A Continuous Music Recommendation Method Considering Emotional Change by Se In Baek, Yong Kyu Lee

“…A recommendation list was created by calculating the similarity between music emotion vectors and user emotion vectors. To prove the effectiveness of the proposed method, the accuracy of the music emotion analysis, user emotion prediction, and music recommendation results were evaluated. …”
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Study on Nanoparticles of ZnSe Synthesized by Chemical Method and Their Characterization by M.P. Deshpande, S.H. Chaki, N.H. Patel, S.V. Bhatt, B.H. Soni

“…In recent years, much attention was paid on the preparation methods, performances and applications of ZnSe nanoparticles and thin solid films, and a lot of important accomplishments have been obtained. …”
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Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs by Lingjie Yi, Xianzhong Xie, Yi Wan, Bo Jiang, Junfan Chen

“…Existing quantization methods have yielded unsatisfactory results when being applied to lightweight networks. …”
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Traffic sign detection method based on improved YOLOv8 by Gaihua Wang, Peng Jin, Zhiwei Qi, Xiaohuan Li

“…Aiming at the current traffic sign detection problems of leakage, misdetection and low detection accuracy of small targets, a traffic sign detection method based on improved YOLOv8n is proposed. Firstly, the Neck part of YOLOv8 is improved by designing a module that combines Attention Scale Sequence Fusion with the P2 small target detection layer (AFP) to enhance the feature extraction capability of the YOLOv8 network, enabling it to capture more small target features. …”
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Classification and spectrum optimization method of grease based on infrared spectrum by Xin Feng, Yanqiu Xia, Peiyuan Xie, Xiaohe Li

“…The results show that this machine learning method can effectively eliminate the interference fringes in the IR spectrum, and complete the feature selection and dimensionality reduction of the high-dimensional spectral data. …”
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Study on Tourism Development Using CRITIC Method for Tourist Satisfaction by Xi Yang, Noor Azman Ali, Huam Hon Tat

“…This paper presents a novel approach for evaluating tourist satisfaction and developing optimized strategies by integrating the CRITIC method, deep learning with Multilayer Perceptron (MLP), and Genetic Algorithms (GA). …”
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The Bregman Modified Second APG Method for DC Optimization Problems by Lumiao Wang, Ziye Liu, Chunguang Liu

“…However, most of these methods typically require the L-smoothness property of the objective function; without this condition, the optimization process may exhibit slow convergence or even fail to converge. …”
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Research on Bearing Fault Diagnosis Method Based on IPSO-RVM by ZHANG Han, ZOU Fang-hao, MENG Liang, SU Yuan-hao, XU Tong-le

“…Aiming at the problems of poor classification effect of support vector machine in traditional particle swarm optimization support vector machine and inaccuracy of traditional particle swarm optimization in bearing fault diagnosis, an improved particle swarm optimization method for correlation vector machine is proposed in this paper.By using the adaptive inertia weight and acceleration factor, the search speed is faster in the early stage and the convergence speed is faster in the late stage.The classification models of improved particle swarm optimization correlation vector machine (IPSO-RVM), improved particle swarm optimization support vector machine (IPSO-SVM) and particle swarm optimization support vector machine (PSO-SVM) were constructed respectively for comparative experiments.The simulation results show that the classification accuracy of IPSO-RVM is 5.8% higher than IPSO-SVM and 8.7% higher than PSO-SVM.The simulation results show that the classification accuracy of IPSO-RVM is 5.8% higher than ipSO-SVM and 8.7% higher than PSO-SVM.The running time of IPSO-RVM is 0.58 s and 4.28 s slower than that of IPSO-SVM and PSO-SVM, respectively. …”
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A novel anthropometric method to accurately evaluate tissue deformation by Chongyang Ye, Xiaolu Li, Haiyan Song, Yu Shi, Ruixin Liang, Jun Zhang, Ka Po Lee, Zhaolong Chen, Beibei Zhou, Raymond Kai-Yu Tong, Kit-Lun Yick, Sun-Pui Ng, Joanne Yip

“…Moreover, a novel anthropometric method based on image recognition algorithms that systematically measures and evaluates tissue deformation while minimizing the impact of the effects of motion is proposed. …”
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A Data Model and Method Framework for Cyberspace Map Visualization by Zheng Zhang, Chenghu Zhou, Minjie Chen, Yibing Cao, Shaojing Fan

“…The experimental results showed that the proposed data model and method framework can be effectively applied to represent the distribution and relations of cyberspace features and help reveal the interaction patterns between cyberspace and geographic space.…”
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A Vegetable-Price Forecasting Method Based on Mixture of Experts by Chenyun Zhao, Xiaodong Wang, Anping Zhao, Yunpeng Cui, Ting Wang, Juan Liu, Ying Hou, Mo Wang, Li Chen, Huan Li, Jinming Wu, Tan Sun

“…As a result, we propose a novel vegetable-price forecasting method based on mixture of expert models (VPF-MoE), which combines the strengths of large language models and deep learning methods. …”
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Prediction of Airline Ticket Price Using Machine Learning Method by Hüseyin Korkmaz

“…Accurate price prediction is crucial for both airlines, to maximize revenue, and customers, to secure the best deals. Traditional methods often fall short of capturing the intricate and rapidly changing patterns of airfare pricing. …”
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VMD‐FBCCA classification method for SSVEP brain–computer interfaces by Ping Tan, Fengsheng Wang, Kaijun Zhou, Yi Shen

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Elevated Liver Enzyme after Cardiac Surgery by on Pump Method by Ali Jabbari, Shabnam Tabasi, Mansour Deylami

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Removal of Lithium onto chitosan derivative using Taguchi method by Peter Osei Boamah, Jacqueline Onumah, Tayari Salifu, John Hendrick Essel, Benjamin Apam

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Product Innovation Design Method Based on BP Neural Network by Shihui Huang

“…Based on BP neural network, a nonlinear mapping model between product attribute space and product semantic space is constructed, and the generalization ability of the model is evaluated, which verifies the feasibility and effectiveness of this method. The research results have important theoretical guiding significance for improving the innovative design ability of enterprises, enhancing product competitiveness, and customer satisfaction.…”
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Optimized Airspace Structures and Sequencing Method for Urban Logistics Droneport by Yuan Zheng, Die Li, Zhou Shen, Chenglong Li, Zhaoxuan Zhang

“…In comparison, under the sequencing of the comparison method, numerous drones crash due to low battery levels.…”
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Applying citizen science method for odor measurement in urban areas by Yasmine Amkieh, Ibtehal Youssef El-Bastawissi, Mary Felix

“…Environmental and chemical studies have much greater attention and studies to the odor effects in the urban areas than urban designers. The aim of this paper is to provide a validated and applicable method for the urban designers in odor measurement. …”
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The Coordination Method and Its Characteristics of Two-Level Electricity Market by Xiaogang LI, Libing YANG, Min WU, Yansong LIU, Bin ZOU, Ping SHAO

“…Through multiple iterations, the method can achieve the market effect with the same nodal price for the one-level market. …”
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An Improved Thermoeconomic Diagnosis Method: Applying to Marine Diesel Engines by Nan Xu, Longbin Yang, Yu Guo, Lei Chang, Guogang Zhang, Jundong Zhang

“…When multiple components malfunction simultaneously, these methods may fail to effectively identify all the faulty components. …”
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