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Jessica Lin, Ph.D. ( |
| Associate Professor |
| Department of Computer Science |
| George Mason University |
| Office: Engineering Building, Room 4419 |
| Tel: (703) 993-4693 |
| Fax: (703) 993-1710 |
| Email: jessica [AT] gmu [DOT] edu |
| Office hours: My office hours vary each semester based on class schedule. Please check here for the most current information. |
| CV |
|
Education
|
- 2005 Ph.D. in Computer Science, UC Riverside
- 2002 M.S in Computer Science, UC Riverside
- 1999 B.S in Computer Science, UC Riverside
|
Research
|
- Research
interests: My research has focused on the mining of large datasets.
While most of my work has focused on mining time series data, I
have also
considered and am interested in mining images, texts and other types of
multimedia data. I have published work on time series similarity
search, clustering, motif
discovery, symbolic representation, visualization, anomaly detection,
and grammar induction.
- Publications
- Resources
- Former PhD Students
- Li Zhang (2023). Assistant Professor at University of Texas, Rio Grande Valley
- Rasaq Otunba (2022)
- Yifeng Gao (2021). Assistant Professor at University of Texas, Rio Grande Valley
- Xiaosheng Li (2020). Now at Ant Group
- Rohan Khade (2019). Now at Amazon
- Xing Wang (2017). Now at Airbnb
- Chun-Kit Ngan (2013). Now an Associate Teaching Professor at Worcester Polytechnic Institute. Co-Advised with Alexander Brodsky.
- Eiman Al-Shammari (2010). Now a faculty member at Kuwait University.
- Current PhD Students
- Wenjie Xi
- Prommy Sultana Hossain (co-advised with Dr. Emanuela Marasco)
- Allan Fong
- Thirumalai Vinjamoor Akhil Srinivas
- Majidur Rahman (co-advised with Dr. Ozlem Uzuner)
- Kaiyan Liu
|
Teaching
|
- Current semester
- Fall 2025: CS484 (Data Mining), CS584 (Data Mining)
- Fall 2025: CS484 (Data Mining), CS584 (Data Mining)
- Past semesters
- Fall 2020: CS450
(Database Concepts)
- Spring 2020: CS584
(Data Mining)
- Fall 2019: CS484
(Data Mining)
- Spring 2019: CS484
(Data Mining)
- Fall 2018: CS484 (Data Mining)
- Fall 2018: CS584 (Data Mining)
- Fall 2018: CS504 (Principles of Data Management and Mining)
- Spring 2018: CS450 (Database Concepts)
- Fall 2017: CS 550 (Database Systems)
- Spring 2017: CS 484 (Data Mining), CS 674 (Data Mining on
Multimedia Data)
- Fall 2016: CS 550 (Database Systems)
- Spring 2016: CS 584 (Data Mining)
- Fall 2015:CS 450 (Database Concepts), CS 484 (Data Mining)
- Spring 2014: CS 504 (Principles of Data Management and Mining)
- Fall 2013: CS 780 (Data Mining on Multimedia Data), INFS 614
(Database Management)
- Spring 2013: CS 484 (Data Mining), INFS 614 (Database Management)
- Fall 2012: INFS 614 (Database Management)
- Spring 2012: CS 450 (Database Concepts), CS 750 (Data Mining)
- Fall 2011: CS 450 (Database Concepts)
- Spring 2011: CS 450 (Database Concepts), CS 795 (Special Topics on Data Mining)
- Fall 2010: CS 450 (Database Concepts), CS 780 (Data Mining on Multimedia Data)
- Fall 2009: INFS 614 (Database Management), CS 780 (Data Mining on Multimedia Data)
- Fall 2008: INFS 614 (Database Management), CS 780 (Data Mining on Multimedia Data)
- Spring 2008: CS 450 (Database Concepts)
- Fall 2007: INFS 795 (Special Topics on Data Mining: Temporal Data Mining), INFS 614
- Spring 2007: INFS 795 (Special Topics on Data Mining: Data Mining on Multimedia and High-Dimensional Data)
- Fall 2006: INFS 590 (Program Design and Data Structures), INFS 795 (Special Topics on Data Mining: Temporal Data Mining)
- Spring 2006: INFS 590 (Program Design and Data Structures)
- Fall 2005: INFS 590 (Program Design and Data Structures)
- Fall 2020: CS450
(Database Concepts)
|
Professional
Activities |
- Editor-in-Chief, Big Data Research Journal, 2025-Present
- Journal Editorial Board Member/Associate Editor:
- ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023-Present
- Knowledge and Information Systems Journal (KAIS), 2019-Present
- Pattern Recognition Journal, 2016-Present
- Big Data Research Journal, 2016-2025
- Conference Organizer:
- Application Track Program Chair, IEEE 10th International Conference on Data Science and Advanced
Analytics (DSAA), 2024
- Local Arrangement Chair, 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2022)
- Workshop Organizer:
- General Chair, International Workshop on Data Mining for Geoinformatics (DMG) in Cooperation with SIGSPATIAL GIS 2010
- General Chair, Special Session on Data Mining for Geoinformatics in Cooperation with the 17th International Conference on Geoinformatics, 2009
- Program Chair, International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 08) in Cooperation with IEEE ICDM 2008
- Program Chair, International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 09) in Cooperation with IEEE ICDM 2009
- Area Chair/Meta-Reviewer/Senior Program Committee Member:
- PAKDD: 2025
- AAAI: 2021, 2022, 2024
- SDM: 2020, 2021, 2022, 2023, 2024, 2025
- ECML/PKDD: 2024
- ECAI: 2023
- KDD: 2023
- ICDM: 2020, 2022, 2025
- Program Committee Member:
- SDM: 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
- ECML/PKDD: 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018
- ICDM: 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019
- KDD: 2006, 2007, 2011, 2012, 2015, 2016, 2018, 2019, 2020
- CIKM: 2013, 2014
- ICMLA 2010
- KDD Workshop on Mining and learning from Time Series (MiLeTS): 2015, 2016, 2022
- ICDE Workshop on Multivariate Time Series Analytics: 2024, 2025
- The First Workshop on Spatial and Spatial-temporal Data Mining, in conjunction with ICDM 2006 (SSTDM
2006)
- Journal Reviewer:
- Knowledge and Information Systems (KAIS)
- IEEE Tran. on Knowledge and Data Engineering (TKDE, IEEE Computer Society)
- Data Mining and Knowledge Discovery (DAMI, Springer)
- ACM Computing Survey
- Journal of Intelligent Information Systems (JIIS, Springer)
- International Journal on Very Large Data Bases (VLDB Journal)
- The Visual Computer (Springer)
- Journal of Classification (Springer)
- Special Issue of Advances in Econometrics (AIE, Elsevier Science)
- Pattern Recognition
Journal (Elsevier)