AIMC Topic: Commerce

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Human-Robot Collaborations in Smart Manufacturing Environments: Review and Outlook.

Sensors (Basel, Switzerland) Jun 17, 2023
The successful implementation of Human-Robot Collaboration (HRC) has become a prominent feature of smart manufacturing environments. Key industrial requirements, such as flexibility, efficiency, collaboration, consistency, and sustainability, present...
Humans Artificial Intelligence Robotics Augmented Reality Industry Commerce
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Remaining Useful-Life Prediction of the Milling Cutting Tool Using Time-Frequency-Based Features and Deep Learning Models.

Sensors (Basel, Switzerland) Jun 17, 2023
The milling machine serves an important role in manufacturing because of its versatility in machining. The cutting tool is a critical component of machining because it is responsible for machining accuracy and surface finishing, impacting industrial ...
Artificial Intelligence Deep Learning Commerce Engineering Tool Use Behavior
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Research on the impact of industrial robot application on the status of countries in manufacturing global value chains.

PloS one Jun 8, 2023
The fast growth in the installation of industrial robots has had a major impact on the comparative advantage of nations and the division of labor in global value chains in the era of smart manufacturing. Using various econometric models and panel dat...
Humans China Robotics Industry Commerce
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A two-stage interval-valued carbon price forecasting model based on bivariate empirical mode decomposition and error correction.

Environmental science and pollution research international Jun 3, 2023
Economic development has brought about global greenhouse gas emissions and, thus, global climate change, a common challenge worldwide and urgently needs to be addressed. Accurate carbon price forecasting plays a pivotal role in providing a reasonable...
Neural Networks, Computer Artificial Intelligence Forecasting China Carbon Commerce
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Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction.

Sensors (Basel, Switzerland) Jun 3, 2023
In manufacturing, convolutional neural networks (CNNs) are widely used on image sensor data for data-driven process monitoring and quality prediction. However, as purely data-driven models, CNNs do not integrate physical measures or practical conside...
Neural Networks, Computer Commerce
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Modeling limit order trading with a continuous action policy for deep reinforcement learning.

Neural networks : the official journal of the International Neural Network Society Jun 2, 2023
Limit Orders allow buyers and sellers to set a "limit price" they are willing to accept in a trade. On the other hand, market orders allow for immediate execution at any price. Thus, market orders are susceptible to slippage, which is the additional ...
Neural Networks, Computer Commerce
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Construction and application of computerized risk assessment model for supply chain finance under technology empowerment.

PloS one May 4, 2023
This study seeks to assist small and medium enterprises break free of the constraints of the conventional financing model and lessen the supply chain finance risks they face. First, the supply chain financial business model and credit risk are analyz...
Humans Computer Simulation Support Vector Machine Commerce
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Additive manufacturing process selection for automotive industry using Pythagorean fuzzy CRITIC EDAS.

PloS one Mar 9, 2023
For many different types of businesses, additive manufacturing has great potential for new product and process development in many different types of businesses including automotive industry. On the other hand, there are a variety of additive manufac...
Fuzzy Logic Decision Making Industry Commerce Uncertainty
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Analysis of Training Deep Learning Models for PCB Defect Detection.

Sensors (Basel, Switzerland) Mar 2, 2023
Recently, many companies have introduced automated defect detection methods for defect-free PCB manufacturing. In particular, deep learning-based image understanding methods are very widely used. In this study, we present an analysis of training deep...
Deep Learning Data Accuracy Drug Contamination Industry Commerce
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LSTM-DGWO-Based Sentiment Analysis Framework for Analyzing Online Customer Reviews.

Computational intelligence and neuroscience Feb 11, 2023
Sentiment analysis furnishes consumer concerns regarding products, enabling product enhancement development. Existing sentiment analysis using machine learning techniques is computationally intensive and less reliable. Deep learning in sentiment anal...
Machine Learning Algorithms Commerce Electric Power Supplies Sentiment Analysis
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