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ACAI 2021: Sanya, China
- ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22 - 24, 2021. ACM 2021, ISBN 978-1-4503-8505-3
Session I: Intelligent Algorithms and Computation
- Lianyi Bao, Songjian Chen, Fei Han:
Multi-scale Multi-clue Crowd Counting Network. 1:1-1:7 - Xin Deng, Songjian Chen, Yifan Chen, Jie-Fang Xu:
Multi-level Convolutional Transformer with Adaptive Ranking for Semi-supervised Crowd Counting. 2:1-2:7 - Tongpo Zhang, Wuyan Zhao, Xu Zhu, Enggee Lim, Fei Ma, Limin Yu:
Design of Multi-AGV System with Tracking, Collision Avoidance and Coordination. 3:1-3:7 - Kangliang Zhang, Hongyuan Zheng, Zhen Chen, Xiangping Zhai:
Cooperative Task Assignment of Heterogeneous UAVs in SEAD Mission Using A Mutil-Type Genes Chromosome Genetic Algorithm. 4:1-4:6 - Mengtian Wu, Lingling Wang, Qianyi Lu, Pengjie Hu, Jin Xu:
A Fast Optimization Algorithm Based on Multi-RBF For High-Dimensional and Computationally Expensive Problems. 5:1-5:6 - Zhen Chen, Hongyuan Zheng, Xiangping Bryce Zhai, Kangliang Zhang:
Obscuration Resistant Method For Unmanned Air Vehicle Object Tracking. 6:1-6:6 - Jiahua Wan, Chengrui Ji, Yiwen Zhang:
Research and application of recommendation algorithm based on bidirectional attention model. 7:1-7:9 - Danhua Qiu, Xinlei Cai, Zijie Meng, Xu Lin:
A Method for Smart Grid Data Analysis Based on MapReduce Cloud Computing. 8:1-8:4 - Jinzhou Zhu, Xinlei Cai, Kai Dong, Yanlin Cui:
A Markov Chain Based Method for the Aggregation Modeling of Electric Vehicles. 9:1-9:5 - Zhenfan Yu, Xinlei Cai, Jinzhou Zhu, Xu Lin:
A K-means Algorithm Based Platform for the Assistant Decision-Making of Power Grid Dispatching. 10:1-10:4 - Kai Dong, Xinlei Cai, Zhenfan Yu, Yanlin Cui:
An Analysis Method for the Invulnerability of Guangdong Power Grid Considering Cascading Faults. 11:1-11:5 - Zijie Meng, Xinlei Cai, Jinzhou Zhu, Xu Lin:
Study on the Influence of Extreme Weather on Power Grid Operation under New Power System. 12:1-12:6 - Kai Dong, Xinlei Cai, Jinzhou Zhu, Xu Lin:
A Novel Optimal Scheduling Approach of Wind-storage Joint System Based on K-Means and MADDPG. 13:1-13:6 - Yang Liu, Zheng Wang, Yang Yin, Quanshun Yang:
An Overview of Behavioral Cooperative Control of Multiple Unmanned Surface Vehicles. 14:1-14:6 - Changyou Shi, Jianping Lu, Qiang Sun, Jing Zhou, Rongze Xia, Wei Huang:
Image Dehazing Using Conditional Patch Generative Adversarial Network. 15:1-15:7 - Yafei Zhang, Xiaojun Kuang, Wenxia Xi:
Research on Design of Functional Safety Monitoring of Intelligent Driving Vehicle Software Architecture. 16:1-16:6 - Xiu Liu, Junbao Zheng, Lixian Wang:
Research on Contour Detection Model Based on Primary Visual Path Response Mechanism. 17:1-17:6 - Yi Yang, Zhongchen Miao, Jian Gao, Jidong Lu, Guangwei Shi:
Automatic Chinese Financial Knowledge Graph Constructing Framework. 18:1-18:9 - Zian Jin, Omar Dib, Yueting Luo, Bingxu Hu:
A Non-Dominated Sorting Memetic Algorithm for the Multi-Objective Travelling Salesman Problem. 19:1-19:6 - Kaimo Ni, Xueyuan Liu:
