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Low-Power Distributed Data Flow Anomaly-Monitoring Technology for Industrial Internet of Things [PDF]

open access: yesSensors, 2019
In recent years, the industrial use of the internet of things (IoT) has been constantly growing and is now widespread. Wireless sensor networks (WSNs) are a fundamental technology that has enabled such prevalent adoption of IoT in industry.
Weihong Han   +4 more
doaj   +2 more sources

Data Flow-Based Strategies to Improve the Interpretation and Understanding of Machine Learning Models [PDF]

open access: yesBioengineering
Data flow-based strategies that seek to improve the understanding of A.I.-based results are examined here by carefully curating and monitoring the flow of data into, for example, artificial neural networks and random forest supervised models. While these
Michael Brimacombe
doaj   +2 more sources

OPTIMIZATION OF DATA TRANSFER IN THE INTERNET OF THINGS ENVIRONMENT [PDF]

open access: yesActa Electrotechnica et Informatica, 2021
This article deals with the implementation and experimental verification of the suitability of the TinyIPFIX protocol for data transmission in the Internet of Things environment.
Rastislav PETIJA   +3 more
doaj   +1 more source

A Colored Petri Net Executable Modeling Approach for a Data Flow Well-Structured BPMN Process Model

open access: yesIEEE Access, 2022
BPMN process models have been widely used in software designs. The BPMN process models are characterized by a static graph-oriented modeling language and a lack of analytical capabilities as well as dynamic behavior verification capabilities, which not ...
Fenglan Huang   +4 more
doaj   +1 more source

Guidelines for Installation of Sensors in Smart Sensing Platforms in Underground Spaces

open access: yesSensors, 2022
The purpose of this study is to propose guidelines for sensor installation in different types of underground space smart sensing platforms. Firstly, we classify the underground space, analyze the scene requirements according to the classification of ...
Zhenjiang Shen   +4 more
doaj   +1 more source

A Data Flow Analysis Framework for Data Flow Subsumption

open access: yesCoRR, 2021
Data flow testing creates test requirements as definition-use (DU) associations, where a definition is a program location that assigns a value to a variable and a use is a location where that value is accessed. Data flow testing is expensive, largely because of the number of test requirements.
Marcos Lordello Chaim   +2 more
openaire   +2 more sources

A Low-cost Controller Software Scheme Design Based on TMS320F28377D

open access: yesKongzhi Yu Xinxi Jishu, 2022
Current industrial real-time controller adopts "ARM+DSP+FPGA" software architecture, which has the disadvantages of complex data flow, high development difficulty and high cost. Therefore, this paper proposes a single MCU control system platform software
FU Jianguo, LI Yi, LI Cheng, ZHOU Bin
doaj   +3 more sources

Intelligent Information System for Product Promotion in Internet Market

open access: yesApplied Sciences, 2023
The influence of Internet marketing has grown so much that producers must now reconfigure their businesses from offline operation to online presence simply to meet user expectations.
Khrystyna Lipianina-Honcharenko   +5 more
doaj   +1 more source

Governing Cross-Border Data Flows: China’s Proposal and Practice

open access: yesChina Quarterly of International Strategic Studies, 2022
Beijing’s quest for a more prominent role in a changing international order requires greater ability to shape global rules and norms in emerging strategic domains like cyberspace.
Xudong Jiang
doaj   +1 more source

Student Program Classification Using Gated Graph Attention Neural Network

open access: yesIEEE Access, 2021
Source code mining has received increasing attention, among which code classification plays a significant role in code understanding and automatic coding.
M. Lu, Y. Wang, D. Tan, L. Zhao
doaj   +1 more source

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