AIMC Topic: Commerce

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Internet of Things Data Visualization for Business Intelligence.

Big data May 5, 2020
Internet of Things Commerce Data Visualization Artificial Intelligence Publishing
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The Fourth-Revolution in the Water Sector Encounters the Digital Revolution.

Environmental science & technology Apr 6, 2020
The so-called fourth revolution in the water sector will encounter the Big data and Artificial Intelligence (AI) revolution. The current data surplus stemming from all types of devices together with the relentless increase in computer capacity is rev...
Industry Commerce Technology Artificial Intelligence Water
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A Stochastic Multi-Attribute Method for Measuring Sustainability Performance of a Supplier Based on a Triple Bottom Line Approach in a Dual Hesitant Fuzzy Linguistic Environment.

International journal of environmental research and public health Mar 23, 2020
China is a developing country and with the speeding up of its industrialization, the environmental problems are becoming more serious, environmental pollution is a major environmental health problem in China. In order to have a more effective managem...
Decision Making Sustainable Development Linguistics Commerce China Fuzzy Logic
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Forecasting stock prices with long-short term memory neural network based on attention mechanism.

PloS one Jan 3, 2020
The stock market is known for its extreme complexity and volatility, and people are always looking for an accurate and effective way to guide stock trading. Long short-term memory (LSTM) neural networks are developed by recurrent neural networks (RNN...
Neural Networks, Computer Forecasting Attention Humans Commerce Wavelet Analysis
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Pythagorean 2-Tuple Linguistic Taxonomy Method for Supplier Selection in Medical Instrument Industries.

International journal of environmental research and public health Dec 3, 2019
Supplier selection in medical instrument industries is a classical multiple attribute group decision making (MAGDM) problem. The Pythagorean 2-tuple linguistic sets (P2TLSs) can reflect uncertain or fuzzy information well and solve the supplier selec...
Industry Commerce Decision Making Equipment and Supplies Linguistics Fuzzy Logic
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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...
Romania Investments Deep Learning Computer Simulation Neural Networks, Computer Heuristics Time Factors Reproducibility of Results Algorithms Commerce
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Spatial-temporal variation characteristics and evolution of the global industrial robot trade: A complex network analysis.

PloS one Sep 26, 2019
Industrial robots are a strategic future technology and an important part of the development of artificial intelligence, and they are a necessary means for the intelligent transformation of manufacturing industry. Based on global industrial robot tra...
Commerce Artificial Intelligence Spatio-Temporal Analysis Italy Japan China Germany Robotics
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Alcohol outlets and firearm violence: a place-based case-control study using satellite imagery and machine learning.

Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention Aug 29, 2019
INTRODUCTION: This article proposes a novel method for matching places based on visual similarity, using high-resolution satellite imagery and machine learning. This approach strengthens comparisons when the built environment is a potential confounde...
Firearms Humans Violence Case-Control Studies Wounds, Gunshot Urban Population Satellite Imagery Machine Learning Commerce Residence Characteristics Philadelphia Alcoholic Beverages
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Can we predict firms' innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach.

PloS one Jun 11, 2019
The study shows the feasibility of predicting firms' expenditures in innovation, as reported in the Community Innovation Survey, applying a supervised machine-learning approach on a sample of Italian firms. Using an integrated dataset of administrati...
Supervised Machine Learning Commerce Models, Theoretical Italy Humans
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Do street-level scene perceptions affect housing prices in Chinese megacities? An analysis using open access datasets and deep learning.

PloS one May 30, 2019
Many studies have explored the relationship between housing prices and environmental characteristics using the hedonic price model (HPM). However, few studies have deeply examined the impact of scene perception near residential units on housing price...
Deep Learning China City Planning Cities Humans Beijing Commerce Housing
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