AIMC Topic: Commerce

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Forecasting stochastic neural network based on financial empirical mode decomposition.

Neural networks : the official journal of the International Neural Network Society Mar 18, 2017
In an attempt to improve the forecasting accuracy of stock price fluctuations, a new one-step-ahead model is developed in this paper which combines empirical mode decomposition (EMD) with stochastic time strength neural network (STNN). The EMD is a p...
Forecasting Commerce Stochastic Processes Humans Neural Networks, Computer
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An Evolutionary Method for Financial Forecasting in Microscopic High-Speed Trading Environment.

Computational intelligence and neuroscience Feb 20, 2017
The advancement of information technology in financial applications nowadays have led to fast market-driven events that prompt flash decision-making and actions issued by computer algorithms. As a result, today's markets experience intense activity i...
Models, Economic Commerce Environment Forecasting Taiwan Investments Humans Artificial Intelligence Algorithms
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A Hybrid Neural Network Model for Sales Forecasting Based on ARIMA and Search Popularity of Article Titles.

Computational intelligence and neuroscience May 22, 2016
Enhancing sales and operations planning through forecasting analysis and business intelligence is demanded in many industries and enterprises. Publishing industries usually pick attractive titles and headlines for their stories to increase sales, sin...
Publications Nonlinear Dynamics Information Storage and Retrieval Commerce Vocabulary Reproducibility of Results Models, Statistical Humans Regression Analysis Neural Networks, Computer Forecasting
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Predicting the Direction of Stock Market Index Movement Using an Optimized Artificial Neural Network Model.

PloS one May 19, 2016
In the business sector, it has always been a difficult task to predict the exact daily price of the stock market index; hence, there is a great deal of research being conducted regarding the prediction of the direction of stock price index movement. ...
Movement Investments Probability Models, Economic Commerce Neural Networks, Computer Forecasting Algorithms Reproducibility of Results
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Financial Time Series Prediction Using Elman Recurrent Random Neural Networks.

Computational intelligence and neuroscience May 18, 2016
In recent years, financial market dynamics forecasting has been a focus of economic research. To predict the price indices of stock markets, we developed an architecture which combined Elman recurrent neural networks with stochastic time effective fu...
Predictive Value of Tests Algorithms Stochastic Processes Humans Models, Economic Computer Simulation Neural Networks, Computer Time Factors Commerce
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Forecasting Natural Gas Prices Using Wavelets, Time Series, and Artificial Neural Networks.

PloS one Nov 5, 2015
Following the unconventional gas revolution, the forecasting of natural gas prices has become increasingly important because the association of these prices with those of crude oil has weakened. With this as motivation, we propose some modified hybri...
Commerce Natural Gas Petroleum Humans Neural Networks, Computer Models, Theoretical Forecasting Models, Statistical Time Factors
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A stock market forecasting model combining two-directional two-dimensional principal component analysis and radial basis function neural network.

PloS one Apr 7, 2015
In this paper, we propose and implement a hybrid model combining two-directional two-dimensional principal component analysis ((2D)2PCA) and a Radial Basis Function Neural Network (RBFNN) to forecast stock market behavior. First, 36 stock market tech...
Commerce Investments Neural Networks, Computer Models, Theoretical Principal Component Analysis
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Beyond purchase patterns: harnessing predictive analytics to anticipate unarticulated consumer needs.

Acta psychologica Jul 1, 2025
As organizations transition toward data-driven strategies, the ability to anticipate unarticulated consumer needs has emerged as a critical frontier in strategic marketing. This study investigates how predictive analytics, when integrated with artifi...
Young Adult Adult Male Commerce Artificial Intelligence Humans Marketing Female Middle Aged Jordan Saudi Arabia Consumer Behavior
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The competition between human and AI streamers: live streaming strategies in a duopoly market considering consumer heterogeneity.

Acta psychologica Jun 1, 2025
AI streamers are increasingly prevalent in e-commerce live streaming, yet their competitive impacts and the factors driving enterprise psychological decisions remain underexplored. This paper explores the decision-making process of e-commerce enterpr...
Female Decision Making Commerce Adult Consumer Behavior Male Marketing Humans Artificial Intelligence
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Building organisational cyber resilience: A strategic knowledge-based view of cyber security management.

Journal of business continuity & emergency planning May 13, 2025
The concept of cyber resilience has emerged in recent years in response to the recognition that cyber security is more than just risk management. Cyber resilience is the goal of organisations, institutions and governments across the world and yet the...
Disaster Planning Humans Knowledge Bases Risk Management Computer Security Commerce
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