaire   +1 more source

Short-term air quality prediction based on EMD-transformer-BiLSTM

Scientific Reports
Actual acquired air quality time series data are highly volatile and nonstationary, and accurately predicting nonlinear time series data containing complex noise is an ongoing challenge.
Jie Dong, Yaoli Zhang, Jiang Hu
semanticscholar   +1 more source

A Short-Term Traffic Flow Prediction Model Based on an Improved Gate Recurrent Unit Neural Network

IEEE Transactions on Intelligent Transportation Systems, 2022
Naixue Xiong, Ken Cai, Wanneng Shu
exaly