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ORCIDBibTeX records: Jessica Lin 0001
@inproceedings{DBLP:conf/pakdd/XiJZL24,
author = {Wenjie Xi and
Arnav Jain and
Li Zhang and
Jessica Lin},
editor = {De{-}Nian Yang and
Xing Xie and
Vincent S. Tseng and
Jian Pei and
Jen{-}Wei Huang and
Jerry Chun{-}Wei Lin},
title = {Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-supervised
Time Series Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,
Taiwan, May 7-10, 2024, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14650},
pages = {276--287},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-97-2266-2\_22},
doi = {10.1007/978-981-97-2266-2\_22},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XiJZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-07956,
author = {Xiaosheng Li and
Wenjie Xi and
Jessica Lin},
title = {RandomNet: Clustering Time Series Using Untrained Deep Neural Networks},
journal = {CoRR},
volume = {abs/2408.07956},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.07956},
doi = {10.48550/ARXIV.2408.07956},
eprinttype = {arXiv},
eprint = {2408.07956},
timestamp = {Mon, 23 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0074DG023,
author = {Li Zhang and
Jiahao Ding and
Yifeng Gao and
Jessica Lin},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {{PMP:} Privacy-Aware Matrix Profile against Sensitive Pattern Inference
for Time Series},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {891--899},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch100},
doi = {10.1137/1.9781611977653.CH100},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0074DG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01838,
author = {Li Zhang and
Jiahao Ding and
Yifeng Gao and
Jessica Lin},
title = {{PMP:} Privacy-Aware Matrix Profile against Sensitive Pattern Inference
for Time Series},
journal = {CoRR},
volume = {abs/2301.01838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01838},
doi = {10.48550/ARXIV.2301.01838},
eprinttype = {arXiv},
eprint = {2301.01838},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04838,
author = {Wenjie Xi and
Arnav Jain and
Li Zhang and
Jessica Lin},
title = {LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for
Semi-Supervised Time Series Classification},
journal = {CoRR},
volume = {abs/2301.04838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04838},
doi = {10.48550/ARXIV.2301.04838},
eprinttype = {arXiv},
eprint = {2301.04838},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZG022,
author = {Li Zhang and
Yan Zhu and
Yifeng Gao and
Jessica Lin},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Robust Time Series Chain Discovery with Incremental Nearest Neighbors},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {1311--1316},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00173},
doi = {10.1109/ICDM54844.2022.00173},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0074PL022,
author = {Li Zhang and
Nital Patel and
Xiuqi Li and
Jessica Lin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Joint Time Series Chain: Detecting Unusual Evolving Trend across Time
Series},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {208--216},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.24},
doi = {10.1137/1.9781611977172.24},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0074PL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02146,
author = {Li Zhang and
Yan Zhu and
Yifeng Gao and
Jessica Lin},
title = {Robust Time Series Chain Discovery with Incremental Nearest Neighbors},
journal = {CoRR},
volume = {abs/2211.02146},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02146},
doi = {10.48550/ARXIV.2211.02146},
eprinttype = {arXiv},
eprint = {2211.02146},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cryptography/SayadiGMLCRH21,
author = {Hossein Sayadi and
Yifeng Gao and
Hosein Mohammadi Makrani and
Jessica Lin and
Paulo Cesar G. da Costa and
Setareh Rafatirad and
Houman Homayoun},
title = {Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection:
{A} Lightweight, yet Effective Time Series CNN-Based Approach},
journal = {Cryptogr.},
volume = {5},
number = {4},
pages = {28},
year = {2021},
url = {https://doi.org/10.3390/cryptography5040028},
doi = {10.3390/CRYPTOGRAPHY5040028},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cryptography/SayadiGMLCRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiLZ21,
author = {Xiaosheng Li and
Jessica Lin and
Liang Zhao},
title = {Time series clustering in linear time complexity},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {6},
pages = {2369--2388},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00798-w},
doi = {10.1007/S10618-021-00798-W},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LiLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiZLSL21,
author = {Qingzhe Li and
Liang Zhao and
Yi{-}Ching Lee and
Avesta Sasan and
Jessica Lin},
title = {{CPM:} {A} general feature dependency pattern mining framework for
contrast multivariate time series},
journal = {Pattern Recognit.},
volume = {112},
pages = {107711},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2020.107711},
doi = {10.1016/J.PATCOG.2020.107711},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiZLSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iolts/GaoMAR0HS21,
author = {Yifeng Gao and
Hosein Mohammadi Makrani and
Mehrdad Aliasgari and
Amin Rezaei and
Jessica Lin and
Houman Homayoun and
Hossein Sayadi},
title = {Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven
Malware Detection using Microarchitectural Events},
booktitle = {27th {IEEE} International Symposium on On-Line Testing and Robust
