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ORCID14th ICMLC 2022: Guangzhou, China
- ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18 - 21, 2022. ACM 2022, ISBN 978-1-4503-9570-0
Machine Learning
- Jiemiao Chen:
Characterizing phenotypes for Mental Health Disorders with Wrapper-typed Feature selection techniques: : Comparison of RF-RFE and Fuzzy Forest. 1-10 - Yingdong Lu, Duqu Wei:
Chaos Prediction of Power Systems by Using Deep Learning. 11-17 - Jiarui Cao, Liehuang Zhu:
A highly efficient, confidential, and continuous federated learning backdoor attack strategy. 18-27 - Raju Shrestha:
A transformer-based deep learning model for evaluation of accessibility of image descriptions. 28-33 - Jun Ge, Yuanqi Qin, Yaling Li, yanjia Huang, Hao Hu:
Single stock trading with deep reinforcement learning: A comparative study. 34-43 - Ya Ma, Biao Chen, Ziwei Li, Gang Bai:
Self-supervised Domain Adaptation Model Based on Contrastive Learning. 44-50 - Qingtong Wu, Dawei Feng, Yuanzhao Zhai, Bo Ding, Jie Luo:
Pseudo Reward and Action Importance Classification for Sparse Reward Problem. 51-58 - Haoran Lyu:
A Machine Learning-Based Approach for Cardiovascular Diseases Prediction. 59-66
Next Generation Neural Networks and Key Technologies
- Fei Wu, Pei Liu
, Bo Fu, Feng Ye:
DeepGCNMIL: Multi-head Attention Guided Multi-Instance Learning Approach for Whole-Slide Images Survival Analysis Using Graph Convolutional Networks. 67-73 - Da Yu, Junli Wang, Changjun Jiang:
Neighborhood Extended Dynamic Graph Neural Network. 74-82 - Shilin Liu, Yunpeng Ma, Ran Wang, Wenju Dong, Yuyin Wang:
Optimize the NOx emission concentration of Circulation Fluidized Bed Boiler based on on-line learning neural network and modified TLBO algorithm. 83-90 - Chengkai Zhang, Jichao Jiao, Wei Xu, Ning Li, Min Pang, Jianye Dong:
ADFNet: Attention-based Fusion Network for Few-shot RGB-D Semantic Segmentation. 91-96 - Chun Yin Lam, Saimei Li:
Classical Formula Nomenclature in Traditional Chinese Medicine based on Neural Network. 97-102 - Apisara Saelim, Boonserm Kijsirikul:
A Deep Neural Networks model for Restaurant Recommendation systems in Thailand. 103-109 - Zhiyuan Hua, Danhong Zhang, Yue Qi, Zhiwen Leng:
Prediction for Sea Surface Temperature of Submarine Thermal Wake: Combining CFD with Neural Network. 110-114 - Snehal Ishwar Khandve, Vedangi Kishor Wagh, Apurva Dinesh Wani, Isha Mandar Joshi, Raviraj Bhuminand Joshi:
Hierarchical Neural Network Approaches for Long Document Classification. 115-119 - Junzhe Li, Chenglong Wang, Xiaohan Fang, Kai Yu, Jinye Zhao, Xi Wu, Jibing Gong:
Multi-label text classification via hierarchical Transformer-CNN. 120-125
Data Theory and Processing Method
- Xianmei He, Shaohua Teng:
The Title of the Paper: Research on insurance marketing application based on hash link-table improved association rule algorithm. 126-133 - Di Zhao, Ming Yao, Wanwan Wang, Hao He, Xin Jin:
NTP-VFL - A New Scheme for Non-3rd Party Vertical Federated Learning. 134-139 - Zhen Liu, Ruoyu Wang, Jin Yang, Wenbin Zhang:
Research on fine-tuning CNN for cancer diagnosis with gene expression data. 140-145 - Mengna Nie, Lianglun Cheng, Haiming Ye, Weiwen Zhang:
Chinese NER with High-Level Features in Specific Domain. 146-152 - Chenggong Zhai, Heng Zhang, Xiaoli Li, Shan Chen, Liyong Zhou, Rangming Wu:
Research on Hypoxia and Fatigue Resistant Food at Plateau Based on Big Data Technology. 153-159 - Ruijia Li, Zhiling Cai, Hong Wu:
Junction density based clustering algorithm for data with arbitrary shapes. 160-164 - Ming Wu, Qianmu Li, Jing Zhang, Jun Hou:
Label Aggregation with Clustering for Biased Crowdsourced Labeling. 165-169 - Haoyuan Gao:
A Peer-to-Peer Distributed Bisecting K-means. 170-177 - Yitao Yang, Xiucai Ye, Tetsuya Sakurai:
Multi-View Federated Learning with Data Collaboration. 178-183
Computer Models and Intelligent Computing
- Yufan Zhou, Xinhua Yang, Ailing Shen, Juan Lin, Yiwen Zhong:
Simulated Annealing Algorithm Based on Single-direction Greedy Decoding for Solving Corridor Allocation Problem. 184-190 - Guansong Cao, Yuan Zhu, Ming Yi:
