Using Clustering Analysis and Association Rule Technology in Cross-Marketing by Yang Cheng, Ming Cheng, Tao Pang, Sizhen Liu

“…In this paper, according to the perspective of customers and products, by using clustering analysis and association rule technology, this paper proposes a cross-marketing model based on an improved sequential pattern mining algorithm, where an improved algorithm AP (Apriori all PrefixSpan) is applied. …”
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Hybrid Scheduling Model for Independent Grid Tasks by J. Shanthini, T. Kalaikumaran, S. Karthik

“…In addition to that, the comparison was made on results with various benchmark algorithms and the experimental results show that our algorithm outperforms the benchmark algorithms.…”
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Communication-Based Book Recommendation in Computational Social Systems by Long Zuo, Shuo Xiong, Xin Qi, Zheng Wen, Yiwen Tang

“…The experimental results show that the enhanced collaborative filtering algorithm performs better than the traditional algorithm.…”
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Short-Sampled Blind Source Separation of Rotating Machinery Signals Based on Spectrum Correction by Xiangdong Huang, Xukang Jin, Haipeng Fu

“…Nowadays, the existing blind source separation (BSS) algorithms in rotating machinery fault diagnosis can hardly meet the demand of fast response, high stability, and low complexity simultaneously. …”
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A Hybrid Energy Storage System Strategy for Smoothing Photovoltaic Power Fluctuation Based on Improved HHO-VMD by Yu Zhang, Yuhu Wu, Lianmin Li, Zhongxiang Liu

“…The simulation results show that the improved algorithm reduces the cost of the hybrid energy storage system by 6.15% compared with the original algorithm, suppresses the power fluctuation, and improves the economy and stability of the system.…”
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Hierarchical Node Replication Attacks Detection in Wireless Sensor Networks by Wassim Znaidi, Marine Minier, Stéphane Ubéda

“…Finally, we show the effectiveness of our algorithm and its energy efficiency.…”
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Quickly Finding the Semantically Optimal Presentation Order for a Set of Text Artifacts by Daniel S. Soper

“…App and website developers who are seeking to hold users’ attention and improve user engagement may therefore find the proposed algorithm very attractive in comparison to an exhaustive search.…”
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Production-Distribution of Perishable Food considering Customer Time Window by Weibin Feng, Shangcheng Du, Yanli Xiao, Xiangyang Ren

“…An improved ant colony algorithm-mixed ant colony algorithm based on the change of customer time window for perishable food production-distribution problem was designed to solve the problem. …”
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A Simple Outdoor Environment Obstacle Detection Method Based on Information Fusion of Depth and Infrared by Yaguang Zhu, Baomin Yi, Tong Guo

“…The scenario is segmented by the mean-shift algorithm and the pixel gradient of foreground is calculated. …”
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Automatic Bandwidth Adjustment for Content Distribution in MPLS Networks by D. Moltchanov

“…In this paper we propose new algorithm for dynamic resource adaptation to temporarily changing traffic conditions. …”
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Vibration Reduction of the Nonlinearly Tufted Carpet Yarn by a Modified Sliding Mode Control Method by Shuang Huang, Xin Wu, Peixing Li

“…The fuzzy sliding mode control algorithm based on the quasisliding mode is adopted. …”
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Pose Self-Measurement of Noncooperative Spacecraft Based on Solar Panel Triangle Structure by Jingzhou Song, Caixiu Cao

“…First of all, an autonomous recognition algorithm of feature structure based on sliding window Hough transformation (SWHT) and inscribed circle of a triangle is proposed, and the image coordinates of feature points on the triangle can be obtained relying on this algorithm, combined with the P4P algorithm and the structure of spacecraft, calculating the relative pose of target expressed by rotation and translation matrix. …”
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The Construction of Type-2 Fuzzy Reasoning Relations for Type-2 Fuzzy Logic Systems by Shan Zhao, Hongxing Li

“…Besides, it is pointed out that the computation amount level of the proposed algorithm is the same as that of polynomials and the possibility of applying the proposed algorithm in the construction of type-2 fuzzy reasoning relations is illustrated on several examples. …”
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Research on the Effect of DPSO in Team Selection Optimization under the Background of Big Data by Qian Zhao, Lian-ying Zhang

“…By comparing the iterative results of genetic algorithm, ordinary particle swarm algorithm, and discrete particle swarm algorithm, it is found that the DPSO algorithm is effective and preferred in the study of team selection with the background of big data.…”
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A New Method for Detecting Compensation Hole Parameters of Automobile Brake Master Cylinder Based on Machine Vision by Changfu Zhao, Hongchang Ding, Guohua Cao, Ying Zhang

“…Compared with the random Hough transform algorithm and the gradient Hough transform algorithm, the algorithm proposed in this paper has higher detection accuracy, faster detection speed, and better robustness, which meets the online detection accuracy requirements of the brake master cylinder compensation hole.…”
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Application of System Identification for Modeling the Dynamic Behavior of Axial Flow Compressor Dynamics by Marco P. Schoen, Ji-Chao Lee

“…The results of the proposed system identification algorithm show that the assumed model structure for the system identification algorithm takes on an important role in defining the coupling characteristics. …”
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Facile Conversion and Optimization of Structured Illumination Image Reconstruction Code into the GPU Environment by Kwangsung Oh, Piero R. Bianco

“…When combined with cost-effective, high-performance GPU-enabled computers, a 4- to 500-fold improvement in algorithm execution speed is observed as shown for the image denoising Hessian-SIM algorithm. …”
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Multiple extended target tracking by truncated JPDA in a clutter environment by Qinlei Li, Liping Song, Yongquan Zhang

“…The effectiveness of the proposed algorithm is verified by the test of multiple extended targets tracking and compared with the linear‐time joint probabilistic data association as well as the algorithm on random finite sets. …”
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Noise Elimination for Wide Field Electromagnetic Data via Improved Dung Beetle Optimized Gated Recurrent Unit by Zhongyuan Liu, Xian Zhang, Diquan Li, Shupeng Liu, Ke Cao

“…Experiments demonstrate that the optimization capacity of the IDBO algorithm is conspicuously superior to other intelligent optimization algorithms, and the IDBO-GRU algorithm surpasses the probabilistic neural network (PNN) and the GRU algorithm in the denoising accuracy of WFEM data. …”
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Efficient Hybrid Iterative Method for Signal Detection in Massive MIMO Uplink System over AWGN Channel by Zelalem Melak Gebeyehu, Ram Sewak Singh, Satyasis Mishra, Davinder Singh Rathee

“…Although the OCD, CG, and GS algorithms have less computational complexity than the MMSE algorithm, they perform poorly in comparison. …”
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