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5th ICMLSC 2023: Chongqing, China
- Proceedings of the 2023 7th International Conference on Machine Learning and Soft Computing, ICMLSC 2023, Chongqing, China, January 5-7, 2023. ACM 2023, ISBN 978-1-4503-9863-3
Session 1 - Computer Model Construction and Algorithm Design
- Jinjin Ge
, Ming-Shun Song
, Jia Huang
, Minhao Huang
:
Research on Location Problem Based on Fuzzy Multi-criteria Decision Method. 1-9 - Jiao Liu
, Guoyou Shi
, Kaige Zhu
, Jiahui Shi
, Yuchuang Wang
:
Decision Model of Ship Intelligent Collision Avoidance Based on Automatic Information System Data and Generic Adversary Imitation Learning-Deep Deterministic Policy Gradient. 10-17 - Jun Tan
, Qun Hou
, Xin Liu
, Yunke Xiong
:
Research on energy consumption prediction based on fast attribute reduction of weighted neighborhood rough set with moving horizon. 18-25 - Kaige Zhu
, Guoyou Shi
, Jiao Liu
, Jiahui Shi
, Yuchuang Wang
, Xing Jiang
:
Fast NURBS Skinning Algorithm and Ship Hull Section Refinement Model. 26-33 - Fan Li
, Kai Zhang
, Chaonan Shen
, Zhiwei Xu
:
Solving Multimodal Multi-Objective Problems with Local Pareto Front using a Population Clustering Mechanism. 34-39 - Hengyu Duan
, Kai Zhang
, Xinbo Zhang
:
A DNA Coding Design based on Multi-objective Evolutionary Algorithm with Constraint. 40-45
Session 2 - Neural Network Theory and Analysis
- Yuhua Guo
, Yiran Li
, Amin Farjudian
:
Validated Computation of Lipschitz Constant of Recurrent Neural Networks. 46-52 - Yunke Xiong
, Qun Hou
, Xin Liu
:
Neural Network Optimization Objective Vector Representation based on Genetic Algorithm and Its Multi-objective Optimization Method. 53-60 - Mercy K. Michira
, Richard M. Rimiru
, Waweru R. Mwangi
:
Improved Multilayer Perceptron Neural Networks Weights and Biases Based on The Grasshopper optimization Algorithm to Predict Student Performance on Ambient Learning. 61-68 - Xingyu Zhang
, Biao Jie
, Jianhui Wang
:
Convolutional Recurrent Neural Network with Multi-Scale Kernels on Dynamic Connectivity Network for AD Classification. 69-74 - Bingbing Chen
, Yong Liao
:
Spatio-Temporal Deep Fusion Graph Convolutional Networks for Crime Prediction. 75-81 - Venkata Duvvuri
, Gahyoung Lee
, Yuwei Hsu
, Asha Makwana
, Chris Morgan
:
Post Processing Selection of Automatic Item Generation in Testing to Ensure Human-Like Quality with Machine Learning. 82-88
Session 3 - Machine Learning and Algorithm
- Fayas Asharindavida
, Omar Nibouche
, James Uhomoibhi
, Jun Liu
, Hui Wang
:
Machine Learning on Spectral Data from Miniature Devices for Food Quality Analysis - A Case Study. 89-95 - Xueyu Wei
, Wei Xue
, Wei Zhao
, Yuanxia Shen
, Gaohang Yu
:
Joint Action Representation and Prioritized Experience Replay for Reinforcement Learning in Large Discrete Action Spaces. 96-101 - Firas Gerges
, Michel C. Boufadel
, Elie Bou-Zeid
, Hani Nassif
, Jason T. L. Wang
:
Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data. 102-109 - Tingwei Li
, Zhi Wang
:
LDRC: Long-tail Distantly Supervised Relation Extraction via Contrastive Learning. 110-117
Session 4 - Features and Pattern Recognition
- Yinqing Tang
, Benguo Yu
, Fengning Liu
, Anran Wang
:
Research on License Plate Recognition Based on Deep Learning in Complex Scenarios. 118-124 - Rui Tian
, Ziqi Zhu
:
Printer Source Identification Based on Graph Model. 125-131 - Shaotong Liu
, Zhewei Xu
, Dongsheng Ye
:
Quantitative Structure-Activity Relationships of Estrogen Receptor Alpha Based on Molecular Descriptors Selection and Extreme Gradient Boosting. 132-138 - Benguo Yu
, Yinqing Tang
, Yang Yang
:
Research on Cursive Font Recognition Based on Improved Hash Algorithm. 139-143
Session 5 - Machine Learning in Image Analysis
- Junhong Liu
, Bo Peng
, Zezhao Yin
:
A Hybrid Machine Learning Method for Diabetes Detection based on Unsupervised Clustering. 144-149 - Yinqing Tang
, Benguo Yu
, Anran Wang
, Fengning Liu
:
A Traffic Sign Recognition Method Based on YOLOv5 Deep Learning Algorithm. 150-156 - Ngo Duong Ha
, Y. Nhu Tran
:
Proposal to Improve The Classification of School Violence. 157-160 - Jianhui Wang
, Biao Jie
, Xingyu Zhang
, Wen Li
, Zhaoxiang Wu
, Yang Yang
:
Sparse-learning-based High-order Dynamic Functional Connectivity Networks for Brain Disease Classification. 161-167 - Yang Chen
, Yang Tan
:
Self-supervised Depth Completion with Adaptive Online Adaptation. 168-174
Session 6 - Digital Image Processing and Method
- Alex Liu
, Zhifeng Xiao
:
Nighttime Semantic Segmentation with Instance-level Data Augmentation: a Case Study of the Dark Zurich Benchmark. 175-180 - Deepak Kumar Jain, Akshit Khanna
, Bhavya Gera
, Dhiraj Sangwan
:
Federated Learning based Object Detection using Dampened Harmonic Optimization. 181-187 - Shingo Hanahira
, Xin Kang
:
Resolving Context Contradictions in the Neural Dialogue System based on Sentiment Information. 188-191 - Bo Zeng
, Donghai Zhai
, Bo Peng
, Yuan Yao
:
CascadeTransformer: Multi-label Classification with Transformer in Chronic Disease Prediction. 192-197 - Qingqing Huang
, Wei Pan
, Xing Fan
:
A Mask Detection Algorithm Based on RetinaFace. 198-204 - Changhao Wang
, Xi Jin
, Changqing Xia
, Chi Xu
, Yong Duan:
Indoor Fingerprint Positioning Method Based on Real 5G Signals. 205-210
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