Variational Autoencoder Based Network Embedding Algorithm For Protein Function Prediction. 191-196 - Hafiza Hamrah Kanwal, Ishfaq Ahmad, Muhammad Saad Aziz:
Remote sensing based yield estimation of wheat using support vector machine (SVM) in semi-arid environment. 197-204 - Siqi Zhan, Donghong Qin, Zhizhan Xu:
Mixed network sentiment analysis combining sentiment features and multiple attention. 205-212 - Donata Acula:
Classification of Tropical Cyclone Risks in the Philippines using Random Forest. 213-220 - Yesid L. Lopez, Didier Grimaldi, Sebastian Garcia, Jonatan Ordoez, Carlos Carrasco-Farré, Andres A. Aristizabal:
Artificial Intelligence Model to Predict the Virality of Press Articles. 221-228 - Yuting Feng, Xinning Zhu, Xiaosheng Tang, Zheng Hu:
Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning. 229-236 - Feng Xu, Hao Zhang, Juan Zheng, Ting Ting Zhao, Xi Dong Wang, Zhi Yong Zeng:
Lads: Deep Survival Analysis for Churn Prediction Analysis in the Contract User Domain. 237-244
Software and Information Security
- Rongying Jing, Yang Liu:
Self-supervised Depth Estimation with High Resolution Features and Non-local Information. 245-250 - Hongbin Zhang, Quan Chen, Weiwen Zhang, Mengna Nie:
HSIE: Improving Named Entity Disambiguation with Hidden Semantic Information Extractor. 251-257 - Yihao Guo, Xinning Zhu, Zheng Hu, Zhiqiang Zhan:
Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition. 258-265 - Amy Aumpansub, Zhen Huang:
Learning-based Vulnerability Detection in Binary Code. 266-271 - Siran Liu, Lan Wang:
A Research on liquidity risk management under the framework of COSO-ERM. 272-277 - Yongqin Sun, Junfeng Gai, Huayun Liu:
A Intelligence Target Situation Assessment Method for Cooperative Search by ASW Patrol Aircraft. 278-283 - Chunlin Wang, Neng Yang, Jianyong Sun, Wanjin Xu, Xiaolin Chen:
Network Abnormality Location Algorithm Based on Greedy Monte Carlo Tree. 284-292
Modern Information Theory and Management Technology
- Bojing Feng, Wenfang Xue:
Contrastive Pre-training for Imbalanced Corporate Credit Ratings. 293-297 - Husamelddin A. M. Balla, Marisa Llorens-Salvador, Sarah Jane Delany:
Arabic Medical Community Question Answering Using ON-LSTM and CNN. 298-307 - Xia Liu, Mingdie Yan, Yazhuo Li, Xiao Li:
Evaluation System of Push-up Action Based on Kinect. 308-312 - Maha Toub, Said Achchab, Omar Souissi:
Accelerated operating room scheduling using Lagrangian relaxation method and VNS meta-heuristic. 313-317 - Julius Schöning, Adrian Riechmann, Hans-Jürgen Pfisterer:
AI for Closed-Loop Control Systems: New Opportunities for Modeling, Designing, and Tuning Control Systems. 318-323 - Eleni Kamateri, Vasileios Stamatis, Konstantinos I. Diamantaras, Michail Salampasis:
Automated Single-Label Patent Classification using Ensemble Classifiers. 324-330 - Shuai Jiang, Di Zhao, Tao Wang, Jing Zhang, Xiao Sun:
Hard Anchor Attention in Anchor-based Detector. 331-336 - Joseph Habiyaremye, Marco Zennaro, Chomora Mikeka, Emmanuel Masabo:
Development of a TinyML based four-chamber refrigerator (TBFCR) for efficiently storing pharmaceutical products: Case Study: Pharmacies in Rwanda. 337-346 - Xinhong Yin, Shiyan Zhao, Xianbo Li, Hailong Su:
A Community Detection Algorithm Based on Correlation Analysis of Connection Pattern. 347-357 - Zhu Kui, Xie Yu, Wang Peng Wei, Yan Chun Gang:
A method of Evaluation for Small and Medium-sized Enterprises. 358-367
Pattern Recognition and Algorithm
- Hankun Chai, Zhiqiang Guo, Jie Yang:
Apple Leaf Disease Recognition Based on Attention Mechanics and Multi-Scale Feature Fusion. 368-374 - Mengzi Yin, Xu Yan, Shuqi Yin, Xingxing Liu:
Optimization algorithm of manhole recognition based on YOLOv2. 375-380 - Hassan Sani Abubakar, M. D. Altab Hossin, Sophyani Banaamwini Yussif, Mandela Ali Margan Fargalla, Ramadhan Said Rashid, Yusuf Jamilu Umar, Chiagoziem Chima Ukwuoma, Ewald Erubaar Kuupole:
3D-Based Facial Emotion Recognition using Depthwise Separable Convolution. 381-387 - Tianyang Gu, Ruipeng Min:
A Swin Transformer based Framework for Shape Recognition. 388-393 - Shiqi Xu, Fen Xu:
Micro-expression Recognition Based on Attention-enhanced LSTM Neural Networks. 394-400 - Dongli Wang, Jia Liu, Yan Zhou:
Group Activity Recognition based on Temporal Semantic Sub-Graph Network. 401-406 - Chenyang Liu, Xiangqian Chang, Zhiming Cao, Dan Xu, Hongjie Yang, Zhihao Su:
Welding Seam Recognition Technology of Welding Robot Based on A Novel Multi-Path Neural Network Algorithm. 407-412 - Xiaoyu Shi, Xiaoli Jiao, Cangzhen Meng, Zhiyun Bian:
3D Sign language recognition based on multi-path hybrid residual neural network. 413-418
Image Analysis and Method
- Shiyun Liu, Dongrui Liu, Chuanchuan Chen, Changqing Xu:
SGCNN for 3D Point Cloud Classification. 419-423 - Wenyu Xu, Haibo Wan, Xue Li:
Attention-guided Multiple Receptive Field Residual Block for Single Low-light Image Enhancement. 424-428 - Bing Liu, Chengxu Ye, Ping Yang, Zhikun Miao, Rui Liu, Ying Chen:
A Segmentation Model of Lung Parenchyma in Chest CT Based on ResUnet. 429-434 - Hang Jiao, Peng Yuan, Jiaocheng Liu, Xujie Ren, Jufu Zhang:
Deep-learning Based Denoising and Enhancement in Video Image of Approach Channel. 435-440 - Guancheng Lin, Yijie Zheng, Zhihong Xu, Tianzhi Xia, Peng Yuan:
JFMNet: Joint Fusion Multi-Networks for Image Dehazing and Denoising in The Port Environment. 441-448 - Zonglin Li:
Reparameterizing Residual Unit for Real-time Maritime Low-light image Enhancement. 449-454 - Tianshun Hong, Weitao Huang, Yuhang Bai, Tailai Zeng:
FDA-Unet: A Feature fusional U-Net with Deep Supervision and Attention Mechanism for COVID-19 Lung Infection Segmentation from CT Images. 455-460 - Yanying Guo:
Based On Section Local Histogram Equalization Image Enhancement Algorithm. 461-465 - Huan Xiong, Shuai Dong, Kun Zou:
Face Attribute Analysis Method Based on Self-Supervised Siamese Network. 466-473
Image Reconstruction and Vision
- Li Zhang, Jun Zhang, Anan Jin:
Optimization and Reconstruction for EPMA Image Compressed Sensing Based on Chaotic Measurement Matrix. 474-482 - Nianze Wu, Bozhi Hao, Jiahao Ma, Tianhong Gao, Yancong Deng:
Conditional Generative Adversarial Networks for Hyperspectral Image Classification. 483-489 - Weibin Cao, Jun Zhang:
Real-Time Deep Compressed Sensing Reconstruction for Electrocardiogram Signals. 490-494 - Hiroshi Dozono, Koki Yoshioka, Gen Niina:
Spherical Tree Structured Self-Organizing Map. 495-500 - Senrong You, Yanyan Shen, Guocheng Wu, Shuqiang Wang:
Brain MR Images Super-Resolution with the Consistent Features. 501-506 - Bowen Hu, Yanyan Shen, Guocheng Wu, Shuqiang Wang:
SRT: Shape Reconstruction Transformer for 3D Reconstruction of Point Cloud from 2D MRI. 507-511 - Zhe Shao:
Deep Atrial Fibrillation Classification Based on Multi-modal Attention Network. 512-518
Intelligent Image Processing and Application
- Changyan Li, Shuai Dong, Kun Zou, Wensheng Li:
Lucas-Kanade-based Face Detection Network: An Unsupervised Approach to Improve the Precision and Stability of video-based Face Detector. 519-525 - Fenglie Li, Jiehui Li, Yancong Deng:
Faster R-CNN with Generative Adversarial Occlusion Network for Object Detection. 526-531 - Ruiming Lin, Lianglun Cheng, Jianfeng Deng, Tao Wang:
Multi-level Feature Fusion Method for Long Text Classification. 532-538 - Beilei Li, Peng Han, Li Peng, Kaiqing Luo, Dongmei Liu, Jian Qiu:
An Improved Calibration Method for the Structured Light System Based on Self-correction of Reprojection Error. 539-544 - Haowei Liu, Enhao Tan:
Tweet Sentiment Extraction Using Byte Level Pretrained Language Model∗. 545-549 - Zonglin Li:
A Transmittance Optimization-based Framework for Image Dehazing on Multi-rotor Drones Imaging. 550-554 - Jessie James P. Suarez, Nathaniel S. Orillaza Jr., Prospero C. Naval:
AFAR: A Real-Time Vision-based Activity Monitoring and Fall Detection Framework using 1D Convolutional Neural Networks. 555-559 - Majed Alsadhan, William H. Hsu:
Few-Shot Learning in Object Classification using Meta-Learning with Between-Class Attribute Transfer. 560-565 - Lei Han, Hanting Zhao, Mengao Li:
Analysis Method of Ship Detention Judgment based on optimized DBSCAN Cluster Algorithm. 566-570
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