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Edge Computing Architectures for Low-Latency Data Processing in Internet of Things Applications
Published 2025-01-01“…The explosion of Internet of Things (IoT) devices is leading to a need for ever-increasing low-latency data processing and real-time decision-making. Conventional cloud-based architectures, on the other hand, usually lead to high latency and bandwidth constraints which are not compliant to time-sensitive IoT applications. …”
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A Novel Nonlinear Stochastic-Resonance-Enhanced Acceleration Data Processing Approach
Published 2024-10-01Get full text
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An empirical evaluation of electronic annotation tools for Twitter data
Published 2020-06-01Get full text
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Testing life-cycle assessment data quality with Benford’s law reveals geographic variation
Published 2025-12-01“…Life-Cycle Assessment (LCA) is a methodology that is used extensively for evaluating the environmental impacts of products and processes throughout their lifetime. …”
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Data and Knowledge Dual-Driven Creep Life Prediction for Austenitic Heat-Resistance Steel
Published 2025-01-01“…In this study, we collected 216 creep data of austenitic heat-resistant steel, selected a variety of different machine learning algorithms to establish creep life prediction models, calculated and introduced a large amount of physical metallurgy knowledge highly related to creep based on Thermo-Calc, and converted the creep life into the form of the Larson–Miller parameter to optimize the data distribution, which effectively improved the prediction accuracy and interpretability of the model. …”
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Influence of Different Machining Processes on Fatigue life Performance of Engineered Surfaces: a Short Review
Published 2022-05-01“…In this paper fundamental information on the influence of the real machined surfaces generated by different machining processes on the fatigue life of machine parts are presented. …”
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Intelligent Malfunction Identification Method in Mechanical Manufacturing Process Based on Multisensor Data
Published 2022-01-01“…Current technology trends have been gradually integrated into the production of all walks of life, which play an indispensable part in promoting the intelligent development of enterprises, and have brought a greater impact on production and reformation. …”
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A State-of-the-Art Review in Big Data Management Engineering: Real-Life Case Studies, Challenges, and Future Research Directions
Published 2024-07-01“…With real-life case studies from several sectors to complement our exploration of cutting-edge methods in big data management, we present useful applications and results. …”
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Unlabeled-Data-Enhanced Tool Remaining Useful Life Prediction Based on Graph Neural Network
Published 2025-06-01“…A large amount of unlabeled data in practical machining processes is underutilized. …”
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Assessments of Conceptual in Quality of Urban Life Measurements and Dimensional Recommendations
Published 2021-12-01“…It has been understood that the factors in the field of significance gravity of urban life quality in the dimension determination processes are encapsulated by social needs, spatial situation, satisfaction with public services, socio-economic development, and life satisfaction. …”
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Appropriateness and reliability of life cycle assessment results in relation to data quality: avoiding result discrepancy while improving decision certainty via use of adequate inv...
Published 2025-01-01“…This paper explores the critical relationship between data quality and the appropriateness and reliability of life cycle assessment (LCA) results. …”
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Urban pulse: measuring pace of life through public camera-based cadence analysis
Published 2025-08-01“…Abstract Pedestrian cadence serves as an indicator for assessing urban pedestrian dynamics, reflecting not only the success of urban planning but also the rhythm of city life. This study employs computer vision and signal processing techniques to identify pedestrian cadence, with the aim of exploring its relationship with urban environments. …”
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A process-based life cycle assessment of the climate impact of a Swedish intensive care unit
Published 2025-06-01“…Intensive care is among the most resource intensive specialties and the purpose of this study was to quantify the total climate impact of a Swedish intensive care unit (ICU) and identify modifiable elements that can lower the intensive care unit’s climate impact. A process-based life cycle assessment was conducted to estimate the climate impact per inpatient day in Sweden using the ReCiPe2016 impact assessment method. …”
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Empirical evidence for a process-based model of health-related quality of life using network analysis
Published 2025-01-01“…While contemporary assessments are structured to evaluate an individual's HRQL state, we propose a complementary process-based model, which is defined as an appraisal that evolves over time as it reflects and informs a self-regulatory process of adapting to dynamic changes in bio-psycho-social life domains. …”
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Data-driven bottleneck detection on Tehran highways
Published 2024-12-01“…The robust validation process reinforces the reliability of this data-driven solution in capturing real-world traffic dynamics. …”
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An incremental data-driven approach for carbon emission prediction and optimization of heat treatment processes
Published 2025-08-01“…Therefore, this paper proposes a low-carbon optimization method for heat treatment processes based on incremental data-driven approaches. …”
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