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CMLDS 2024: Singapore
- Proceedings of the International Conference on Computing, Machine Learning and Data Science, CMLDS 2024, Singapore, April 12-14, 2024. ACM 2024
- Xun Liu
, Jiangming Li
, Siyang Chen
, Xiaofeng Jiang
, Feng Yang
, Jian Yang
:
Privacy-Preservation Robust Federated Learning with Blockchain-based Hierarchical Framework. 1:1-1:6 - Xiaowei Tong
, Sen Li
, Jiangming Li
, Xun Liu
, Yunpeng Hou
, Shuangwu Chen
, Jian Yang
:
Spatio-Temporal Hypergraph Convolutional Network Based Network Traffic Prediction. 2:1-2:7 - Qing Zhou
, Songfeng Lu
, Hao Yang
:
Hash Function Based on Quantum Walks with Two-Step Memory. 3:1-3:6 - Pinak Paliwal
:
Adversarial Analysis and Methods for Math Word Problems. 4:1-4:7 - Xuexia Liang
, Chao Deng
, Bin Lu
:
Analysis method of cigarette competing products based on LASSO regression. 5:1-5:6 - Ziliang Guo, Zihao Li, Xiwen Zhang, Xingqi Fang, Yi Tian, Xiaowei Zhang, Yu Qiao
:
Object Tracking Based on Adaptive Multi-Template Fusing. 6:1-6:6 - Nan Zhou
, Jin Hong
, Wenyu Cui
, Shichao Wu
, Yuyao Wang
, Xifeng Kou
:
Analysis of spatial-temporal variability and heterogeneity of soil moisture. 7:1-7:11 - Sydney Anuyah
, Sunandan Chakraborty
:
Can Deep Learning Large Language Models be Used to Unravel Knowledge Graph Creation? 8:1-8:6 - Yueyang Zhan
, Rui Xi
, Jianming Liao
, Shuhuan Fan
, Mengshu Hou
:
KnobTune: A Dynamic Database Configuration Tuning Strategy Leveraging Historical Workload Similarities. 9:1-9:8 - Heng Chheang
, Vitara Pungpapong
:
Binary and Multi-label Machine Learning Models for Discrete-Time Survival Analysis: A Case Study to Predict Complications and Mortality in Thai Diabetic Patients. 10:1-10:7 - Jean Gane Sarr
, Ndiouma Bame
, Aliou Boly
:
Power factor anomaly detection using data stream summaries. 11:1-11:5 - Lingyun Song
, Zhongliang Jing
, Peng Dong
:
Consensus Filter for Distributed Sensor Networks With Unknown Colored Noise. 12:1-12:6 - Sicheng Lei
, Cong Wu
, Huawei Xu
, Tongzhen Xing
:
Residual Flow Group Attention Network For Leather Defect Classification. 13:1-13:5 - Tao Cui
, Zhongliang Jing
, Peng Dong
:
An adaptive multiple measurement model filter in the presence of outliers. 14:1-14:5 - Xiaobin Ding
, Yuchen Wu
, Huaihai Yan
:
Optimization of the DC Power Supply Measurement System for Heavy Ion Accelerators. 15:1-15:5 - Wenbo Li
, Bowen Shi
, Daidai Zhu
, Aihong Yuan
:
Latent Multi-view Clustering Based Adaptive Graph Constraint. 16:1-16:7 - Gabriela M. Balisacan
, Anne Therese A. Paulo
:
Neuro-Vis: Guided Complex Image Reconstruction from Brain Signals Using Multiple Semantic and Perceptual Controls. 17:1-17:8 - Sijie Yu
, Christopher Teoh
:
Leveraging Text and Image BERTs for Few-Shot Classification in Cryptocurrency Tweets. 18:1-18:7 - Yukui Lian
, Yanzhao Sun
, Li Ding
, Han Zhang
, Jiahui Lu
, Shuai Gu
:
Short text classification based on convolutional upsampling feature enhancement. 19:1-19:5 - Kai Cheng
, Ziyang Zou
, Zian Wang
, Jian Yang
, Shuangwu Chen
:
QFL: Federated Learning Acceleration Based on QAT Hardware Accelerator. 20:1-20:7 - Peng Zhang
