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5th SPML 2022: Dalian, China
- Proceedings of the 2022 5th International Conference on Signal Processing and Machine Learning, SPML 2022, Dalian, China, August 4-6, 2022. ACM 2022, ISBN 978-1-4503-9691-2
Session I - Computer Models and Intelligent Computing
- Ye Li, Hongxiang Ren:
Vessel Traffic Flow Prediction Using LSTM Encoder-Decoder. 1-7 - Enhao Tan, Haowei Liu:
Performance Comparison of Seven Pretrained Models on a text classification task. 8-12 - Lin Cong, Fangbing Xiao, Yong Yin, Meiling Han:
GMDSS Operation Intelligent Evaluation Based on Tree Digraph. 13-18 - Yingning Ma:
Cluster analysis for cancer omics data using Neural Network with data augmentation. 19-24 - Zongxin Huang, Yi Yu, Yongcun Fan, Ke Li:
Decorrelation Proportionate Normalized Least Mean M-estimate Algorithm with Variable Step-Size. 25-30 - Tianyu Wang, Lining Zhao, Jiangling Hao:
Ship Track Prediction Model Based on Improved ELM. 31-37 - Chenyue Wang, Xiaodong Zhu, Lirong Yan:
Sentiment Analysis for E-Commerce Reviews Based on Deep Learning Hybrid Model. 38-46
Session II - Advanced Information Theory and Technology
- Zhengzhong Li, Mingyang Pan, Jingfeng Hu, Jiaming Guo:
Design on ship "video radar" enhanced navigation system based on multi-camera. 47-53 - Zhiping Hu:
Intelligent Analysis System of Transmission Channel Based on Improved GMM. 54-57 - Qi Wu:
Aspect-sited hybrid graph neural networks for sentiment classification. 58-65 - Yanxue Dai, Mingyang Pan, Ruolan Zhang, Zhiyuan Cui:
Real-time route planning of inland water network based on Deep Q_Network. 66-74 - Qiang Gao, Liang Liu:
A Fast SAR Raw Data Simulator for Extended Scenes Using Block Clipping Method. 75-81 - Zongying Liu, Wenru Zhang, Hui Sun, Shaoxi Li, Hangqi Li:
Handling Concept Drift in Financial Time Series Data: Recurrent Xavier On-line Sequential Extreme Learning Machine. 82-87
Session III - Modern Speech Analysis and Signal Processing
- Prommy Sultana Hossain, Amitabha Chakrabarty, Md. Jalil Piran, Doug Young Suh:
Stacked Convolutional Autoencoder with Multi-label Extreme Learning Machine (SCAE-MLELM) for Bangla Regional Language Classification. 88-93 - Ginji Hayashi, Shigeru Katagiri, Xugang Lu, Miho Ohsaki:
An Investigation of Feature Difference Between Child and Adult Voices Using Line Spectral Pairs. 94-100 - Tao Wei, Xihai Jiang, Wenmiao Shen:
Wideband Beamspace Robust Capon Beamformer. 101-105 - Chengtao Du, Daohui Wang, Liang Cai, Min Fan:
Application of Adaptive Sub-band Filters on Active Noise Control. 106-111 - Jinsong Wang, Jun Wang, Yujie Du:
DOA estimation of unequal power signals in non-ideal electromagnetic environment. 112-117 - Dezhu Xiao, Qiang Yang, Jiaming Li:
Space-Time Characteristic Analysis and Suppression Method Research of Directional Noise in HFSWR. 118-123 - Changli Li:
A Unifying Framework for Blind Source Separation Algorithms Based on Generalized Eigen-value Decomposition. 124-131
Session IV - Intelligent Identification Technology and Application
- Haipeng Ge, Jingfeng Hu, Cheng Zhang, Mingyang Pan:
Research on visual recognition technology of Damaged navigation mark based on improved Efficientnet. 132-139 - Zesheng Chen, Min Zhou, Lichun Feng, Bingnan Li:
Human Activity Recognition Based on Convolutional Neural Network via Smart-phone Sensors. 140-145 - Xiaofeng Shan, Qihe Shan, Ruofei Man, Yi Zuo:
Recognitions of collision avoidance for unmanned surface vessels with visible light camera using broad learning system. 146-151 - Shichao Deng, Guizhong Tang, Yaqin Zhao, Lei Mei:
Improved Log-Gabor Wavelet and Cross-covariance PCA for Discriminating Defect and Stem/Calyx of Pear Images. 152-158 - Langrong Feng, Zhongming Xiao:
Marine Traffic State Recognition: Review and Prospect. 159-165 - Jiabao Wang, Peilong Wang, Yunchen Li, Li Yang, Zhuang Miao, Yang Li:
NAS-based Auxiliary Learning for Fine-grained Vehicle Recognition. 166-171 - Xin Zhou, Liling Jiang, Aibin Guo:
A Feature-enhanced Ship License Plate Recognition Algorithm Based on Matched Filter. 172-178
Session V - Object Detection and Recognition
- Tyler Simpson, Feng-Jen Yang:
Some Hands-on Approaches to Fake Political News Detection. 179-188 - Xu Gao, Wenli Sun:
Ship object detection in one-stage framework based on Swin-Transformer. 189-196 - Shuyun Tang, Xinying Hu, Les Atlas, Amil Khanzada, Mert Pilanci:
Hierarchical Multi-modal Transformer for Automatic Detection of COVID-19. 197-202 - Tingnan Yan, Wenqiang Sun, Kuntao Cui:
Real-time Ship Object Detection with YOLOR. 203-210 - Ying Zhang, Linyu Guan, Jingyan Lu, Songyang Wu:
Face Forgery Detection of Deepfake Based on Multiple Convolutional Neural Networks. 211-217 - Liang Sui, Wenli Sun, Xu Gao:
Near-infrared maritime target detection based on Swin-Transformer model. 218-225 - Ziyuan Yin, Shengchen Li:
Wireless Radar Breath Detection with Empirical Mode Decomposition Method. 226-233 - Jixiang Liu, Wenli Sun:
YOLOX-based ship target detection for Shore-based monitoring. 234-241
Session VI - Artificial Intelligence and Intelligent Systems
- Adéla Hamplová
, David Franc, Josef Pavlícek, Avital Romach, Shai Gordin:
Cuneiform Reading Using Computer Vision Algorithms. 242-245 - Koki Kishishita, Shigeru Katagiri, Miho Ohsaki:
A Proposal of an Improved Maximum Bayes Boundary-Ness Training Method. 246-254 - Heng Wang, Jun Jian
Auto-responseSurfaceWind Forecasting System by Artificial Intelligence. 255-261 - Xiangchao Shao, Wei Pan, Guobing Liu, Chuanming Tan, Qihao Zhong:
A RGB-D Visual SLAM Algorithm Based on GCNv2 and GMS for Dynamic Scenes. 262-267 - Ruohao Yan, Huaping Zhang, Wushour Silamu, Askar Hamdulla:
Research on Uyghur morphological segmentation based on long sequence labeling method. 268-274 - Chenggong Zhai, Hongsi Xu, Hongwei Fu, Yu Zhao, Yu Duan:
Application of Exoskeleton Robot in Material Support. 275-281 - Ruolan Zhang, Xingchen Ji, Mingyang Pan:
Diversified assessment benchmark of vision dataset-based perception in ship navigation scenario. 282-287 - Yulu Tian, Zhichao Mi, Yanling Zhou, Yanxia Lu, Hai Wang:
UAV Charging Path Planning Based on Adaptive Hover-Improved Particle Swarm Algorithm. 288-297
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