Responsible Data Management and Data Science

Articles (14 in this collection)

1. Special issue on responsible data management and data science

   Authors

   • Zi Huang
   • Yanyan Shen
   • Divesh Srivastava

   • Content type: Editorial
   • Published: 23 August 2022

   • Pages: 823 - 823

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

   Authors (first, second and last of 5)

   • Rui Zhang
   • Bayu Distiawan Trisedya
   • Jianzhong Qi

   • Content type: Special Issue Paper
   • Published: 24 May 2022

   • Pages: 1143 - 1168

   

3. Deep treatment-adaptive network for causal inference

   Authors (first, second and last of 5)

   • Qian Li
   • Zhichao Wang
   • Guandong Xu

   • Content type: Special Issue Paper
   • Open Access
   • Published: 18 February 2022

   • Pages: 1127 - 1142

   

4. Data distribution debugging in machine learning pipelines

   Authors (first, second and last of 4)

   • Stefan Grafberger
   • Paul Groth
   • Sebastian Schelter

   • Content type: Special Issue Paper
   • Published: 31 January 2022

   • Pages: 1103 - 1126

   

5. A survey on outlier explanations

   Authors (first, second and last of 5)

   • Egawati Panjei
   • Le Gruenwald
   • Shejuti Silvia

   • Content type: Special Issue Paper
   • Published: 26 January 2022

   • Pages: 977 - 1008

   

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

   Authors (first, second and last of 13)

   • Shazia Sadiq
   • Amir Aryani
   • Xiaofang Zhou

   • Content type: Special Issue Paper
   • Open Access
   • Published: 16 January 2022

   • Pages: 1059 - 1084

   

7. Payment behavior prediction on shared parking lots with TR-GCN

   Authors (first, second and last of 10)

   • Qingyu Xu
   • Feng Zhang
   • Xiaoyong Du

   • Content type: Special Issue Paper
   • Published: 09 January 2022

   • Pages: 1035 - 1058

   

8. On entity alignment at scale

   Authors (first, second and last of 5)

   • Weixin Zeng
   • Xiang Zhao
   • Wei Wang

   • Content type: Special Issue Paper
   • Published: 06 January 2022

   • Pages: 1009 - 1033

   

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

   Authors (first, second and last of 5)

   • Yong-Feng Ge
   • Maria Orlowska
   • Yanchun Zhang

   • Content type: Special Issue Paper
   • Published: 04 January 2022

   • Pages: 957 - 975

   

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

    Authors

    • Zifan Liu
    • Zhechun Zhou
    • Theodoros Rekatsinas

    • Content type: Special Issue Paper
    • Published: 12 October 2021

    • Pages: 927 - 955

    

11. General graph generators: experiments, analyses, and improvements

    Authors (first, second and last of 7)

    • Sheng Xiang
    • Dong Wen
    • Xuemin Lin

    • Content type: Special Issue Paper
    • Published: 07 October 2021

    • Pages: 897 - 925

    

12. Fast-adapting and privacy-preserving federated recommender system

    Authors (first, second and last of 6)

    • Qinyong Wang
    • Hongzhi Yin
    • Xiangliang Zhang

    • Content type: Special Issue Paper
    • Published: 03 October 2021

    • Pages: 877 - 896

    

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

    Authors (first, second and last of 5)

    • Renzo Arturo Alva Principe
    • Andrea Maurino
    • Blerina Spahiu

    • Content type: Special Issue Paper
    • Open Access
    • Published: 29 September 2021

    • Pages: 851 - 876

    

14. ABC of order dependencies

    Authors (first, second and last of 4)

    • Pei Li
    • Jaroslaw Szlichta
    • Divesh Srivastava

    • Content type: Special Issue Paper
    • Published: 08 September 2021

    • Pages: 825 - 849