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28th PAKDD 2024: Taipei, Taiwan - Part IV
- De-Nian Yang
, Xing Xie
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part IV. Lecture Notes in Computer Science 14648, Springer 2024, ISBN 978-981-97-2240-2
Financial Data
- Chih-Chia Li, Wei-Yao Wang
Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal. 3-16 - Kanghyeon Seo
Multi-time Window Ensemble and Maximization of Expected Return for Stock Movement Prediction. 17-29 - Xi Cheng, Jinghao Zhang, Yunan Zeng, Wenfang Xue:
MOT: A Mixture of Actors Reinforcement Learning Method by Optimal Transport for Algorithmic Trading. 30-42 - Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana, Neal Patwari, Suresh Venkatasubramanian:
Agent-Based Simulation of Decision-Making Under Uncertainty to Study Financial Precarity. 43-56
Information Retrieval and Search
- Xue Chen
Semantic Completion: Enhancing Image-Text Retrieval with Information Extraction and Compression. 59-71 - A. K. M. Tauhidul Islam, Sakti Pramanik:
Fast Edit Distance Prediction for All Pairs of Sequences in Very Large NGS Datasets. 72-91 - Jinglei Zhang, Bo Li, Xixin Cao, Minghui Zhang, Wen Zhao:
MixCL: Mixed Contrastive Learning for Relation Extraction. 92-103 - Boyu Meng
Decomposing Relational Triple Extraction with Large Language Models for Better Generalization on Unseen Data. 104-115 - Ying Chen
Multi-Query Person Search with Transformers. 116-128 - Weiting Gao
BioReX: Biomarker Information Extraction Inspired by Aspect-Based Sentiment Analysis. 129-141 - Heng Huang
IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence. 142-153 - Costas Mavromatis, Petros Karypis, George Karypis:
SemPool: Simple, Robust, and Interpretable KG Pooling for Enhancing Language Models. 154-166
Medical and Biological Data
- Panrui Tang, Zuping Zhang, Cui Chen, Yubin Sheng:
Spatial Gene Expression Prediction Using Multi-Neighborhood Network with Reconstructing Attention. 169-180 - Nan Wang, Jiaqi Shi, Liping Yi, Gang Wang, Ming Su, Xiaoguang Liu:
APFL: Active-Passive Forgery Localization for Medical Images. 181-193 - Sarwan Ali, Tamkanat E. Ali
A Universal Non-parametric Approach for Improved Molecular Sequence Analysis. 194-206 - Arash Hajisafi
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data. 207-220 - Yuheng Gu, Shoubo Peng, Yaqin Li, Linlin Gao, Yihong Dong:
A Novel Population Graph Neural Network Based on Functional Connectivity for Mental Disorders Detection. 221-233 - Taslim Murad, Sarwan Ali, Murray Patterson:
Weighted Chaos Game Representation for Molecular Sequence Classification. 234-245 - Minh-Hao Van
Robust Influence-Based Training Methods for Noisy Brain MRI. 246-257 - Uttam Kumar, Ran Yu, Michael Wenzel, Elena Demidova:
Co-ReaSON: EEG-based Onset Detection of Focal Epileptic Seizures with Multimodal Feature Representations. 258-270 - Hongkuan Wang
A Data-Driven Approach for Building a Cardiovascular Disease Risk Prediction System. 271-283 - Hao Zhang, Bixiao Zeng, Mei Kuang, Xiaodong Yang, Hongfang Gong:
TFAugment: A Key Frequency-Driven Data Augmentation Method for Human Activity Recognition. 284-296 - Zengzhi Yang, Yubin Wei, Xiao Yu
Dfp-Unet: A Biomedical Image Segmentation Method Based on Deformable Convolution and Feature Pyramid. 297-309 - Gaohong Liu
ACHIM: Adaptive Clinical Latent Hierarchy Construction and Information Fusion Model for Healthcare Knowledge Representation. 310-321 - Gabriel Frattallone-Llado, Juyong Kim, Cheng Cheng, Diego Salazar, Smitha Edakalavan, Jeremy C. Weiss:
Using Multimodal Data to Improve Precision of Inpatient Event Timelines. 322-334 - Xiaohui Chen
Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation. 335-349
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