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Advanced Intelligent Technologies for Industry

Part of the Smart Innovation, Systems and Technologies Book Series (volume 285)

Editors: Nakamatsu, Kazumi; Kountchev, Roumen; Patnaik, Srikanta; Abe, Jair M.; Tyugashev, Andrey

DOI: 10.1007/978-981-16-9735-7

ISBN: 978-981-16-9734-0

Publisher: Springer Nature Singapore - Springer Journals

May 19, 2022

1 - 10 of 58 Chapters

LitStream

Utilization of the Open-Source Arduino Platform to Control Based on Logic Eτ

de Souza, Jonatas Santos; Abe, Jair M.; de Souza, Nilson Amado; de Lima, Luiz Antônio; Bernardini, Flávio Amadeu; Sakamoto, Liliam Sayuri; Martinez, Angel Antônio Gonzalez; Nakamatsu, Kazumi

Pages: 3 –15

[The introduction of disruptive technologies in agriculture to facilitate the management and increase crop productivity is called “Precision Agriculture”. This work sought to develop a prototype that uses the Open-Source Arduino platform interconnected to a soil moisture sensor, using the...
LitStream

Ontology Implementation of OPC UA and AutomationML: A Review

Domínguez, Johnny Alvarado; Fuentes, Rachel Pairol; Vegetti, Marcela; Roldán, Luciana; Gonnet, Silvio; Diván, Mario José

Pages: 17 –26

[Industry 4.0 requires standardized information models for heterogeneous platform integration. Two standards for interoperability are IEC 62,541–a machine-to-machine communication protocol expressed in OPC Unified Architecture (OPC UA) format––and IEC 62,714 to describe production plants or plant...
LitStream

Airport Cab Scheduling Model Based on Queuing Theory

Ma, Yuanfei; Tang, Liyao

Pages: 29 –44

[With the development of society and economy, airplanes have become an indispensable mode of transportation, and the passenger flow in the airport has also shown an upward trend year by year. As a large-scale transportation hub, the airport has a non-negligible influence on the travel and return...
LitStream

Machine Reading Comprehension Model Based on Multi-head Attention Mechanism

Xue, Yong

Pages: 45 –58

[Natural language processing is the core technology of artificial intelligence. Machine reading comprehension, as a hotspot in the field of natural language processing, has made a great breakthrough under the rapid development of deep learning technology. In this paper, starting from the DuReader...
LitStream

Design of Military Physical Fitness Evaluation System Based on Big Data Clustering Algorithm

Xia, Dong; Ma, Rui; Wu, Ying; Ma, Ying

Pages: 59 –70

[The existing military fitness evaluation system has the defect of low accuracy, which cannot meet the needs of today's military field. Therefore, this paper puts forward the design and research of military physical fitness evaluation systems based on big data clustering algorithm. The big data...
LitStream

ResNet-Based Multiscale U-Net for Human Parsing

Fan, Luping; Yang, Peng

Pages: 71 –78

[Human parsing is a subtask of semantic segmentation, which only segments the characters in the picture and ignores the background information. This technology has many application scenarios: such as pedestrian re-identification, smart home, human–computer interaction, etc. Due to the complexity...
LitStream

Short-Term Electricity Price Forecast Based on SSA-SVM Model

Duan, Zhenyu; Liu, Tianyu

Pages: 79 –88

[In the electricity market environment, price forecast has the characteristics of periodicity and unpredictability. Based on these characteristics, this paper proposes a sparrow-algorithm-optimized support vector machine (SSA-SVM) model to predict short-term electricity prices. The sparrow...
LitStream

Research on Mobile Advertising Click-Through Rate Estimation Based on Neural Network

Liu, Songjiang; Liu, Songxian

Pages: 89 –94

[The promotion of modern information technology has brought important theoretical and technical basis for the innovation of advertising forms. Different from traditional advertising forms, online mobile advertising has the advantage of breaking through the limitations of space and time, which is...
LitStream

Research on Macroeconomic Prediction Technology Based on Wavelet Neural Network

Wang, Tao; Du, Yuxuan; Cui, Zheming

Pages: 95 –103

[The trend of future macroeconomic changes presented by countries and regions is real time, and will be affected by a variety of factors during the practical operation. In previous research projects, the forecasting methods proposed for the macro-economy could not scientifically deal with the...
LitStream

Design Research on Financial Risk Control Model Based on CNN

Lu, Zhuoran

Pages: 105 –113

[In the new era, with the rapid entry of a large number of financial products into the market environment, network finance has become an indispensable part of people's daily life. From the practical point of view, the network loan has the advantages of simple operation and a short audit cycle, so...

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