System Design, {IOLTS} 2021, Torino, Italy, June 28-30, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IOLTS52814.2021.9486701},
doi = {10.1109/IOLTS52814.2021.9486701},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iolts/GaoMAR0HS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsas/LiZLL20,
author = {Qingzhe Li and
Liang Zhao and
Yi{-}Ching Lee and
Jessica Lin},
title = {Contrast Pattern Mining in Paired Multivariate Time Series of a Controlled
Driving Behavior Experiment},
journal = {{ACM} Trans. Spatial Algorithms Syst.},
volume = {6},
number = {4},
pages = {25:1--25:28},
year = {2020},
url = {https://doi.org/10.1145/3397272},
doi = {10.1145/3397272},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsas/LiZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangG0L20,
author = {Xuchao Zhang and
Yifeng Gao and
Jessica Lin and
Chang{-}Tien Lu},
title = {TapNet: Multivariate Time Series Classification with Attentional Prototypical
Network},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6845--6852},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6165},
doi = {10.1609/AAAI.V34I04.6165},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangG0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Gao0B20,
author = {Yifeng Gao and
Jessica Lin and
Constantin Brif},
editor = {Angela Bonifati and
Yongluan Zhou and
Marcos Antonio Vaz Salles and
Alexander B{\"{o}}hm and
Dan Olteanu and
George H. L. Fletcher and
Arijit Khan and
Bin Yang},
title = {Ensemble Grammar Induction For Detecting Anomalies in Time Series},
booktitle = {Proceedings of the 23rd International Conference on Extending Database
Technology, {EDBT} 2020, Copenhagen, Denmark, March 30 - April 02,
2020},
pages = {85--96},
publisher = {OpenProceedings.org},
year = {2020},
url = {https://doi.org/10.5441/002/edbt.2020.09},
doi = {10.5441/002/EDBT.2020.09},
timestamp = {Wed, 15 Feb 2023 22:11:05 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Gao0B20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/SayadiGMMSR0H20,
author = {Hossein Sayadi and
Yifeng Gao and
Hosein Mohammadi Makrani and
Tinoosh Mohsenin and
Avesta Sasan and
Setareh Rafatirad and
Jessica Lin and
Houman Homayoun},
editor = {Tinoosh Mohsenin and
Weisheng Zhao and
Yiran Chen and
Onur Mutlu},
title = {StealthMiner: Specialized Time Series Machine Learning for Run-Time
Stealthy Malware Detection based on Microarchitectural Features},
booktitle = {{GLSVLSI} '20: Great Lakes Symposium on {VLSI} 2020, Virtual Event,
China, September 7-9, 2020},
pages = {175--180},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386263.3407585},
doi = {10.1145/3386263.3407585},
timestamp = {Mon, 04 Jul 2022 14:19:34 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/SayadiGMMSR0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangG020,
author = {Li Zhang and
Yifeng Gao and
Jessica Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Semantic Discord: Finding Unusual Local Patterns for Time Series},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {136--144},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.16},
doi = {10.1137/1.9781611976236.16},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11102,
author = {Yifeng Gao and
Jessica Lin and
Constantin Brif},
title = {Ensemble Grammar Induction For Detecting Anomalies in Time Series},
journal = {CoRR},
volume = {abs/2001.11102},
year = {2020},
url = {https://arxiv.org/abs/2001.11102},
eprinttype = {arXiv},
eprint = {2001.11102},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11842,
author = {Li Zhang and
Yifeng Gao and
Jessica Lin},
title = {Semantic Discord: Finding Unusual Local Patterns for Time Series},
journal = {CoRR},
volume = {abs/2001.11842},
year = {2020},
url = {https://arxiv.org/abs/2001.11842},
eprinttype = {arXiv},
eprint = {2001.11842},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OwadallyZOLW19,
author = {Iqbal Owadally and
Feng Zhou and
Rasaq Otunba and
Jessica Lin and
Douglas Wright},
title = {An agent-based system with temporal data mining for monitoring financial
stability on insurance markets},
journal = {Expert Syst. Appl.},
volume = {123},
pages = {270--282},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2019.01.049},
doi = {10.1016/J.ESWA.2019.01.049},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/OwadallyZOLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GaoL19,
author = {Yifeng Gao and
Jessica Lin},
title = {{HIME:} discovering variable-length motifs in large-scale time series},
journal = {Knowl. Inf. Syst.},
volume = {61},
number = {1},
pages = {513--542},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1279-6},
doi = {10.1007/S10115-018-1279-6},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GaoL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Khade0P19,
author = {Rohan Khade and
Jessica Lin and
Nital Patel},
editor = {Melanie Herschel and
Helena Galhardas and
Berthold Reinwald and
Irini Fundulaki and
Carsten Binnig and
Zoi Kaoudi},
title = {Finding Meaningful Contrast Patterns for Quantitative Data},
booktitle = {Advances in Database Technology - 22nd International Conference on
Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March
26-29, 2019},
pages = {444--455},
publisher = {OpenProceedings.org},
year = {2019},
url = {https://doi.org/10.5441/002/edbt.2019.41},
doi = {10.5441/002/EDBT.2019.41},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Khade0P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Gao019,
author = {Yifeng Gao and
Jessica Lin},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Discovering Subdimensional Motifs of Different Lengths in Large-Scale