A Matlab-Based Model of Diesel Engine Particulate Matter Lung Deposition. 20:1-20:5 - Jinwei Yang:
Research on Target Recognition Technology based on HRRP. 21:1-21:6 - Yizhe Fan, Xuehan Tang, Zhong Ma:
A Weight-Based Channel Pruning Algorithm for Depth-Wise Separable Convolution Unit. 22:1-22:6 - Wenliang He, Minling Zhu:
Application of Capsule Network to Tablet Identification. 23:1-23:6 - Junsen Cheng, Wenrong Wu, Yi Yang, Juan Zhang:
YOLACT in Micro-Assembly Robot System. 24:1-24:5 - Yuhang Lin, Jiwei Zhu, Nan Lu:
Early warning analysis and empirical research of real estate enterprise capital chain crisis based on cloud model. 25:1-25:8 - Kangli Chang, Shiyu Liu, Hao Yan, Fuchuan Li, Dongfang Li:
Quantitative Structure-Activity Relationship Modeling of Estrogen Receptor Alpha Bioactivity based on Multiple Algorithms. 26:1-26:6 - Chao Tan, Chenxi Li, Kanjian Zhang, Haikun Wei:
Fault Detection Method of Photovoltaic System Based on Power Change of Array. 27:1-27:8 - Xuemin Li, Qihang Zhang, Mingyao Liu, Ziyang Gu, Cunxi Zhu, Chengjie Zheng:
Multi Objective Optimization of Diesel Engine Emission System Based on NSGA-II. 28:1-28:5 - Sumei Zhang, Qiujuan Tong:
An efficient statistical method for evaluating online teaching quality. 29:1-29:6 - Qilin Xiong, Chun Liao, Zhenhong Yang, Wanlin Gao:
A Method for Accelerating YOLO by Hybrid Computing Based on ARM and FPGA. 30:1-30:7 - Yirong Xue, Kai Niu, Zhiqiang He:
Region-Level Attention Network for Food and Ingredient Joint Recognition. 31:1-31:6 - Zhisheng Chen, Cheng Zhang, Di Su, Shaobo Wang:
3D Reconstruction of Spatial Non Cooperative Target Based on Improved Traditional Algorithm. 32:1-32:6 - Xueying Yang, Huang Gang:
Recognition of human activities based on decision optimization model. 33:1-33:8 - Jinghui Zhang, Lijun Yang, Yong Zhang:
Robust Non-parameter Clustering Algorithm Based on Saturated Neighborhood Graph. 34:1-34:6 - Yu Wang, Xinmin Xu, Yao Zhuang:
Learning Dynamics for Video Facial Expression Recognition. 35:1-35:5 - Vladislav Belov
, Radek Marik:
Tessellation-based Kernel Density Estimation. 36:1-36:6 - Mingxue Liao, Yuanyuan Liang, Qinying Li:
The Modified Gravitation-based Algorithm for Community Detecting in Dynamic Social Networks. 37:1-37:6 - Zhengshu Lu, Yanrui Ding:
The m6A RNA methylation regulators related transcriptome for identification of pancreatic cancer subtypes and prognostic markers. 38:1-38:5 - Dongping Tang, Zhenping Wang, Xiaoli Wu, Yongjie Deng:
Service Quality Evaluation of O2O Platform for Catering Whole Industry Chain. 39:1-39:6 - Pengfei Wang, Jing Gao, Junjie Chen, Yongjun Wang, Zhijun Shen, Haibo Wang:
Question answering system of discipline inspection laws and regulations based on knowledge graph. 40:1-40:7 - Minglei Zhao, Hongbin Yu, Hongyu Shao:
Experimental Study on Instrument Pointer Detection Based on Hough Transform and RANSAC Algorithm. 41:1-41:6 - Xiaohong Chen, Youchen Fan, Zhao Ma:
Kalman Filter Tracking Algorithm Simulation Based on Angle Expansion. 42:1-42:5 - Zhan Wang, SongPo Tian, Xin Fu, Jiazhen He:
An Effective Image Enhancement Method for Color Fundus Images. 43:1-43:5 - Xiaojun Kuang, Yafei Zhang, Hongpeng Li:
