AIMC Topic: Commerce

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Early warning of trends in commercial wildlife trade through novel machine-learning analysis of patent filing.

Nature communications Aug 1, 2024
Unsustainable wildlife trade imperils thousands of species, but efforts to identify and reduce these threats are hampered by rapidly evolving commercial markets. Businesses trading wildlife-derived products innovate to remain competitive, and the pat...
Animals, Wild Conservation of Natural Resources Machine Learning Animals Ursidae Perissodactyla Wildlife Trade Commerce Patents as Topic
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Predicting pharmaceutical prices. Advances based on purchase-level data and machine learning.

BMC public health Jul 15, 2024
BACKGROUND: Increased costs in the health sector have put considerable strain on the public budgets allocated to pharmaceutical purchases. Faced with such pressures amplified by financial crises and pandemics, national purchasing authorities are pres...
Commerce Forecasting Humans Drug Costs Pharmaceutical Preparations Machine Learning
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Factor-GAN: Enhancing stock price prediction and factor investment with Generative Adversarial Networks.

PloS one Jun 25, 2024
Deep learning, a pivotal branch of artificial intelligence, has increasingly influenced the financial domain with its advanced data processing capabilities. This paper introduces Factor-GAN, an innovative framework that utilizes Generative Adversaria...
Models, Economic Commerce Investments Deep Learning China Humans Neural Networks, Computer Artificial Intelligence
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Heteroscedasticity effects as component to future stock market predictions using RNN-based models.

PloS one May 24, 2024
Heteroscedasticity effects are useful for forecasting future stock return volatility. Stock volatility forecasting provides business insight into the stock market, making it valuable information for investors and traders. Predicting stock volatility ...
Humans Commerce Forecasting Investments Neural Networks, Computer Models, Economic Algorithms
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Revolutionizing energy practices: Unleashing the power of artificial intelligence in corporate energy transition.

Journal of environmental management Apr 6, 2024
Corporate energy transition is crucial for long-term sustainable development. The widely discussed Artificial Intelligence (AI), as a disruptive technological innovation, is highly potential for enhancing environment performance. However, the specifi...
Artificial Intelligence Organizations China Commerce Government
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Innovative Metaheuristic Optimization Approach with a Bi-Triad for Rehabilitation Exoskeletons.

Sensors (Basel, Switzerland) Mar 30, 2024
The present work proposes a comprehensive metaheuristic methodology for the development of a medical robot for the upper limb rehabilitation, which includes the topological optimization of the device, kinematic models (5 DOF), human-robot interface, ...
Robotics Commerce Humans Computer Simulation Exoskeleton Device Engineering
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Study protocol for factors influencing the adoption of ChatGPT technology by startups: Perceptions and attitudes of entrepreneurs.

PloS one Feb 15, 2024
BACKGROUND: Generative Artificial Intelligence (AI) technology, for instance Chat Generative Pre-trained Transformer (ChatGPT), is continuously evolving, and its userbase is growing. These technologies are now being experimented by the businesses to ...
Artificial Intelligence Choline O-Acetyltransferase Technology Biological Transport Humans Commerce
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Evaluation and screening of technology start-ups based on PCA and GA-BPNN.

PloS one Feb 8, 2024
PURPOSE: Due to the existence of information opacity, there is a common problem of adverse selection in the process of screening alternative technology start-ups (TSs) and determining investment targets by venture capital institutions, which does not...
Algorithms Technology Commerce Investments Neural Networks, Computer
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Security Implications of AI Chatbots in Health Care.

Journal of medical Internet research Nov 28, 2023
Artificial intelligence (AI) chatbots like ChatGPT and Google Bard are computer programs that use AI and natural language processing to understand customer questions and generate natural, fluid, dialogue-like responses to their inputs. ChatGPT, an AI...
Humans Artificial Intelligence Natural Language Processing Commerce Software Delivery of Health Care
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Hybrid deep learning models with multi-classification investor sentiment to forecast the prices of China's leading stocks.

PloS one Nov 27, 2023
The prediction of stock prices has long been a captivating subject in academic research. This study aims to forecast the prices of prominent stocks in five key industries of the Chinese A-share market by leveraging the synergistic power of deep learn...
Asian People Attitude Models, Economic Investments Industry Humans Commerce Forecasting Deep Learning China
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