Multivariate Time Series},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {220--229},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00032},
doi = {10.1109/ICDM.2019.00032},
timestamp = {Tue, 26 Jan 2021 13:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Gao019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiZLY0W19,
author = {Qingzhe Li and
Liang Zhao and
Yi{-}Ching Lee and
Yanfang Ye and
Jessica Lin and
Lingfei Wu},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Contrast Feature Dependency Pattern Mining for Controlled Experiments
with Application to Driving Behavior},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1192--1197},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00146},
doi = {10.1109/ICDM.2019.00146},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiZLY0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Li0Z19,
author = {Xiaosheng Li and
Jessica Lin and
Liang Zhao},
editor = {Sarit Kraus},
title = {Linear Time Complexity Time Series Clustering with Symbolic Pattern
Forest},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2930--2936},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/406},
doi = {10.24963/IJCAI.2019/406},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Li0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiL19,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Linear Time Motif Discovery in Time Series},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {136--144},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.16},
doi = {10.1137/1.9781611975673.16},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/OtunbaR019,
author = {Rasaq Otunba and
Raimi A. Rufai and
Jessica Lin},
editor = {Carlos Maltzahn and
Tanu Malik},
title = {Deep Stacked Ensemble Recommender},
booktitle = {Proceedings of the 31st International Conference on Scientific and
Statistical Database Management, {SSDBM} 2019, Santa Cruz, CA, USA,
July 23-25, 2019},
pages = {197--201},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3335783.3335809},
doi = {10.1145/3335783.3335809},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssdbm/OtunbaR019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09218,
author = {Yifeng Gao and
Jessica Lin},
title = {Discovering Subdimensional Motifs of Different Lengths in Large-Scale
Multivariate Time Series},
journal = {CoRR},
volume = {abs/1911.09218},
year = {2019},
url = {http://arxiv.org/abs/1911.09218},
eprinttype = {arXiv},
eprint = {1911.09218},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GaoL18,
author = {Yifeng Gao and
Jessica Lin},
title = {Exploring variable-length time series motifs in one hundred million
length scale},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {5},
pages = {1200--1228},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0570-1},
doi = {10.1007/S10618-018-0570-1},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GaoL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangLPB18,
author = {Xing Wang and
Jessica Lin and
Nital Patel and
Martin W. Braun},
title = {Exact variable-length anomaly detection algorithm for univariate and
multivariate time series},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {6},
pages = {1806--1844},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0569-7},
doi = {10.1007/S10618-018-0569-7},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/WangLPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SeninLWOGBCF18,
author = {Pavel Senin and
Jessica Lin and
Xing Wang and
Tim Oates and
Sunil Gandhi and
Arnold P. Boedihardjo and
Crystal Chen and
Susan Frankenstein},
title = {GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series
Patterns},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {1},
pages = {10:1--10:28},
year = {2018},
url = {https://doi.org/10.1145/3051126},
doi = {10.1145/3051126},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SeninLWOGBCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LiLBKT18,
author = {Daoyuan Li and
Jessica Lin and
Tegawend{\'{e}} F. Bissyand{\'{e}} and
Jacques Klein and
Yves Le Traon},
editor = {Michael H. B{\"{o}}hlen and
Reinhard Pichler and
Norman May and
Erhard Rahm and
Shan{-}Hung Wu and
Katja Hose},
title = {Extracting Statistical Graph Features for Accurate and Efficient Time
Series Classification},
booktitle = {Proceedings of the 21st International Conference on Extending Database
Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018},
pages = {205--216},
publisher = {OpenProceedings.org},
year = {2018},
url = {https://doi.org/10.5441/002/edbt.2018.19},
doi = {10.5441/002/EDBT.2018.19},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LiLBKT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Khade0P18,
author = {Rohan Khade and
Jessica Lin and
Nital Patel},
editor = {Michael H. B{\"{o}}hlen and
Reinhard Pichler and
Norman May and
Erhard Rahm and
Shan{-}Hung Wu and
Katja Hose},
title = {Finding Contrast Patterns for Mixed Streaming Data (Application track)},
booktitle = {Proceedings of the 21st International Conference on Extending Database
Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018},
pages = {632--641},
publisher = {OpenProceedings.org},
year = {2018},
url = {https://doi.org/10.5441/002/edbt.2018.73},
doi = {10.5441/002/EDBT.2018.73},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/Khade0P18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li018,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Evolving Separating References for Time Series Classification},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {243--251},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.28},
