Algorithms Facilitating the Observation of Urban Residential Vacancy Rates: Technologies, Challenges and Breakthroughs by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

“…We also elaborate on the optimization methods of algorithms for different data sources. Through this study, we find that algorithms play a vital role in improving the accuracy of vacancy rate observation and enhancing the understanding of urban housing conditions. …”
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Design and Application of Algorithm Intensive Environment for CMA Big Data and Cloud Platform by Huo Qing, He Wenchun, He Lin, Gao Feng, Chen Shiwang, Xu Yongjun

“…The algorithm library facilitates the standardization, unified management and sharing of algorithms. …”
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Determination of sugar in tangerines by fluorescence with an Improved partial least squares (PLS) algorithm by Lei Liu, Chunzhong Li, Haiyi Bian, Ahmed N Abdalla, Hua Yao, Wen Li

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Secured Audio Framework Based on Chaotic-Steganography Algorithm for Internet of Things Systems by Mai Helmy, Hanaa Torkey

“…Simulation results indicate that the OFDM system incorporating chaotic algorithm modes alongside steganography outperforms the chaotic algorithm alone, particularly at higher Eb/No values. …”
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Design of Constant Modulus Radar Waveform for PSD Matching Based on MM Algorithm by Hao Zheng, Chaojie Qiu, Chenyu Liang, Junkun Yan

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TCGCL: Complex Network Traffic Classification Algorithm Based on Graph Contrastive Learning by HU Zhongze, QIN Hongchao, LI Zhenjun, LI Yanhui, LI Ronghua, WANG Guoren

“…It can simultaneously extract the payload characteristics within network traffic and the connectivity relationship characteristics between network traffic, more comprehensively preserving the effective information of data. Based on this, through data augmentation technology, it simulates the abnormal state of network traffic, greatly improving the classification performance of the algorithm in the case of data anomalies. …”
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YOLOv-MA: A High-Precision Foreign Object Detection Algorithm for Rice by Jiahui Wang, Mengdie Jiang, Tauseef Abbas, Hao Chen, Yuying Jiang

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Multi-scale Segformer: image segmentation algorithm for electric vehicles in fire accident by Mengqi Lei, Xin Wang

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Prediction Algorithm of Key Design Parameters for Space Chaotic Optical Communication System by Mi Li, Huihui Zeng, Yufan Yang, You Guo, Jiahan Li

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Image Compression-Based Discrete Wavelet Transform Combined with Zooming-out Algorithm by Hiba Muhammed Atta, Mohammed Mustafa Siddeq

“…We compared this proposed algorithm with both JPEG and JPEG2000 based on image quality and compression ratio. …”
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Sentiment Analysis of Consumer Acceptance of Honda’s Digital Marketing Strategy Using Lexicon-Based Algorithm by Bartolomius Dias, Asma’ Khoirunnisa’, Yosef Budiman, Setiyawami Setiyawami

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5G-Practical Byzantine Fault Tolerance: An Improved PBFT Consensus Algorithm for the 5G Network by Xin Liu, Xing Fan, Baoning Niu, Xianrong Zheng

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Application of Naive Bayes Algorithm for Analysis of User Reviews on Mobile Legends Game: Bang Bang by Al-Muchlis Syachrul Ramadani Roba, Siti Lailiyah, Amelia Yusnita

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Study on probabilistic neural network for extracting remote sensing information of rice planting area by YANG Xiao-hua, HUANG Jing-feng

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A Hubness Information-Based k-Nearest Neighbor Approach for Multi-Label Learning by Zeyu Teng, Shanshan Tang, Min Huang, Xingwei Wang

“…However, it has not been adequately addressed in developing MLC algorithms. To address this issue, we propose a hubness-aware kNN-based MLC algorithm in this paper, named multi-label hubness information-based k-nearest neighbor (MLHiKNN). …”
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Metaheuristic Algorithms for Optimization and Feature Selection in Cloud Data Classification Using Convolutional Neural Network by Nandita Goyal, Munesh Chandra Trivedi

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FSUNet: lightweight full-scale information fusion UNet for seed coat thickness measurement by Zhikun Zhang, Qin Xu, Haojie Shi, Guangwu Zhao, Lu Gao, Tao Wang, Guosong Gu, Liangquan Jia

“…With the rapid development of seed research, understanding the external structure and characteristics of plants has become essential. Seed coat thickness plays a key role in assessing seed quality in seed reproduction, storage, processing, and research. …”
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Quantifying Uncertainties in Solar Wind Forecasting due to Incomplete Solar Magnetic Field Information by Stephan G. Heinemann, Jens Pomoell, Ronald M. Caplan, Mathew J. Owens, Shaela Jones, Lisa Upton, Bibhuti Kumar Jha, Charles N. Arge

“…Solar wind forecasting plays a crucial role in space weather prediction, yet significant uncertainties persist duet to incomplete magnetic field observations of the Sun. …”
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A Traffic Information Detection Method at Single Intersection Based on Wi-Fi Data by Qingmiao Wang, Jinghe Feng, Shuguang Li

“…Traffic information analysis plays an essential role in urban signalized intersection control. …”
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Innovation in Manufacturing Within the Digital Intelligence Context: Examining Faultlines Through Information Processing by Kangli Zhang, Jinwei Zhu

“…As the cornerstone of decision-making, the information-processing capability of top management teams plays an essential role in driving organizational success. …”
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