Database systems for advanced applications 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025 proceedings Part I Feida Zhu [and six others] editors

Format:

Book

Conference/Event

Contributor:

Zhu, Feida, editor.

Conference Name:

DASFAA (Conference : Database systems) (30th : 2025: Singapore)

Series:

Lecture notes in computer science ; 15986.

Lecture notes in computer science 1611-3349 15986

Language:

English

Subjects (All):

Data mining.

Database management.

Data Mining.

Medical Subjects:

Data Mining.

Genre:

proceedings (reports)

Conference papers and proceedings

Conference papers and proceedings.

Physical Description:

1 online resource

Place of Publication:

Singapore Springer [2026]

Contents:

Less is more : efficient weight “farcasting” with 1-layer neural network / Xiao Shou, Debarun Bhattacharjya, Yanna Ding, Chen Zhao, Rui Li, and Jianxi Gao

FlexPie : accelerate distributed inference on edge devices with flexible combinatorial optimization / Runhua Zhang, Hongxu Jiang, Jinkun Geng, Yuhang Ma, Chenhui Zhu, and Haojie Wang

Noise-free Laplacian learning for multiple kernel spectral clustering / Feng Wang, Shun Mao, Yuanfei Deng, and Yixiu Qin

LODC : a lightweight online update method for density-based clustering / Jie Jiang, Junhua Fang, Pingfu Chao, Pengpeng Zhao, and An Liu

JurisNexus : enhancing legal judgment prediction via cross-reasoning-chain representation learning mechanism / Pengjie Liu, Xiaoqing Zhang, Yulong Ding, and Shuang-Hua Yang

Bridging the gap between sparse matrix reordering and factorization : a deep learning framework for fill-in reduction / Ziwei Li, Tao Yuan, Shuzi Niu, and Huiyuan Li

HESM : a hyperedge embedding-based subhypergraph matching method / Ji Li, Yijie Zhang, Guang Lu, Jiaquan Li, and Chuanwen Li

DySA-TGN : dynamic self-adaptive temporal graph neural network for multivariate time series classification / Xinmeng Wan and Zhiying Long

STPformer : mutation-aware spatial-temporal pivotal attention networks for transformer-based traffic forecasting / Hongyang Su, Chenyun Yu, Qingcai Chen, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, and Xiaolong Wang

Making local models learn autonomously with global feature tracking and client drift releasing for federated learning / Silong Chen, Yuchuan Luo, Liang Gao, Shaojing Fu, Ming Xu, and Yawei Zhao

Gaussian regularization in neural graph learning / Amzine Toushik Wasi, Taki Hasan Rafi, and Dong-Kyu Chae

Subset discovery for entity matching / Zheng Liang, Yafeng Tang, Hongzhi Wang, Haifeng Cheng, and Xiaoou Ding

Facial features enhanced multi-branch graph network for driver drowsiness detection / Songwen Pei, Ying Xie, Huichen Zhang, and Sen Zhang

CF-TS : a general coarse-to-fine method for trajectory simplification / Jiayi Li, Junhua Fang, Zhicheng Pan, Pingfu Chao, Jiajie Xu, and Pengpeng Zhao

ExBoost : out-of-box co-optimization of machine learning and join queries / Kanchan Chowdhury, Lulu Xie, Lixi Zhou, and Jia Zou

MAPN : enhancing heterogeneous sparse graph representation by Mamba-based asynchronous aggregation / Xuqi Mao, Zhenying He, and X. Sean Wang

Knowledge hierarchy guided biological-medical dataset distillation for domain LLM training / Xunxin Cai, Chengrui Wang, Qingqing Long, Yuanchun Zhou, and Meng Xiao

Anticipating retractions in scientific databases using LLM-based citation analysis / Muhammad Usman, Mayukh Das, and Wolf-Tilo Balke

Personalized federated multi-center medical data analysis with local and global uncertainty / Shengrong Li, Mingming Wang, Shuai Xu, Daoqiang Zhang, and Qi Zhu

Data-driven regional weather forecasting guided by global context / NingZi Hu, Guang Yu, Yi Han, Ying Wang, XueRong Cui, JunXing Zhu, and Xiang Wang

Instance-aware test-time adaptation for domain generalization / Taki Hasan Rafi, Serbeter Karlo, Amit Agarwal, Hitesh L. Patel, Bhargava Kumar, and Dong-Kyu Chae

FLeW : facet-level and adaptive weighted representation learning of scientific documents / Zheng Dou, Deqing Wang, Fuzhen Zhuang, Jian Ren, and Yanlin Hu

Mitigating linguistic bias between Malay and Indonesian languages using masked language models / Ferdinand Lenchau Bit, Iman Khaleda binti Zamri, Amzine Toushik Wasi, Taki Hasan Rafi, and Dong-Kyu Chae

ROME : memorization insights from text, logits and representation / Bo Li, Qinghua Zhao, and Lijie Wen

FairDP-GNN : graph neural network with group fairness and differential privacy / Fengrui Hao, Shiyi Zhao, Tianlong Gu, Xuemin Wang, Xiaoli Liu, and Yuanfeng Liu

Accelerating DeepWalk via context-level parameter update and Huffman tree pruning / Chang Gong, Weiguo Zheng, and Hongwei Feng

MASS : mitigating aspect-oriented semantic sparsity for fine-grained sentiment analysis / Yanjiang Chen, Kai Zhang, Zhe Yang, Linan Yue, Xinjie Sun, Kun Zhang, and Qi Liu

Predicting enterprise users’ consuming potential for cloud services / Yunlong Cheng, Tianyao Shi, Xiuyuan Wei, Yulong Song, Xiaofeng Gao, Zhipeng Bian, and Zhenli Sheng

rFedKD : a reverse federated knowledge distillation method for communication efficiency / Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang, Xiaobao Wang, and Tarik Taleb

Private multi-party neural network training over Z2k via Galois rings / Hengcheng Zhou

Enhancing Chinese multimodal entity linking with CLIP-RoBERTa and contrastive learning / Chun Wang, Chunyan An, Qiang Yang, and Zhixu Li

Sentence extraction framework with high relevance and divergence for document summarization / Huiwen Xue, Baoan Li, Denghao Ma, Xueqiang Lv, and Xiaoxi Wang

Enhancing chain-of-thought reasoning for text-to-SQL with effective retrieval-augmented generation / Xuguang Zhu, Yong Zhang, Chao Li, and Chunxiao Xing

Unlocking multimodal potential for few-shot semantic segmentation with vision-enriched text / Siyu Chen, Jiaxiang Fang, Shiqiang Ma, and Fei Guo

AMR-GCC : two-step cross-document event factuality identification on data augmentation / Zijie Qian, Zhong Qian, Chengwei Liu, and Peifeng Li

NanoCSV : enabling efficient parallel CSV extraction with hierarchical finite-state transducer / Peiyuan Dai, Rui Liu, and Heng Zhang

Notes:

Includes bibliographical references and index

Online resource; title from PDF title page (Springer Nature Link, viewed June 23, 2026)

Other Format:

Print version DASFAA (Conference : Database systems) (30th : 2025: Singapore) Database systems for advanced applications

ISBN:

9789819538270

9819538270

OCLC:

1596588276

Access Restriction:

Restricted for use by site license