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The VLDB Journal

Ausgabe 5/2022

S.I. : Responsible Data Management and Data Science

Inhalt (15 Artikel)

Editorial

Special issue on responsible data management and data science

Zi Huang, Yanyan Shen, Divesh Srivastava

Special Issue Paper

ABC of order dependencies

Pei Li, Jaroslaw Szlichta, Michael Böhlen, Divesh Srivastava

Open Access Special Issue Paper

ABSTAT-HD: a scalable tool for profiling very large knowledge graphs

Renzo Arturo Alva Principe, Andrea Maurino, Matteo Palmonari, Michele Ciavotta, Blerina Spahiu

Special Issue Paper

Fast-adapting and privacy-preserving federated recommender system

Qinyong Wang, Hongzhi Yin, Tong Chen, Junliang Yu, Alexander Zhou, Xiangliang Zhang

Special Issue Paper

General graph generators: experiments, analyses, and improvements

Sheng Xiang, Dong Wen, Dawei Cheng, Ying Zhang, Lu Qin, Zhengping Qian, Xuemin Lin

Special Issue Paper

Picket: guarding against corrupted data in tabular data during learning and inference

Zifan Liu, Zhechun Zhou, Theodoros Rekatsinas

Special Issue Paper

MDDE: multitasking distributed differential evolution for privacy-preserving database fragmentation

Yong-Feng Ge, Maria Orlowska, Jinli Cao, Hua Wang, Yanchun Zhang

Special Issue Paper

A survey on outlier explanations

Egawati Panjei, Le Gruenwald, Eleazar Leal, Christopher Nguyen, Shejuti Silvia

Special Issue Paper

On entity alignment at scale

Weixin Zeng, Xiang Zhao, Xinyi Li, Jiuyang Tang, Wei Wang

Special Issue Paper

Payment behavior prediction on shared parking lots with TR-GCN

Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du

Open Access Special Issue Paper

Information Resilience: the nexus of responsible and agile approaches to information use

Shazia Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides-Prado, Timos Sellis, Ida Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou

Special Issue Paper

eRiskCom: an e-commerce risky community detection platform

Fanzhen Liu, Zhao Li, Baokun Wang, Jia Wu, Jian Yang, Jiaming Huang, Yiqing Zhang, Weiqiang Wang, Shan Xue, Surya Nepal, Quan Z. Sheng

Special Issue Paper

Data distribution debugging in machine learning pipelines

Stefan Grafberger, Paul Groth, Julia Stoyanovich, Sebastian Schelter

Open Access Special Issue Paper

Deep treatment-adaptive network for causal inference

Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu

Special Issue Paper

A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning

Rui Zhang, Bayu Distiawan Trisedya, Miao Li, Yong Jiang, Jianzhong Qi