AIMC Topic: Investments

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Effects of cost-benefit analysis under back propagation neural network on financial benefit evaluation of investment projects.

PloS one Mar 5, 2020
To determine the influence of the weight of the economic effectiveness evaluation criteria of the major investments of listed enterprises, and provide new management ideas for the development of the follow-up enterprises, firstly, the financial benef...
Cost-Benefit Analysis Models, Economic Income Neural Networks, Computer Algorithms Investments
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Comprehensive evaluation of benefits from environmental investment: take China as an example.

Environmental science and pollution research international Feb 19, 2020
With the rapid development of social economy and the increasing environmental pollution in China, the government's environmental investment has been gradually increasing, and an effective evaluation system is required to study the benefits from envir...
Fuzzy Logic China Environmental Pollution Investments
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Deep architectures for long-term stock price prediction with a heuristic-based strategy for trading simulations.

PloS one Oct 10, 2019
Stock price prediction is a popular yet challenging task and deep learning provides the means to conduct the mining for the different patterns that trigger its dynamic movement. In this paper, the task is to predict the close price for 25 companies e...
Algorithms Romania Computer Simulation Investments Heuristics Deep Learning Commerce Time Factors Neural Networks, Computer Reproducibility of Results
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Fuzzy Model for Quantitative Assessment of Environmental Start-up Projects in Air Transport.

International journal of environmental research and public health Sep 25, 2019
The purpose of this paper is to develop an applied fuzzy model of information technology to obtain quantitative estimates of environmental start-up projects in air transport. The developed model will become a useful tool for venture funds, business a...
Decision Making Models, Economic Environment Fuzzy Logic Investments Aviation
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A Fuzzy Model of Risk Assessment for Environmental Start-up Projects in the Air Transport Sector.

International journal of environmental research and public health Sep 24, 2019
The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for ...
Fuzzy Logic Software Decision Making Risk Assessment Investments Environment Aviation
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Financial time series forecasting using twin support vector regression.

PloS one Mar 13, 2019
Financial time series forecasting is a crucial measure for improving and making more robust financial decisions throughout the world. Noisy data and non-stationarity information are the two key factors in financial time series prediction. This paper ...
Models, Economic Investments Regression Analysis Financial Management Decision Making, Computer-Assisted Humans Forecasting Time Factors Support Vector Machine Databases, Factual
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A novel stock forecasting model based on High-order-fuzzy-fluctuation Trends and Back Propagation Neural Network.

PloS one Feb 8, 2018
In this paper, we propose a hybrid method to forecast the stock prices called High-order-fuzzy-fluctuation-Trends-based Back Propagation(HTBP)Neural Network model. First, we compare each value of the historical training data with the previous day's v...
Neural Networks, Computer Forecasting Fuzzy Logic Algorithms Empirical Research Taiwan Investments
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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...
Investments Commerce Environment Taiwan Models, Economic Artificial Intelligence Algorithms Forecasting Humans
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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. ...
Probability Forecasting Models, Economic Neural Networks, Computer Reproducibility of Results Commerce Algorithms Movement Investments
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Predicting Market Impact Costs Using Nonparametric Machine Learning Models.

PloS one Feb 29, 2016
Market impact cost is the most significant portion of implicit transaction costs that can reduce the overall transaction cost, although it cannot be measured directly. In this paper, we employed the state-of-the-art nonparametric machine learning mod...
Costs and Cost Analysis Statistics, Nonparametric Investments Machine Learning Regression Analysis
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