Issue 4/2023
Content (9 Articles)
Open Access
Regular Paper
Robust and scalable content-and-structure indexing
Kevin Wellenzohn, Michael H. Böhlen, Sven Helmer, Antoine Pietri, Stefano Zacchiroli
Regular Paper
PCG: a privacy preserving collaborative graph neural network training framework
Xupeng Miao, Wentao Zhang, Yuezihan Jiang, Fangcheng Fu, Yingxia Shao, Lei Chen, Yangyu Tao, Gang Cao, Bin Cui
Regular Paper
A generic framework for efficient computation of top-k diverse results
Md Mouinul Islam, Mahsa Asadi, Sihem Amer-Yahia, Senjuti Basu Roy
Regular Paper
ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees
Karima Echihabi, Theophanis Tsandilas, Anna Gogolou, Anastasia Bezerianos, Themis Palpanas
Regular Paper
Data collection and quality challenges in deep learning: a data-centric AI perspective
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee
Regular Paper
Time-topology analysis on temporal graphs
Yunkai Lou, Chaokun Wang, Tiankai Gu, Hao Feng, Jun Chen, Jeffrey Xu Yu
Regular Paper
A meta-level analysis of online anomaly detectors
Antonios Ntroumpogiannis, Michail Giannoulis, Nikolaos Myrtakis, Vassilis Christophides, Eric Simon, Ioannis Tsamardinos
Regular Paper
SQUID: subtrajectory query in trillion-scale GPS database
Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen
Open Access
Regular Paper
A survey on deep learning approaches for text-to-SQL
George Katsogiannis-Meimarakis, Georgia Koutrika