, Peng Fu
, Kaixuan Chen
, Jing Zhang
:
A novel paper-reviewer recommendation method based on a semantics and correlation fusion model. 21:1-21:6 - Nifdi Guliyev
, Zaid Rustamov
, Samir Rustamov
:
Analysis of Public Sentiment in Azerbaijani News and Social Media. 22:1-22:6 - Kai Zhao
, Haoxuan Fan
, Zhiwei Wang
, Linlin Zhang
:
Cross-Attention Transformer for User-Level Depression Detection. 23:1-23:7 - Xuexia Liang
, Chao Deng
, Bin Lu
, Xipeng Liu
, Meng Liu
:
Design and application research on intelligent evaluation model of cigarette market operating status. 24:1-24:7 - Shanfeng Lu
, Zikang Xiao
, Taowei Chen
, Xinhao Shen
, Ying Song
, Wenfang Yang
:
Diagnosis of a Low-voltage Weak Point in a Distribution Network. 25:1-25:7 - Jiao He
, Jinpeng Wang
, Haotian Liu
, Qingyong Meng
, Ping Li
:
Research on PAPR suppression algorithm for underwater visible OFDM system based on crow search algorithm. 26:1-26:6 - Haoqi Wang
, Jinpeng Wang
, Xiaoqin Wang
, Haojie Wei
, Bo Li
:
Visible light communication location based on chaotic seagull algorithm. 27:1-27:5 - Haotian Liu
, Jinpeng Wang
, Jiao He
, Jue Wang
:
Design of PV operation and maintenance management system based on data cleaning and PostgreSQL. 28:1-28:6 - Xiaoqin Wang
, Jinpeng Wang
, Haoqi Wang
, Hangyu Gu
, Yuncui Zhang
:
Visible light communication system for mine environment. 29:1-29:6 - Jinpeng Wang
, Jiao He
, Haoqi Wang
, Bo Li
:
An Innovative Power-restricted Allocation Algorithm in the V-BLAST System with the Adaptive Modulation using the Low Complexity. 30:1-30:6 - Yanqing Lu
, Pei Cao
, Wenhui Zhang
, Tengfei Li
:
Fault Diagnosis Method for Temperature Rise of Tulip Contact in High Voltage Switchgear Based on Digital Twin Technology. 31:1-31:6 - Zhen Zhang
, Weimin Wang
, Yongle Wu
, Yuanan Liu
:
Accelerating Ray Tracing for Urban V2X Environments through a Fusion Algorithm. 32:1-32:6 - Junsong Jia
, Weimin Wang
, Yongle Wu
, Yuanan Liu
:
A 3D Non-Stationary Mobile-to-Mobile Terahertz Channel Model for Outdoor-to-Indoor Communication. 33:1-33:5 - Hongbin Zhu
, Yunzhao Li
, Haoyu Gu
, Wanwan Wang
:
Secure Data Sharing Based on SM9 for Privacy Preserving Computing. 34:1-34:4 - Yiwen Jiang
, Jiawei Jiang
, Ge Zhang
, Jimeng Song
, Wanwan Wang
:
A Secure Enhancement Scheme for Interworking Privacy-Preserving Multi-Party Collaborative Modeling. 35:1-35:4 - Chao Zhang
, Haipeng Yao
, Tianle Mai
:
Graph Transformer Aided Resource Virtualization Embedding in UAV Swarm Networks. 36:1-36:6 - Shutao Li
, Wu Wei
, Chao Yang
:
Short-Term Load Forecasting for Data and Energy Integration System Based on BiLSTM-GAN Model. 37:1-37:7 - Bingzhong Ren
, Wensheng Kong
, Wenjie Mao
:
Performance Analysis of IPSec VPN over TCP/UDP under Different Encryption Algorithms. 38:1-38:6 - Oron Nir
, Idan Dov Vidra
, Avi Neeman
, Barak Kinarti
, Ariel Shamir
:
VCR: Video representation for Contextual Retrieval. 39:1-39:9 - Hao Shen
, Weihao Jiang
, Junjie Huang
:
Speaker Adaptation for Lip Reading with Robust Entropy Minimization and Adaptive Pseudo Labels. 40:1-40:6 - Qiao Shen