SOTIF Requirement Analysis Based on STPA. 44:1-44:5 - Zhanfeng Li, Bo Li, Duoyong Sun, Renqi Zhu:
A Simulation model on the propagation of terrorist ideology in social community. 45:1-45:8 - Bing Li, Hongxuan Wu:
Analysis on the Efficiency of Health Human Resource Allocation in Ganzi Prefecture Based on DEA. 46:1-46:6 - Yefeng Sun, Bishu Gao:
Improvement of the Probabilistic Roadmap Planner Algorithm for Mobile Robots. 47:1-47:6 - Zheng Quan, Shuhai Fan, Bin Xu:
Design and Analysis of Universal Exponentially Weighted Moving Average Control Chart. 48:1-48:5 - Xinxiu Xiao, Jinglong Xie, Guibin Xu, Jun Yan:
A Privacy Preserving Two-Ticket Management System Based on Negative Database for Smart Grid. 49:1-49:6 - Cong Liu, Baoguang Xu, Mingang Gao:
Research on Emergency Supplies Distribution of Safety Huts in National Parks on the Plateau. 50:1-50:6 - Shuai Ye, Guoen Xia, Xianquan Zhang, Xiangqing Li:
Application of Hybrid Sampling Method in the Prediction of Telecom Customer Churn. 51:1-51:8
Session II: Machine Learning
- Jie Zhu, Fengge Wu, Junsuo Zhao:
An Overview of the Action Space for Deep Reinforcement Learning. 52:1-52:10 - Shiyuan Yin, Yi Liu, Guoliang Gong, Huaxiang Lu, Wenchang Li:
RLEPSO: Reinforcement learning based Ensemble particle swarm optimizer✱. 53:1-53:6 - Linlin Shi, Pengfei Yu, Shilie He, Zhenwei Zhou, Chen Sun, Linghui Meng, Junbin Liu:
Simulation Analysis and Prediction Model of Aircraft Electrostatic Discharge Based on Machine Learning. 54:1-54:8 - Linlin Shi, Pengfei Yu, Zhenwei Zhou, Shilie He, Linghui Meng, Junbin Liu, Yun Huang:
DC-DC power supply fault prediction and analysis based on monitoring parameter simulation and LSTM network model. 55:1-55:8 - Fangting Zhang, Gaochao Guo, Peng Yan, Chengwei Zhang, Xiaojun Hei:
A Real-time Fatigue Driving Detection Method Based on Facial Multi-Feature Fusion. 56:1-56:8 - Siming Zheng, Yang Zhao, Jihong Pei:
Multi-subspace RBFNN driven by features correlation learning. 57:1-57:5 - Yanbao Ma
Adaptive Transfer Learning via Fine-grained Multi-task Pre-training. 58:1-58:5 - Miao Yang, Yongli Wang, Feiqiong Chen:
MBCED: Multi-task learning event detection method based on pre-training. 59:1-59:6 - Bin Yang, Kai Xie, Hongbo Pan, Yuyan Chen:
Improved Super-resolution Network based on SRCNN. 60:1-60:6 - Jinming Du, Dongyang Li, Yingjie Deng, Luping Zhang, Huanzhang Lu, Moufa Hu
Multiple Frames Based Infrared Small Target Detection Method Using CNN. 61:1-61:6 - Huijian Chen, Xiyu Liu:
An improved multi-view graph clustering based on tissue-like P System. 62:1-62:7 - Jian Wang, Wenlu Yan:
Action Recognition Based on Cross Spatital Temporal Graph Convolution. 63:1-63:6 - Zhili Chen, Zhimin Zhao, Adamu Abubakar Abba:
Detection of Microcalcifications in Mammograms Based on Hyper Faster R-CNN. 64:1-64:8 - Zhili Chen, Shiyuan Zhang, Adamu Abubakar Abba, Bing Wang, Yupeng Li:
Pixel-level segmentation method of concrete cracks based on MU-Net. 65:1-65:7 - Kai Song, Xia Liang, Junmin Wu:
ViT-based VQ-VAE Generative Network for Accompaniment Generation. 66:1-66:5 - Hui Zhang, Dagao Duan, Qiu-Li Zhang:
