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20th ICIC 2024: Tianjin, China - Part XIII
- De-Shuang Huang, Wei Chen, Qinhu Zhang:
Advanced Intelligent Computing Technology and Applications - 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part XIII. Lecture Notes in Computer Science 14874, Springer 2024, ISBN 978-981-97-5617-9
Knowledge Discovery and Data Mining
- Weidong Wang, Yan Tang, Kun Tian:
LeadRec: Towards Personalized Sequential Recommendation via Guided Diffusion. 3-15 - Chuanlei Zhang, Songlin Wu, Ming Gao, Yubo Li, Gongcheng Shi, Yicong Li, Hui Ma:
Anomaly Detection Method for Multivariate Time Series Data Based on BLTranAD. 16-26 - Chen Song, Wenhu Hao, Weiping Long, Xiankun Zhang, Kaixuan Shan, Hanyan Qin:
MANet: A Mining and Analysis Method of Air Pollutants Transmission Path Network. 27-37 - Qianyi Zhan, Jing Wang, Ying Li, Zhenping Xie, Yuan Liu:
HRMNN: Heterogeneous Relationship Mined Graph Neural Network. 38-48 - Yu Chen, Zhuang Yin, Honghong Tan, Xiaoli Lin:
Knowledge Completion Method Based on Relational Embedding with GNN. 49-58 - Wei Liu, Zhen Guo, Ling Chen, Jie He:
An Influence Blocking Maximization Algorithm Based on Community Division in Social Networks. 59-70 - Wenhui Wang, Changyin Zhou:
Research on Feature Selection Methods Based on Feature Clustering and Information Theory. 71-82 - Hongrui Zhang, Ji Xiang, Xiaobo Guo, Lei Wang, Xin Wang:
A Redundant Relation Reduced Bidirectional Extraction Framework Based on SpanBERT for Relational Triple Extraction. 83-95 - Huaiwen Zhang, Yu Chen, Ming Wang, Shi Feng:
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models. 96-107 - Rongping Huang, Wenwu Gong, Jiaxin Lu, Zhejun Huang, Lili Yang:
BACP: Bayesian Augmented CP Factorization for Traffic Data Imputation. 108-120 - Mengzhuo Guo, Xiaorui Jiang, Yong Liao:
Improving Zero-Shot Stance Detection by Infusing Knowledge from Large Language Models. 121-132 - Yu Yan, Junxia Zhou, Zhe Wang, Dechun Yin:
Robust Cyberbullying Detection in Diverse Textual Noise. 133-145 - Pengju Liu, Pan Cai, Cuiping Li, Hong Chen:
AVPS: Automatic Vertical Partitioning for Dynamic Workload. 146-157 - Shihao Liu, Xiaofei Zhou:
Multi-granularity Histories Merging Network for Temporal Knowledge Graph Reasoning. 158-169 - Wei Liu, Tong Xin:
EntroMAGNN: An Entropy-Driven Metapath-Based Graph Neural Network for Maritime Emergency Event Prediction. 170-186 - Yang Wu, Yanqiang Zhang, Zhen Xu, Qian Tan, Yan Zhang, Pengwei Zhan:
Rumor Detection with News Environment Enhanced Propagation Structure. 187-198 - Xiangtao Chen, Shurui Fang, Ying Wang, Linghan Li, Xinguo Lu:
HEAMWalk: Heterogeneous Network Embedding Based on Attribute Combined Multi-view Random Walks. 199-211 - Qi Sun, Yahui Li, Zhenpeng Hu, Chunjie Zhou, Lu Liu:
Spatial-Temporal Dependency Based Multivariate Time Series Anomaly Detection for Industrial Processes. 212-223 - Min Li, Zeyu Liu, Gang Li, Delong Han:
A Multi-Granularity Semantic Extraction Method for Text Classification. 224-236 - Kai Zhang, Linping Gao, Jinda Lu, Yutong Yuan, Xiaofen Xing:
Modality-Guided Collaborative Filtering for Recommendation. 237-248 - Kai Zhang, Linping Gao, Zhaobao Yang, Biao Zhang, Xiaofen Xing:
Reinforce Tokens for the Next Recommendation Generation. 249-260 - Wang Li, Yuan Zhou, Delong Han, Zhengqian Feng, Mingle Zhou:
Structural Optimization and Sequence Interaction Enhancement for Hyper-Relational Knowledge Graphs. 261-273 - Yixing Zheng, Chengxi Li, Junyu Dong, Yanwei Yu:
Globally Informed Graph Contrastive Learning for Recommendation. 274-286 - Hu Liu, Xuanyu Lu, Wei Zhou, Junhao Wen:
Advancing Cascading Residual Graph Convolution Networks for Multi-behavior Recommendation: An Innovative Approach Within Representation Learning. 287-299 - Changlin Liu, Shanshan Wang, Zhenxiang Chen, Limei Huang, Yan Li, Hanwen Li:
KGhish: A Phishing Website Detection Method Based on Knowledge Graph. 300-311 - Yuan Wang, Zekun Li, Maojie Bin, Mengru Sheng, Jiajia Hou, Xiuxi Han, Yarui Chen, Jucheng Yang, Qi Yu:
EPR: Entity Perception and Reasoning for Medical Dialogue System. 312-323 - Jin Peng, Yancui Shi, Cong Wang:
Next Points of Interest Recommendations Based on Spatio-Temporal-Category Pattern Information. 324-333 - Dongming Chen, Yue Shen, Huilin Chen, Mingshuo Nie, Dongqi Wang:
Link Prediction Based on Contrastive Multiple Heterogeneous Graph Convolutional Networks. 334-345 - Xianpeng Yuan, Haohua Zhang, Tingjuan Li, Shun Zhang, Xiaoming Zhang:
Multilingual Knowledge Graph Completion with Negative Sample Balance Based Adaptive Self-supervised Graph Alignment. 346-358 - Zhaoxin Zhu, Xuanzhi Feng, Dongxu Fan, Yi Zhang, Dasha Hu, Xuefeng Ding, Yuming Jiang:
Data Currency Quality Assessment Based on Multi-sensor. 359-370 - Zhen Huang, Xue Qiu, Yu Liu:
Numerical Knowledge Representation Learning and Link Prediction over Knowledge Graph. 371-378 - Yinxuan Huang, Chenxi Zhu, Kai Chen, Xuechen Zhao, Liqun Gao, Kai Xiao, Yanyi Huang, Bin Zhou:
Feature Interaction for Temporal Knowledge Graph Extrapolation. 379-391 - Zhiling Zhu, Tieming Chen, Haobin Kong, Yunjin Zhong, Qijie Song:
DocSecKG: A Systematic Approach for Building Knowledge Graph to Understand the Relationship Between Docker Image and Vulnerability. 392-404 - Guohui Ding, Shizhan Geng, Qingyang Jiao, Tianhao Jiang:
AGDM: Adaptive Granularity and Dimension Decoupling for Multidimensional Time Series Classification. 405-416 - Yanbing Bai, Zelan Zhu, Huixue Su, Xiao Liu, Liangzhi Li:
Estimating Socioeconomic Proxy Variables Using Multimodal Deep Learning Models. 417-429 - Hongwei Yang, Zhenyu Zhang:
ECS-SMOTE: A New Over-Sampling Method for Example-Dependent Costs Classification. 430-443 - Bingqian Liu, Xinxin Wu, Deng Pan, Yanyu Chen, Jianye Huang, Feilong Liao, Shuang Lin:
Enhancing Large Language Models with Graph-Based Node Sampling for Fault Attribution in Power Distribution Networks. 444-455 - Yifan Shao, Xu Cai, Fangming Gu, Ximing Li:
Negative Samples Selection Can Improve Graph Contrastive Learning in Collaborative Filtering. 456-467 - Xiyao Dong, Hui Liu, Junzhao Du, Zhengkai Wang, Cheng Wang:
Online Multivariate Time Series Anomaly Detection Method Based on Contrastive Learning. 468-479 - Xilong Chang, Xiaojin Guo, Kun Liang, Xiankun Zhang:
Attention-Based Hypergraph Knowledge Tracing. 480-491 - Zhihong Zhang, Ziyuan Liu, Lijuan Zhou:
Node Embedding Enhancement Model Based on Joint Optimization of Clustering Distribution. 492-504 - Yuan Li, Lei Du, Runxia Ding, Chuanlei Song, Qiuxue Ouyang, Jinxian Li:
A Domain Ontology Model for People's Mediation Cases Based on SUMO. 505-515
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