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ORCID35th DEXA 2024: Naples, Italy - Part I
- Christine Strauss, Toshiyuki Amagasa
, Giuseppe Manco, Gabriele Kotsis, A Min Tjoa, Ismail Khalil:
Database and Expert Systems Applications - 35th International Conference, DEXA 2024, Naples, Italy, August 26-28, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14910, Springer 2024, ISBN 978-3-031-68308-4
Financial and Economic Data Analysis
- Jinyuan Wang, Zhong Wang, Zeyang Zhu, Jinhao Xie, Yong Yu, Yongjian Fei, Yue Huang, Dawei Cheng, Hai Zhao:
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market. 3-17 - Keishi Fukuda, Qiang Ma:
Leveraging Heterogeneous Text Data for Reinforcement Learning-Based Stock Trading Strategies. 18-33 - Lei Ye, Wenxiang Liu, Yuhao Zheng, Jianhua Li:
TCMIDP: A Comprehensive Database of Traditional Chinese Medicine for Network Pharmacology Research. 34-39
Graph Theory and Network Analysis
- Naoya Funamoto, Akihiro Inokuchi:
Fast Subgraph Search with Graph Code Indices. 43-58 - Emetis Niazmand, Maria-Esther Vidal:
Completing Predicates Based on Alignment Rules from Knowledge Graphs. 59-74 - Mauro Weber, João Silva-Leite, Lúcio F. D. Santos, Daniel de Oliveira, Marcos V. N. Bedo:
Enriching Hierarchical Navigable Small World Searches with Result Diversification. 75-80 - Shohei Matsugu, Suomi Kobayashi, Hiroaki Shiokawa:
An Efficient Indexing Method for Dynamic Graph kNN. 81-89
Database Management and Query Optimization
- Gustavo M. C. Coelho, Eduardo Nascimento, Yenier Torres Izquierdo, Grettel M. García, Lucas Feijó, Melissa Lemos, Robinson Luiz Souza Garcia, Aiko R. de Oliveira, João Pinheiro, Marco A. Casanova:
Improving the Accuracy of Text-to-SQL Tools Based on Large Language Models for Real-World Relational Databases. 93-107 - Jianwen Yang, Qiuhong Zhang, Jin Yan, Zhiming Ding, Meiling Zhu, Xinjie Lv:
QPSEncoder: A Database Workload Encoder with Deep Learning. 108-123 - Idan Cohen, Aviv Yehezkel, Zohar Yakhini:
Efficient Random Sampling from Very Large Databases. 124-138 - Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao:
SQL-to-Schema Enhances Schema Linking in Text-to-SQL. 139-145 - Daichi Amagata, Junya Yamada, Yuchen Ji, Takahiro Hara:
Efficient Algorithms for Top-k Stabbing Queries on Weighted Interval Data. 146-152 - Shicong Ma, Tianhai Zhao, Jianhua Gu, Yunlan Wang:
A Hierarchical Storage Mechanism for Hot and Cold Data Based on Temperature Model. 153-159
Machine Learning and Large Language Models
- Wenli Yue, Wei Su, Lei Liu, Chuan Cai, Yongna Yuan, Zhongfeng Jia, Jiamin Liu, Wenjian Xie:
A Pre-trained Knowledge Tracing Model with Limited Data. 163-178 - Guang Yang, Jie Liu, Shuai Wang, Muzi Qu, Dan Ye, Hua Zhong:
Chorus: More Efficient Machine Learning on Serverless Platform. 179-193 - Jing An, Yanbing Bai, Jiyi Li, Junjie Hu, Rui Li, Yuxi Xiao, Rui Hua:
Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction. 194-206 - Yulin Xue, Yuchen Pan, Tao Peng, Jun Li, Jianhua Xu:
A Label Embedding Algorithm Based on Maximizing Normalized Cross-Covariance Operator. 207-214 - Sonia Khetarpaul, Dolly Sharma, Shreya Sinha, Aryan Nagpal, Aarush Narang:
Analyzing the Efficacy of Large Language Models: A Comparative Study. 215-221 - Ermelinda Oro, Luca De Grandis, Francesco Maria Granata, Massimo Ruffolo:
Leveraging Large Language Models for Flexible and Robust Table-to-Text Generation. 222-227
Recommender Systems and Personalization
- Eric Ababio Anyimadu, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate:
Collaborative Filtering for the Imputation of Patient Reported Outcomes. 231-248 - Jia-Ling Koh, Cheng-Wei Chen:
Category-Aware Sequential Recommendation with Time Intervals of Purchases. 249-257 - Hyejin Hong, Yusuke Kimura, Kenji Hatano:
A Soft Actor-Critic Algorithm for Sequential Recommendation. 258-266 - Marcos Caballero, María del Carmen Rodríguez-Hernández, Raúl Parada, Sergio Ilarri, Raquel Trillo Lado, Ramón Hermoso, Óscar Jesús Rubio Martí:
An Approach for Social-Distance Preserving Location-Aware Recommender Systems: A Use Case in a Hospital Environment. 267-273
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