AIMC Topic: Industry

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On the Use of Self-Organizing Map for Text Clustering in Engineering Change Process Analysis: A Case Study.

Computational intelligence and neuroscience Dec 4, 2016
In modern industry, the development of complex products involves engineering changes that frequently require redesigning or altering the products or their components. In an engineering change process, engineering change requests (ECRs) are documents ...
Humans Neural Networks, Computer Algorithms Industry Computer Simulation Cluster Analysis
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Computer-based coding of free-text job descriptions to efficiently identify occupations in epidemiological studies.

Occupational and environmental medicine Apr 21, 2016
BACKGROUND: Mapping job titles to standardised occupation classification (SOC) codes is an important step in identifying occupational risk factors in epidemiological studies. Because manual coding is time-consuming and has moderate reliability, we de...
Job Description Epidemiologic Methods Industry Carcinoma, Renal Cell Occupations United States Occupational Safety and Health Administration Logistic Models United States Natural Language Processing Epidemiologic Studies Reproducibility of Results Case-Control Studies Software Algorithms Humans
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Intelligent Condition Diagnosis Method Based on Adaptive Statistic Test Filter and Diagnostic Bayesian Network.

Sensors (Basel, Switzerland) Jan 8, 2016
A new fault diagnosis method for rotating machinery based on adaptive statistic test filter (ASTF) and Diagnostic Bayesian Network (DBN) is presented in this paper. ASTF is proposed to obtain weak fault features under background noise, ASTF is based ...
Algorithms Bayes Theorem Artificial Intelligence Industry Signal Processing, Computer-Assisted
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Fuzzy wavelet plus a quantum neural network as a design base for power system stability enhancement.

Neural networks : the official journal of the International Neural Network Society Aug 1, 2015
In this study, we introduce an indirect adaptive fuzzy wavelet neural controller (IAFWNC) as a power system stabilizer to damp inter-area modes of oscillations in a multi-machine power system. Quantum computing is an efficient method for improving th...
Power Plants Industry Wavelet Analysis Fuzzy Logic Nonlinear Dynamics Algorithms Computer Simulation Neural Networks, Computer Machine Learning
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Using the Fuzzy DEMATEL to Determine Environmental Performance: A Case of Printed Circuit Board Industry in Taiwan.

PloS one Jun 8, 2015
The method by which high-technology product manufacturers balance profits and environmental performance is of crucial concern for governments and enterprises. To examine the environmental performance of manufacturers, the present study applied Fuzzy-...
Industry Linguistics Taiwan Electronics Models, Theoretical Fuzzy Logic
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Data-Driven Optimization of Industrial Impact Polypropylene Characterization: Machine Learning Insights.

Journal of chemical information and modeling Jul 14, 2025
The experimental determination of impact polypropylene (ICP) physical properties, such as tensile modulus, flexural modulus, and impact strength, is a time-sensitive process that can delay real-time decision making during industrial production. This ...
Machine Learning Polypropylenes Industry Neural Networks, Computer
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Industrial Robotics and the Future of Work.

American journal of industrial medicine Jul 1, 2025
Starting in the 1970s with robots that were physically isolated from contact with their human co-workers, robots now collaborate with human workers towards a common task goal in a shared workspace. This type of robotic device represents a new era of ...
Workplace Industry Humans Robotics Artificial Intelligence Occupational Health
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The impact of industrial robot on green total factor energy efficiency under the "resource curse" perspective: Evidence from cities in China.

Journal of environmental management Jun 1, 2025
The extensive adoption of industrial robotics across China has sparked significant interest in whether their deployment can effectively drive the transition towards more sustainable urban energy consumption patterns. This paper examines whether the i...
Robotics Conservation of Natural Resources China Cities Industry
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Context-aware data augmentation for enhanced speech command recognition in industrial environments.

Scientific reports May 20, 2025
In Human-Robot Interaction, speech is one of the most intuitive and effective communication channel. In Industry 4.0, speech-based communication can significantly enhance productivity and efficiency on production lines. However, deploying a Speech Co...
Speech Robotics Speech Recognition Software Industry Humans Algorithms
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Rage against machine learning driven by profit.

Nature Sep 1, 2024
Machine Learning Research Research Personnel Industry Academia
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