A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network by Hui Guo, Chengyong Yang, Liqing Zhou, Shiwei Wei

“…Knowledge Graphs (KGs) are widely used in many fields of application, and especially play an essential role in recommendation systems. …”
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Infrared spectrum target recognition and positioning technology based on image segmentation algorithm by Runming He, Yu Wang, Zhenzhong Yan, Xiaoli Lu

“…Abstract In the era of rapid development of digitalization and science and technology, infrared images are widely used in security, industry and other fields, but their target recognition and positioning face many difficulties. The existing image segmentation and recognition algorithms have low accuracy and large positioning errors when processing infrared images. …”
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Detecting Malicious URLs Using Classification Algorithms in Machine Learning and Deep Learning by Sira Astour, Ahmad Hasan

“…Due to the daily necessity of using links and websites and the high prevalence of malicious URLs, many security threats arise for Internet users and organizations. …”
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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

“…The training dataset was evaluated using cross-validation, and F -values were computed to determine how many main components should be utilized to build the model. …”
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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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Machine Learning for Enhanced COPD Diagnosis: A Comparative Analysis of Classification Algorithms by Walaa H. Elashmawi, Adel Djellal, Alaa Sheta, Salim Surani, Sultan Aljahdali

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FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery by Safouane El Ghazouali, Arnaud Gucciardi, Francesca Venturini, Nicola Venturi, Michael Rueegsegger, Umberto Michelucci

“…Object detection in remotely sensed satellite pictures is fundamental in many fields such as biophysical and environmental monitoring. …”
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A new index‐based hyper‐heuristic algorithm for global optimisation problems by Mohammad Reza Hasanzadeh, Farshid Keynia, Maliheh Hashemipour

“…The results of the research study show that the proposed algorithm can provide very effective results compared to other competing algorithms as well as its parent algorithms in many tests. …”
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Domain-Specific Languages for Algorithmic Graph Processing: A Systematic Literature Review by Houda Boukham, Kawtar Younsi Dahbi, Dalila Chiadmi

“…These DSLs fall into two categories: query-based DSLs for graph-pattern matching and graph algorithm DSLs. While graph query DSLs are now standardized, research on DSLs for algorithmic graph processing remains fragmented and lacks a cohesive framework. …”
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An Improved Physics-Informed Neural Network Algorithm for Predicting the Phreatic Line of Seepage by Yunpeng Gao, Li Qian, Tianzhi Yao, Zuguo Mo, Jianhai Zhang, Ru Zhang, Enlong Liu, Yonghong Li

“…As new ways to solve partial differential equations (PDEs), physics-informed neural network (PINN) algorithms have received widespread attention and have been applied in many fields of study. …”
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Utilization of Classification Learning Algorithms for Upper-Body Non-Cyclic Motion Prediction by Bon H. Koo, Ho Chit Siu, Dava J. Newman, Ellen T. Roche, Lonnie G. Petersen

“…This study explores two methods of predicting non-cyclic upper-body motions using classification algorithms. Exoskeletons currently face challenges with low fluency, hypothesized to be in part caused by the lag in active control innate in many leader–follower paradigms seen in today’s systems, leading to energetic inefficiencies and discomfort. …”
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THE SPECIATION IN GENETIC ALGORITHMS FOR PRESERVING POPULATION DIVERSITY AND OPTIMIZATION OF FUNCTIONS WITH SUBOPTIMAL SOLUTIONS by V. Pretsel, Roman Shuvar

“…Background. Genetic algorithms are used in various tasks and show advantages compared to other optimization methods, which may not always be applicable. …”
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An Efficient Hybrid Meta-heuristic Algorithm for Solving Capacitated Vehicle Routing Problem by Emrullah Gazioğlu

“…Researchers made good algorithms for this problem, but these algorithms need too much computer power. …”
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Multi-Task Image Restoration Algorithm Under Different Weather Influence Factors by Lingwen Meng, Mingyong Xin, Junwei Zhang, Fu Zou, Qingqing Zhao

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Algorithm for investigating risk analysis and factors affecting suicidal attempts under uncertainty by RuiHua Liang, Ni Duan, XueJing Liu, Chuanqin Liu

“…Abstract Many people die from suicide, and it is a significant challenge in most societies, which calls for improved assessment procedures. …”
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The optimal route search in Bengaluru city transport using Hamilton circuit algorithm by Parkavi S, Parthiban A

“…The results of the simulation indicate that the reconfigured circular routes, optimized using the backtracking algorithm, led to a notable reduction in the traffic load on public transportation. …”
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User Recruitment Algorithm for Maximizing Quality under Limited Budget in Mobile Crowdsensing by Weijin Jiang, Pingping Chen, Wanqing Zhang, Yongxia Sun, Chen Junpeng, Qing Wen

“…Finally, this paper introduces the regret value to measure the efficiency of the user recruitment algorithm and conducts many experimental simulations based on real data sets to verify the feasibility and effectiveness of the algorithm. …”
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On-the-Fly Sleep Scoring Algorithm with Heart Rate, RR Intervals and Accelerometer as Input by Michele Guagnano, Sara Groppo, Luigi Pugliese, Massimo Violante

“…In many applications, recognizing the depth of sleep (e.g., light, deep, REM sleep) while the subject is sleeping enables innovative features. …”
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Algorithms to Identify Copied and Manipulated Spectrum Occupancy Data in Cognitive Radio Networks by Joseph Tolley, Carl B. Dietrich

“…We recommend utilizing an exact match identification algorithm with Elasticsearch to search for exact copies of spectrum data. …”
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An AI-Based Horticultural Plant Fruit Visual Detection Algorithm for Apple Fruits by Bin Yan, Xiameng Li, Rongshan Yan

“…In order to improve the perception accuracy of the apple tree fruit recognition model and to reduce the model size, a lightweight apple target recognition method based on an improved YOLOv5s artificial intelligence algorithm was proposed, and relevant experiments were designed. …”
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