RWRel: A fast training framework for random walk-based knowledge graph embedding. 67:1-67:6 - Jie Fang, Yunqing Rao, Xiaoqiang Guo, Xusheng Zhao:
A reinforcement learning algorithm for two-dimensional irregular packing problems. 68:1-68:6 - Xueke Chi, Da-Han Wang, Yuefeng Wu, Yun Wu:
Handwritten Mathematical Expression Recognition with Self-Attention. 69:1-69:6 - Xiaochen Yuan, Jinlong Li:
Dual Partial Recurrent Networks for Hyperspectral Image Change Detection. 70:1-70:7 - Huifang Feng, Ruonan Wu, Youji Xu:
Urban Traffic Congestion Identification Based on Adaptive Graph Convolutional Network. 71:1-71:5 - Ercong Cai, Jin Huang, Bosong Huang, Shi Xu, Jia Zhu:
GRAE: Graph Recurrent Autoencoder for Multi-view Graph Clustering. 72:1-72:9 - Emmanuel S. A. Gyarteng
Joint Control of Lane Allocation and Traffic Light for Changeable-Lane Intersection Based on Reinforcement Learning. 73:1-73:5 - Jiayong Fang, Zhongliang Zhou, Huanbin Wang, Sheng Sheng, Shitao Chen:
Modeling and Simulation of UAV Autonomous Obstacle Avoidance Based on DQN. 74:1-74:6 - Wenliang Wang, Jing Li, Hanyu Rao, Dong Mao:
MulRNN: An Enhanced Technique of Multi-Stage-Attention Network for Complex Time Series Prediction. 75:1-75:6 - Lu Zheng, Tongtong Zhou, Rongqi Jiang, Yueping Peng:
Survey of video object detection algorithms based on deep learning. 76:1-76:6 - Lijuan Liu, Zongru Min, Yang Chen:
Web specific information detection based on features and deep neural network. 77:1-77:7 - Xuefeng Wei, Shuqin Liu:
Research on Rough surface parameter inversion based on Bayesian method. 78:1-78:5 - Kangkang Dou, Mengyuan Zhan, Zhen Li, Xiankang Chen:
Testability Evaluation by Multi-sources Bayes Method Applied in Torpedo Weapon System with Improved Jaccard Similarity. 79:1-79:8 - Mingxue Liao, Haoyu Liang, Jiaxin Gao, Pin Lv:
XML2NN: A Unified Modeling Method Accelerated by Distributed Training with an XML File. 80:1-80:7 - Bin Luo, Wen Chen, Xinxiu Xiao, Weibing Weng:
A Deep Learning Assisted Intelligent Monitoring System for Smart Grid. 81:1-81:6 - Yujie Pan, Ya Zhang
Cross Domain Embedding Transfer for Cold-start Users in Click-through Rate Prediction. 82:1-82:6
Session III: Data Mining and Natural Language Processing
- Chang Liu, Gejian Ding:
MFDNN: Mixed Features Deep Neural Network Model for Prompt-independent Automated Essay Scoring. 83:1-83:7 - Fang Liu, Feifei Qi, Xiaofen Xing, Kailing Guo:
Simple to complex dictionary learning for action recognition. 84:1-84:5 - Han Hao, Mengqi Zhang, Lei Ma, Nian Chen, Xinliang Liu:
Semantic Enhanced Subspace Cross-Media Retrieval Based on Quadratic Discriminant Analysis. 85:1-85:6 - Yixiao Yang, Chongyang Zhang:
Attention-Based Multi-level Network for Text Matching with Feature Fusion. 86:1-86:7 - Caihong Wang, Xinyue Xu, Sicong Zhao, Yang Cao, Naibing Lyu, Shuainan Jia, Yuan Peng, Dongxue Li:
ILG: Inference model based on Line Graphs for document-level relation extraction. 87:1-87:6 - Yuhang Cheng, Qiang Zhang, Zhongdong Yang:
