Fei Chiang

Associate Professor

Department of Computing and Software
McMaster University
1280 Main Street West
Hamilton, Ontario
L8S 4K1   Canada

Email: fchiang@mcmaster.ca
Office: ITB 122
Phone: +1-905-525-9140, x20103

 

Recent Publications

(DBLP List of Publications)

  1. N. Li, D. Down, F. Chiang, N. Heddle. "A decision integration strategy for short-term demand forecasting and ordering for red blood cell components". Operations Research for Health Care, 2021.

  2. M. Milani, Y. Huang, F. Chiang. Preserving Diversity in Anonymized Data. Short paper in EDBT 2021.

  3. Y. Huang, M. Milani, F. Chiang. Privacy-aware data cleaning as a service. Information Systems 92: 101608, 2020.

  4. Z. Zheng, T. Quach, Z. Jin, M. Milani, F. Chiang. CurrentClean: Interactive Change Exploration and Cleaning of Stale Data. In CIKM'19, demo paper, pp. 2917-2920.

  5. H. Ma, M. Alipour Langouri, Y. Wu, F. Chiang, J. Pi. Ontology-based Entity Matching in Attributed Graphs. In VLDB 2019, pp. 1195 - 1207.

  6. M. Milani, Z. Zheng, F. Chiang. CurrentClean: Spatio-temporal Cleaning of Stale Data In ICDE 2019, pp. 172-183.

  7. Y. Huang, M. Milani, F. Chiang. PACAS: Privacy-Aware, Data Cleaning-as-a-Service. IEEE International Conference on Big Data 2018, pp. 1023-2030.

  8. M. Langouri, F. Chiang. KeyMiner: Discovering Keys for Graphs. In VLDB workshop on Advances in mining Large-Scale Time Dependent Graphs, 2018.

  9. M. Langouri, Z. Zheng, F. Chiang, L. Golab, J. Szlichta. Contextual Data Cleaning. In ICDE workshop on Context in Analytics, 2018.

  10. F. Chiang, D. Gairola. InfoClean: Protecting Sensitive Information in Data Cleaning. In ACM Journal of Data and Information Quality. Vol. 9(4), 2018, pp. 1-26.

  11. Z. Zheng, M. Alipour Langouri, Z. Qu, I. Currie, F. Chiang, L. Golab, J. Szlichta. FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. In EDBT 2018, pp. 694-697. (demo track).

  12. F. Rahimi Asl, F. Chiang, W. He, R. Samavi. Privacy Aware Web Services with Data Obfuscation. In Workshop on Security and Privacy in the Cloud 2017, pp. 458-466.

  13. S. Baskaran, A. Keller, F. Chiang, L. Golab, J. Szlichta. Efficient Discovery of Ontology Functional Dependencies. In CIKM 2017, pp. 1847-1856.

  14. Y. Huang, F. Chiang, A. Maier, M. Petitclerc, Y. Saillet, D. Spisic, C. Zuzarte. Quantifying Duplication to Improve Data Quality. ACM CASCON, 2017, pp. 272-278.

  15. Y. Huang, F. Chiang, Refining Duplicate Detection for Improved Data Quality. In Meta-Data Quality Workshop 2017. 10 pages.

  16. D. Huang, F. Chiang, D. Gairola. PARC: Privacy-Aware Data Cleaning. In CIKM 2016 (demo track).

  17. F. Chiang, S. Sitaramachandran. Unification of Data and Constraint Repairs. ACM Journal of Data and Information Quality (JDIQ), pp. 1-26, 2016.

  18. Fei Chiang, Periklis Andritsos, Renée J. Miller. Data Driven Discovery of Attribute Dictionaries. Trans. Computational Collective Intelligence 21 (2016), pp. 69-96.

  19. Nataliya Prokoshyna, Jaroslaw Szlichta, Fei Chiang, Renée J. Miller, Divesh Srivastava. Combining Quantitative and Logical Data Cleaning. PVLDB 9(4) (2015), pp. 300-311.



Patents