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27th PAKDD 2023: Osaka, Japan - Part IV
- Hisashi Kashima
, Tsuyoshi Idé
Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part IV. Lecture Notes in Computer Science 13938, Springer 2023, ISBN 978-3-031-33382-8
Scientific Data
- Priyanshi Gupta, Yash Kumar Atri
Inline Citation Classification Using Peripheral Context and Time-Evolving Augmentation. 3-14
Social Network Analysis
- Wei-Pin Wang, Hsi-Wen Chen, De-Nian Yang, Ming-Syan Chen:
Post-it: Augmented Reality Based Group Recommendation with Item Replacement. 17-29 - Pengfei Xu, Zhiyong Peng, Liwei Wang:
Proactive Rumor Control: When Impression Counts. 30-42
Spatio-Temporal Data
- Wenchuang Peng, Youfang Lin, Shengnan Guo, Weiwen Tang, Le Liu, Huaiyu Wan:
Generative-Contrastive-Attentive Spatial-Temporal Network for Traffic Data Imputation. 45-56 - Stefan Schestakov
Road Network Representation Learning with Vehicle Trajectories. 57-69 - Ashutosh Sao
MetaCitta: Deep Meta-Learning for Spatio-Temporal Prediction Across Cities and Tasks. 70-82 - Ehtesamul Azim
Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems. 83-95
Texts, Web, Social Media
- Shaofei Shen, Mingzhe Zhang
Words Can Be Confusing: Stereotype Bias Removal in Text Classification at the Word Level. 99-111 - Yuwei Wang, Yuling Li, Kui Yu, Yimin Hu:
Knowledge-Enhanced Hierarchical Transformers for Emotion-Cause Pair Extraction. 112-123 - Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. McCrae:
PICKD: In-Situ Prompt Tuning for Knowledge-Grounded Dialogue Generation. 124-136 - Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi
Fake News Detection Through Temporally Evolving User Interactions. 137-148 - Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
Improving Machine Translation and Summarization with the Sinkhorn Divergence. 149-161 - Feiran Shao, Jinlong Li:
Dual-Detector: An Unsupervised Learning Framework for Chinese Spelling Check. 162-173 - Shogo Hayashi
QA-Matcher: Unsupervised Entity Matching Using a Question Answering Model. 174-185 - Rishav Sahay, Anoop Saladi, Prateek Sircar:
Multi-task Student Teacher Based Unsupervised Domain Adaptation for Address Parsing. 186-197 - Yingze Xie, Jie Xu, LiQiang Qiao, Yun Liu, Feiran Huang, Chaozhuo Li:
Generative Sentiment Transfer via Adaptive Masking. 198-209 - Dibyanayan Bandyopadhyay
Unsupervised Text Style Transfer Through Differentiable Back Translation and Rewards. 210-221 - Iwo Naglik
Exploiting Phrase Interrelations in Span-level Neural Approaches for Aspect Sentiment Triplet Extraction. 222-233 - Yichuan Li, Kyumin Lee, Nima Kordzadeh, Ruocheng Guo:
What Boosts Fake News Dissemination on Social Media? A Causal Inference View. 234-246 - Zesheng Shi, Yucheng Zhou
Topic-Selective Graph Network for Topic-Focused Summarization. 247-259
Time-Series and Streaming Data
- Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang
RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks. 263-275 - Tong-Yi Kuo, Hung-Hsuan Chen
Petrel: Personalized Trend Line Estimation with Limited Labels from One Individual. 276-288 - Jianping Zhu, Haocheng Tang, Liang Zhang, Bo Jin, Yi Xu, Xiaopeng Wei:
A Global View-Guided Autoregressive Residual Network for Irregular Time Series Classification. 289-300 - Chenyang Wang
Quasi-Periodicity Detection via Repetition Invariance of Path Signatures. 301-313 - Zeyu Chen, Katharina Dost
Targeted Attacks on Time Series Forecasting. 314-327 - Federico Giannini
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series. 328-340 - Hao Huang, Shinjae Yoo:
Dynamic Variable Dependency Encoding and Its Application on Change Point Detection. 341-352
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