An Enhanced Three-Band Algorithm for Retrieving Phycocyanin Concentration from Satellite Data in Plateau Inland Lake by Dajun Yuan, Bo-Hui Tang, Dong Wang, Junyi Chen, Zhen Zhang, Zhitao Fu

Subjects: “…Enhanced three-band algorithm (ETBA)…”
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HPRNA: Predicting synergistic drug combinations for angina pectoris based on human pathway relationship network algorithm. by Mengyao Zhou, Mengfan Xu, Xiangling Zhang, Xiaochun Xing, Yang Li, Guanghui Wang, Guiying Yan

“…In this paper, we introduce a novel mathematical algorithm, the Human Pathway Relationship Network Algorithm (HPRNA), which is designed to predict synergistic drug combinations for angina pectoris. …”
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An Improved Clustering Method for Detection System of Public Security Events Based on Genetic Algorithm and Semisupervised Learning by Heng Wang, Zhenzhen Zhao, Zhiwei Guo, Zhenfeng Wang, Guangyin Xu

“…Then, to overcome the shortcoming of the traditional clustering algorithm, an improved fuzzy c-means (FCM) algorithm based on adaptive genetic algorithm and semisupervised learning is proposed. …”
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Retracted: Model Value of Taiji Curve Algorithm in Economic Geographic and Natural Game Management Information System by Journal of Mathematics

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College Students’ Mental Health Education Consulting Management System Design Based on Big Data Algorithms by Xuezhen Song

“…For the current situation, this paper analyzed college students’ mental health education through a research experiment on big data algorithms. The experimental data showed that there were 40 students who thought that the psychological education course after the optimization of big data was very helpful in life, accounting for 40.6% of the total; there were 30 people, accounting for 30.7%, who thought that there was some help; 19 people, accounting for 18.81%, who thought that there was little help; and 10 people, accounting for 9.9%, who thought that there was no help. …”
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['IDENTIFYING MOLECULAR FUNCTIONS OF DYNEIN MOTOR PROTEINS USING EXTREME GRADIENT BOOSTING ALGORITHM WITH MACHINE LEARNING'] by Ali Ghulam, Rahu Sikander, Dhani Bux Talpur, Erum Saba, Mir Sajjad Hussain Talpur, Zulfikar Ahmed Maher, Saima Tunio

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SOM Neural Network Fault Diagnosis Method of Polymerization Kettle Equipment Optimized by Improved PSO Algorithm by Jie-sheng Wang, Shu-xia Li, Jie Gao

“…The particle swarm optimization (PSO) algorithm with a new dynamical adjustment method of inertial weights is adopted to optimize the structural parameters of SOM neural network. …”
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IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers by Einari Vaaras, Manu Airaksinen, Okko Rasanen

“…To address this, we propose a novel algorithm, iterative annotation refinement (IAR) 2.0, for refining inconsistent annotations for time-series data. …”
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Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection within Fruit Juice Classification by C. Fernandez-Lozano, C. Canto, M. Gestal, J. M. Andrade-Garda, J. R. Rabuñal, J. Dorado, A. Pazos

“…Therefore, a hybrid model that combines genetic algorithms and support vector machines is suggested in such a way that, when using SVM as a fitness function of the Genetic Algorithm (GA), the most representative variables for a specific classification problem can be selected.…”
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Short-Term Traffic Flow Prediction with Weather Conditions: Based on Deep Learning Algorithms and Data Fusion by Yue Hou, Zhiyuan Deng, Hanke Cui

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A Novel Energy-Efficient -Coverage Algorithm Based on Probability Driven Mechanism of Wireless Sensor Networks by Chuanfeng Li, Zeyu Sun, Huihui Wang, Houbing Song

“…To solve this problem, the paper proposes an Energy-Efficient k -Coverage Algorithm (EEKCA), which attempts to construct a network coverage model by utilizing the relative positions of nodes. …”
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Innovative Approaches of Optimization Methods Used in Geothermal Power Plants: Artificial Neural Networks and Genetic Algorithms by Özgür Özer, Harun Kemal Öztürk

“…Heuristic methods, particularly the widely used artificial neural networks and genetic algorithms, are explained in general terms. Recent studies highlight that the combined use of artificial neural networks and genetic algorithms can produce faster and more consistent results. …”
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Artificial Bee Colony Algorithm for Fresh Food Distribution without Quality Loss by Delivery Route Optimization by Sapna Katiyar, Rijwan Khan, Santosh Kumar

“…An artificial bee colony (ABC) optimization and cuckoo search (CS) algorithm also come into the category of SI algorithm. …”
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A Novel Approach for Portfolio Optimization Using Fuzzy AHP Based on Gustafson Kessel Clustering Algorithm by Yeşim Akbaş, Türkan Erbay Dalkılıç, Serkan Akbaş

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Email Spam Detection Using a Hybrid Approach of Feedforward Neural Network and Penguin Optimization Algorithm by Layth Al-busultan

Subjects: “…Neural Networks and the Penguin Optimization Algorithm (POA)…”
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Research on temperature detection method of liquor distilling pot feeding operation based on a compressed algorithm by Xiaolian LIU, Shaopeng Gong, Xiangxu Hua, Taotao Chen, Chunjiang Zhao

“…At the same time, in order to effectively reduce the occupancy of the computational resources and improve the deployment performance, this study established infrared image dataset of fermented grains surface, and fused the YOLO v5n and the knowledge distillation and the model pruning algorithms, and an lightweight method YOLO v5ns-DP was proposed as as a model for detecting temperature changes in the surface layer of fermented grains during the process of feeding the distilling. …”
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Retracted: Analysis of Feature Extraction and Anti-Interference of Face Image under Deep Reconstruction Network Algorithm by null Complexity

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Pavement Analysis and Design by Multiphysics Reconstructing Algorithm for the Virtual Asphalt Mixture Based on the Discrete-Element Method by Danhua Wang, Xunhao Ding, Tao Ma, Weiguang Zhang, Deyu Zhang

“…Based on the Particle Flow Code in Two dimensions (PFC2D), an algorithm for modeling the two-dimensional virtual asphalt mixture was proposed in this study. …”
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A Particle Swarm Optimization Algorithm with Gradient Perturbation and Binary Tree Depth First Search Strategy by Xionghua Huang, Tiaojun Zeng, MinSong Li

“…In this study, a particle swarm optimization (PSO) algorithm with a negative gradient perturbation and binary tree depth-first strategy (GB-PSO) is proposed. …”
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A novel and highly efficient botnet detection algorithm based on network traffic analysis of smart systems by Li Duan, Jingxian Zhou, You Wu, Wenyao Xu

“…The traditional methods of detecting botnets commonly used machine learning algorithms, and it is difficult to detect and control botnets in a network because of unbalanced traffic data. …”
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