, Jianxiu Jin
, Qianfeng Tie
, Zhejun Zeng
, Lin Shu
, Xiangmin Xu
:
Exploring Emotion Recognition with a Multi-Scale fNIRS Dataset: A Novel Approach Integrating Statistical Information and Cross-Channel Attention. 41:1-41:9 - Xue Wang
, Lu Ding
, Yuan Huang
:
APCA-Net: Adaptive object detection in rainy weather based on principal component analysis. 42:1-42:6 - Yun Zhou
, Xiaoyu Yu
, Tao Liu
:
Research on Multi-protocol Wireless Adaptation Automatic Test System. 43:1-43:6 - Ashok Kumar
, Ajay Kumar Kushwaha
:
Design of First Order Cascadable Universal Filter Using FDCCII. 44:1-44:4 - Amit Kumar
, Shiwani Kumari
, Rahul Kumar
, Asmat Ara
:
Designing of Directive Antipodal Vivaldi Antenna Using Dielectric Lens and Metasurface. 45:1-45:6 - Pankaj Kumar
, Suman Mondal
:
Mitigation of Three-Phase Power Imbalance and Flattening the Load Curve by PV Integration and EV Charging. 46:1-46:6 - Kai Lang
, Yu Shen
, Chaoliu Tong
, Kanjian Zhang
, Haikun Wei
:
Photovoltaic Array Extraction Algorithm Based on Modified U2Net. 47:1-47:6 - Yan Zang
, Yuanbo Zhou
, Ming Wan
, Yupeng Wan
:
Multi-Physics Field Simulation and Optimization of Directional Sound Barrier Based on Finite Element Algorithm. 48:1-48:6 - Lin Ouyang
, Daqing Gao
:
Design of RISC-V processor for accelerator power controller. 49:1-49:7 - Jialong Li
, Chunjie Zhou
, Shengjie Liu
, Xiaoyun Lu
:
A Distillation Network using Improved ConvLSTM for Video Anomaly Detection. 50:1-50:5 - Zhixin Ma
, Mingcong Wang
, Hexiao Wang
, Minghui Ma
, Li Yang:
Computational Ghost Imaging Base on Bidirectional Recurrent Neural Network. 51:1-51:5 - Kailong Tan
, Yuxiang Zhou
, Qianchen Xia
, Rui Liu
, Yong Chen
:
Large Model based Sequential Keyframe Extraction for Video Summarization. 52:1-52:5 - Jingyi Ren
, Kun Shang
, Qiyu Jin
, Caiying Wu
, Dong Liang
:
Escape the Corrupted Lines by a Learning Sampling Pattern for MRI Reconstruction. 53:1-53:6 - Yan Cheng
, Zou Huang
, Guixi Wang
, Jianming Lai
, Yuqi Xiong
:
A Portrait Segmentation Algorithm Combining MobileNeXt and Attention Mechanism. 54:1-54:5 - Xinsheng Chen
, Xiaofa Zhou
, Jin Pan
, Xin Qiu
:
Sequencial Event Graph Mining in Power Grid Accident Tracing Based on RED-GNN Algorithm. 55:1-55:7 - Ke Du
, You Zhang
, Shufan Chen
, Hao Huang
:
Research on Full Process Extraction Method for long texts in power grid operation tickets based on LTP Algorithm. 56:1-56:7 - Swati Tyagi
, Anuj Anuj
:
Promoting Gender Fair Resume Screening Using Gender-Weighted Sampling. 57:1-57:5 - Hendro Hendro
, Ary Mazharuddin Shiddiqi
, Ahmad Saikhu
:
Feature Weighting using Gravitational Search Algorithm in Customer Churn Prediction. 58:1-58:5 - Liangliang He
, Xiutang Geng
, Peng Zhang
, Longqiang Ni
, Chenguang Li
, Kun Wang
:
Multi-objective Optimization of Stereoscopic Shelf Space Allocation Based on Adaptive Non-repetitive Genetic Algorithm. 59:1-59:6 - Wenhai Li
, Feng Wang
, Jinquan Hou
, Yongjia Wang
, Ruochen Hao
:
Length Estimation and Characteristics Study of Travel Chain for College Students Returning to Campus. 60:1-60:5

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