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19th ADMA 2023, Shenyang, China - Volume 5
- Xiaochun Yang, Heru Suhartanto, Guoren Wang, Bin Wang, Jing Jiang, Bing Li, Huaijie Zhu, Ningning Cui:
Advanced Data Mining and Applications - 19th International Conference, ADMA 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part V. Lecture Notes in Computer Science 14180, Springer 2023, ISBN 978-3-031-46676-2
Data Mining
- Yiyang Sun, Yuncong Zhao, Longjie Li, Hu Dong:
Heterogeneous Line Graph Neural Network for Link Prediction. 3-14 - Weikuan Wang, Tao Shen, Michael Blumenstein, Guodong Long:
Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. 15-29 - Hui Li, Yihang Hao, Mengda Lyu, Xiaojie Yu, Bo Yang, Lizhi Peng:
An Early Stage Identification of Cryptomining Behavior with DNS Requests. 30-44 - Libin Cen, Jingdong Li, Wenjing Yue, Xiaoling Wang:
NFAQP: Normalizing Flow Based Approximate Query Processing. 45-60 - Zhongming Yao
, Zhiqiong Wang, Liang Wen, Kun Hao, Junming Xu:
Efficient Blockchain Data Trusty Provenance Based on the W3C PROV Model. 61-76 - Wenzhe Hou, Xiang Zhao, Wei Wang:
Cardinality Estimation of Subgraph Search Queries with Direction Learner. 77-93 - Yunzhe An, Zhu Zhen, Shuangshuang Zhang, Rui Zhu, Chuanyu Zong:
Approximate Continuous k Representative Skyline Queries over Memory Limitation-Based Streaming Data. 94-106 - Zhenyu Yang, Xi Xiao, Bin Zhang, Guangwu Hu, Qing Li, Qixu Liu:
AAP: Defending Against Website Fingerprinting Through Burst Obfuscation. 107-121 - Renjie Xiao, Xi Xiao, Le Yu, Bin Zhang, Guangwu Hu, Qing Li:
ReviewLocator: Enhance User Review-Based Bug Localization with Bug Reports. 122-136 - Ruicheng Niu, Ziyuan Zhu, Tao Leng, Chaofei Li, Yuxin Liu, Dan Meng:
Improving Adversarial Robustness via Channel and Depth Compatibility. 137-149 - Bowen Guo, Yuxin Yang, Qianmu Li, Jun Hou, Ya Rao:
Boosting Adversarial Attacks with Improved Sign Method. 150-164 - Tongxin Liao
BRQG: A BART-Based Retouching Framework for Multi-hop Question Generation. 165-179 - Yakun Chen
MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation. 180-194 - Yichen Shi, Hongye Gao, Weixiong Rao:
TIGAN: Trajectory Imputation via Generative Adversarial Network. 195-209 - Chenyang Li, Leigang Dong:
Boolean Spatial Temporal Text Keyword Skyline Query. 210-224 - Rui Zhu, Chunhong Li, Xiangpeng Meng, Chuanyu Zong, Tao Qiu:
Continuous Group Nearest Neighbor Query over Sliding Window. 225-236 - Md. Nasim Adnan:
Exploration of Stochastic Selection of Splitting Attributes as a Source of Inducing Diversity. 237-249 - Xulong Zhang
Machine Unlearning Methodology Based on Stochastic Teacher Network. 250-261 - Ruilin Zhang
CNMBI: Determining the Number of Clusters Using Center Pairwise Matching and Boundary Filtering. 262-277 - Bo Zhong, Pengfei Wang, Jinwei Pan, Xiaoling Wang:
TS-MVP: Time-Series Representation Learning by Multi-view Prototypical Contrastive Learning. 278-292 - Weifeng Sun, Hao Xu, Bo Liu, Bowei Zhang:
An Efficient Feature Selection Method for High Dimensional Data Based on Improved BOA in AIoT. 293-308 - Zirui Zhang, Jiayi Li, Xiaolin Qin:
DACI: An Index Structure Supporting Attributed Community Queries. 309-323 - Mo Li, Zhiran Xie, Linlin Ding:
Persistent Community Search Over Temporal Bipartite Graphs. 324-339
Applications (Including Industry Track Papers)
- Xin Zhang
D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators. 343-358 - Jiangfeng Li, Hao Luo, Qinpei Zhao, Yang Shi, Chenxi Zhang, Ming Li, Xuefeng Li:
CTKM: Crypto-Based User Clustering on Web Transaction Data. 359-373 - Zhengyi Guo, Yanmin Zhu, Zhaobo Wang, Mengyuan Jing:
Calibrating Popularity Bias Based on Quality for Recommendation Fairness. 374-388 - Yunzhe An, Chuanyu Zong, Ruozhu Li, Tao Qiu, Anzhen Zhang, Rui Zhu:
Searching User Community and Attribute Location Cluster in Location-Based Social Networks. 389-404 - Chuanyu Zong, Pengcheng Gong, Xin Zhang, Tao Qiu, Anzhen Zhang, Meng-xiang Wang:
Efficient Size-Constrained (k, d)-Truss Community Search. 405-420 - Jing Yuan
FSKD: Detecting Fake News with Few-Shot Knowledge Distillation. 421-436 - Weixiong Rao, Guangda Yang, Qinpei Zhao, Yuzhi Liu, Hongming Zhu, Ming Li, Xuefeng Li, Yinjia Zhang
STIP: A Seasonal Trend Integrated Predictor for Blood Glucose Level in Time Series. 437-450 - Shiyan Su
Window-Controlled Sepsis Prediction Using a Model Selection Approach. 451-465 - Yefan Huang, Xiaoli Wang, Jinsong Su:
An Effective Pre-trained Visual Encoder for Medical Visual Question Answering. 466-481 - Peng Qin, Tong Zhang, Canming Fang, Lina Wang:
BBAC: Blockchain-Based Access Control Scheme for EHRs with Data Sharing Support. 482-494 - Chaoyuan Zuo
Cross-Genre Retrieval for Information Integrity: A COVID-19 Case Study. 495-509 - Shuyao You, Mingshi Li, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li:
PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection. 510-519 - Yunjun Zhou, Shuhan Wan, Detian Zhang
Skilled Task Assignment with Extra Budget in Spatial Crowdsourcing. 520-535 - Jiahao Li, Qinghua Zhao, Simon Fong, Jerome Yen:
Synchronous Prediction of Asset Prices' Multivariate Time Series Based on Multi-task Learning and Data Augmentation. 536-551 - Wei Zhao, Yingzi Shen, Jiali Mao, Lei Cheng:
MGCP: A Multi-View Diffusing Graphs Based Traffic Congestion Prediction for Roads Around Factory. 552-568 - Hao Yu, Xi Guo, Jie Chen, Xiao Luo:
M2MTR: Reposition Idle Taxis in the Many-to-Many Manner with Multi-agent Reinforcement Learning. 569-583 - YuChen Wang, Li Li:
Difficulty-Controlled Question Generation in Adaptive Education for Few-Shot Learning. 584-598 - Xiu Fang, Chenling Shen, Quan Z. Sheng
A Multi-truth Discovery Approach Based on Confidence Interval Estimation of Truths. 599-615 - Pengbo Li, Liang Zhang, Chuhan Cai, Kuang Li:
Development and Application of Flight Parameter Data Analysis Based on Multi-text Timescale Alignment. 616-622 - Mingshi Li, Shuyao You, Wanli Liu, Hongzan Sun, Yuexi Wang, Marcin Grzegorzek, Chen Li:
LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and Dropconnect. 623-633 - Hengdi Huang, Pengwei Wang, Zhaohui Zhang, Qin Zhao:
A Spatio-Temporal Attention-Based GCN for Anti-money Laundering Transaction Detection. 634-648
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