Nested Double Pyramid Network for Infrared Small Target Detection. 88:1-88:8 - Dunbo Cai, Ling Qian, Dongqin Xu, Zhiguo Huang:
Towards a Free Text Dataset for Hiding Quasi-Identifiers. 89:1-89:6 - Le Chen, Yong Huang:
Sentiment Analysis of MicroBlog Comments Based on Multi-feature Fusion. 90:1-90:5 - Haolin Song, Dawei Song:
We Know An Emotion There, But What Type Is It and What Triggers It? Towards Emotion-Cause Triplet Extraction. 91:1-91:6 - Xiaolong Wang, Jing Zhang, Wei Li:
Audio-visual Speech Enhancement by Using the Correlation Deeply. 92:1-92:8 - Qian Wan
Modeling Full Information with Graph Network for Joint Entity-Relation Extraction. 93:1-93:8 - Rohit Sroch
Domain Adapted Abstractive Summarization of Dialogue using Transfer Learning. 94:1-94:6 - Jordan Hosier, Yu Zhou, Nikhita Sharma, Vijay K. Gurbani:
Lightweight domain adaptation: A filtering pipeline to improve accuracy of an Automatic Speech Recognition (ASR) engine. 95:1-95:9 - Ruilin Wang, Somayajulu Gowri Sripada
Auto-generating Textual Data Stories Using Data Science Pipelines. 96:1-96:8 - Lixin Xia, Hui Hu:
Grammatical Variation between China English and American English: The Case of difficulties/difficulty (in) doing. 97:1-97:6 - Lijuan Liu, Chengyu Guo:
Retrieval and Evaluation of Target Component Based on Ontology Knowledge. 98:1-98:6 - Yuyan Ye, Yongmei Ding
Bayesian Intention Inference Based on Human Visual Signal. 99:1-99:5
Session IV: Neural Network and Fuzzy Systems
- Kun Yu, Jie Huang, Jinfeng Tao:
An Interactive Elements Layout Design Method Based on Fusion of Dynamic Fuzzy Genetic Mechanism and Ergonomics Principles for Complex System. 100:1-100:7 - Linxin Chen, Riqing Chen, Jian Lin:
A Ranking of Software Reliability Evaluation Based on Intuitionistic Fuzzy Aggregation Technique. 101:1-101:8 - Jiachen Kuang
Deep joint convolutional neural network with double-level attention mechanism for multi-sensor bearing performance degradation assessment. 102:1-102:9 - Zunming Yang, Zhanzhuang He, Jing Yang, Zhong Ma:
An LSTM Acceleration Method Based on Embedded Neural Network Accelerator. 103:1-103:6 - Yuhang Huang, Linlin Shi, Yucheng Lu:
Research on Module-level Fault Diagnosis of Avionics System Based on Residual Convolutional Neural Network. 104:1-104:7 - Yadong Wang, Junmin Wu, Hui Wang:
Residual Networks with Channel Attention for Single Image Super-Resolution. 105:1-105:5 - Martin Pellon Consunji:
EvoTrader: Automated Bitcoin Trading Using Neuroevolutionary Algorithms on Technical Analysis and Social Sentiment Data. 106:1-106:9 - Xiaoyan Wang, Tao Zhu, Yuanxia Shen:
Research on weighted and degree multi granularity intuitionistic fuzzy rough set model based on multiple parameters. 107:1-107:5 - Xiaoyan Wang, Tao Zhu, Yuanxia Shen:
Research on the Application of Limited Tolerance Relation in Multi Granularity Rough Set. 108:1-108:5 - Lanlan Lyu, Yi Chen, Li Chen, H. P. Yuan:
3D Hand Pose Estimation for Guqin Performance. 109:1-109:5 - Siyu Huang, Tong Tian:
Prediction of Mechanical Properties of Hot Rolled Strip Based on DBN and Composite Quantile Regression. 110:1-110:6
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