Search Results - "2020 5th International Conference on Computational Intelligence and Applications (ICCIA)"

AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology by Xia, Tiancheng, Fu, Yong Qing, Jin, Nanlin, Chazot, Paul, Angelov, Plamen, Jiang, Richard

“…Microscopic blood cell analysis is an important methodology for medical diagnosis, and complete blood cell counts (CBCs) are one of the routine tests operated…”
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Human Action Recognition Based on Improved Fusion Attention CNN and RNN by Zhao, Han, Jin, Xinyu

“…The attention mechanism based models for computer vision and natural language processing are widely utilized, and action recognition in videos is no exception…”
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Research on Movie Recommendation Model Based on LSTM and CNN by Wang, Wentao, Ye, Chengxu, Yang, Ping, Miao, Zhikun

“…In order to further improve the accuracy of movie recommendation, while considering the characteristics of user data and movie data, this paper studies and…”
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Research on improved RFM customer segmentation model based on K-Means algorithm by Huang, Yong, Zhang, Mingzhen, He, Yue

“…The RFM model used for customer segmentation in the traditional retail industry is not suitable for the industry with distinct attributes of social groups, so…”
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A Small Sample Image Recognition Method Based on ResNet and Transfer Learning by Han, XiaoZhen, Jin, Ran

“…With the vigorous development of artificial intelligence big data era and the advent of 5G era, the amount of network information shows a blowout-like growth…”
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A CNN Accelerator on FPGA with a Flexible Structure by Shan, Dan, Cong, Guotao, Lu, Wei

“…Most of the existing convolutional neural networks (CNNs) are based on PC software, which cannot meet the real-time, low power and miniaturization requirements…”
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Classifying Tongue Images using Deep Transfer Learning by Song, Chao, Wang, Bin, Xu, Jiatuo

“…Traditional Chinese Medicine (TCM) believes that the tongue image is closely related to the health of the human organs and tongues' visual features can provide…”
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High-quality Panorama Stitching based on Asymmetric Bidirectional Optical Flow by Meng, Mingyuan, Liu, Shaojun

“…In this paper, we propose a panorama stitching algorithm based on asymmetric bidirectional optical flow. This algorithm expects multiple photos captured by…”
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Artificial Neural Network for Forecasting of Daily Reservoir Inflow: Case Study of the Kotmale Reservoir in Sri Lanka by Dampage, Udaya, Gunaratne, Yasiru, Bandara, Ovindi, Silva, Samitha De, Waraketiya, Vinushi

“…The knowledge of water inflow figures is paramount in decision making on the allocation for consumption for numerous purposes; irrigation, hydropower, domestic…”
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Intelligent classification of point clouds for indoor components based on dimensionality reduction by Yang, Huimin, Wu, Hangbin

“…With the wide application of LiDAR, RGBD cameras and other sensors in computer vision, intelligent robotics, indoor positioning and navigation, the processing…”
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Lossless Image Compression Algorithm Based on Long Short-term Memory Neural Network by Zhu, Caixin, Zhang, Huaiyao, Tang, Yun

“…People have relatively higher requirements for image storage in some specific fields, such as high-resolution cultural relic data image, medical image,…”
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A negative selection algorithm based on adaptive immunoregulation by Deng, Hongli, Yang, Tao

“…Negative selection algorithm (NSA) is an important detectors training algorithm in artificial immune system (AIS). In NSAs, the self radius and location of…”
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Video Prediction and Anomaly Detection Algorithm Based On Dual Discriminator by Fan, Sinuo, Meng, Fanjie

“…In order to make full use of the useful information in the massive video data and provide early warning of abnormal events, we propose a video prediction and…”
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An improved memory prediction strategy for dynamic multiobjective optimization by Zheng, Jinhua, Chen, Tian, Xie, Huipeng, Yang, Shengxiang

“…In evolutionary dynamic multiobjective optimization (EDMO), the memory strategy and prediction method are considered as effective and efficient methods. To…”
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Solving Nurikabe with Monte-Carlo Tree Serach by Futuhi, Ehsan, Karimi, Shayan

“…Puzzle solving with AI is becoming one of the hot topic fields in computer science. The algorithmic challenges that are laid behind this topic , make it more…”
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A novel modified particle swarm optimization algorithm with mutation for data clustering problem by Ratanavilisagul, Chiabwoot

“…Particle Swarm Optimization (PSO) and K-Means (KM) are widely used for solving data clustering. KM encounters the problem of initializing the cluster centers…”
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A Real-time Multipoint-based Object Detector by Li, Wei, Ma, Xianghua, Peng, Tongrui

“…A real-time multipoint-based object detector - EMPDet is proposed in this paper to improve the processing speed with reasonable sacrifice in accuracy. A…”
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The application of virtual reality in empathy establishment: Foresee the future by Liu, Yuqi

“…The establishment of empathy is the premise and foundation for diverse innovative proposals and problem solutions. Virtual reality has provided a full range of…”
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Location-based Hybrid Deep Learning Model for Purchase Prediction by Zhu, Bing, Tang, Weiqiang, Mao, Xiai, Yang, Wenchuan

“…Consumer purchase prediction is of great significance for reducing marketing costs and improving return on investment of companies. Recently, spatial-temporal…”
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A Data Center Thermal Monitoring System Based on LoRa by Cong, Gaoxiang, Wan, Jianxiong, Hua, Tianyang, Zhou, Jie, Niu, Hongxun

“…Data Centers (DC) requires massive monitoring for thermal and energy efficiency. Currently, popular wireless DC monitoring solutions include Zigbee and…”
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