doi = {10.1137/1.9781611975321.28},
timestamp = {Sun, 13 May 2018 11:47:13 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04883,
author = {Yifeng Gao and
Jessica Lin},
title = {Efficient Discovery of Variable-length Time Series Motifs with Large
Length Range in Million Scale Time Series},
journal = {CoRR},
volume = {abs/1802.04883},
year = {2018},
url = {http://arxiv.org/abs/1802.04883},
eprinttype = {arXiv},
eprint = {1802.04883},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Li0ZR17,
author = {Qingzhe Li and
Jessica Lin and
Liang Zhao and
Huzefa Rangwala},
editor = {Erik G. Hoel and
Shawn D. Newsam and
Siva Ravada and
Roberto Tamassia and
Goce Trajcevski},
title = {A Uniform Representation for Trajectory Learning Tasks},
booktitle = {Proceedings of the 25th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2017, Redondo
Beach, CA, USA, November 7-10, 2017},
pages = {80:1--80:4},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3139958.3140017},
doi = {10.1145/3139958.3140017},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/Li0ZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Gao0R17,
author = {Yifeng Gao and
Jessica Lin and
Huzefa Rangwala},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {IterativE Grammar-Based Framework for Discovering Variable-Length
Time Series Motifs},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {111--116},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.20},
doi = {10.1109/ICDM.2017.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Gao0R17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiL17,
author = {Xiaosheng Li and
Jessica Lin},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Linear Time Complexity Time Series Classification with Bag-of-Pattern-Features},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {277--286},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.37},
doi = {10.1109/ICDM.2017.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Gao017,
author = {Yifeng Gao and
Jessica Lin},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Efficient discovery of time series motifs with large length range
in million scale time series},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1213--1222},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.8356939},
doi = {10.1109/ICDM.2017.8356939},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Gao017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaoLL0R17,
author = {Yifeng Gao and
Qingzhe Li and
Xiaosheng Li and
Jessica Lin and
Huzefa Rangwala},
editor = {Yasemin Altun and
Kamalika Das and
Taneli Mielik{\"{a}}inen and
Donato Malerba and
Jerzy Stefanowski and
Jesse Read and
Marinka Zitnik and
Michelangelo Ceci and
Saso Dzeroski},
title = {TrajViz: {A} Tool for Visualizing Patterns and Anomalies in Trajectory},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10536},
pages = {428--431},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71273-4\_45},
doi = {10.1007/978-3-319-71273-4\_45},
timestamp = {Sat, 19 Oct 2019 20:16:01 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GaoLL0R17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/OtunbaR017,
author = {Rasaq Otunba and
Raimi A. Rufai and
Jessica Lin},
editor = {Paolo Cremonesi and
Francesco Ricci and
Shlomo Berkovsky and
Alexander Tuzhilin},
title = {{MPR:} Multi-Objective Pairwise Ranking},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
pages = {170--178},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3109859.3109903},
doi = {10.1145/3109859.3109903},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/OtunbaR017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/ChenBJE0SO17,
author = {Crystal Chen and
Arnold P. Boedihardjo and
Brian S. Jenkins and
Charlotte L. Ellison and
Jessica Lin and
Pavel Senin and
Tim Oates},
editor = {Michael Gertz and
Matthias Renz and
Xiaofang Zhou and
Erik G. Hoel and
Wei{-}Shinn Ku and
Agn{\`{e}}s Voisard and
Chengyang Zhang and
Haiquan Chen and
Liang Tang and
Yan Huang and
Chang{-}Tien Lu and
Siva Ravada},
title = {{STAVIS} 2.0: Mining Spatial Trajectories via Motifs},
booktitle = {Advances in Spatial and Temporal Databases - 15th International Symposium,
{SSTD} 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10411},
pages = {433--439},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64367-0\_30},
doi = {10.1007/978-3-319-64367-0\_30},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssd/ChenBJE0SO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/ShumanDB0G16,
author = {Gene Shuman and
Zoran Duric and
Daniel Barbar{\'{a}} and
Jessica Lin and
Lynn H. Gerber},
title = {Improving the recognition of grips and movements of the hand using
myoelectric signals},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {16},
number = {{S-2}},
pages = {78},
year = {2016},
url = {https://doi.org/10.1186/s12911-016-0308-1},
doi = {10.1186/S12911-016-0308-1},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/ShumanDB0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Wang0PB16,
author = {Xing Wang and
Jessica Lin and
Nital Patel and
Martin W. Braun},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {A Self-Learning and Online Algorithm for Time Series Anomaly Detection,
with Application in {CPU} Manufacturing},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1823--1832},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983344},
doi = {10.1145/2983323.2983344},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Wang0PB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Wang0SOGBCF16,
author = {Xing Wang and
Jessica Lin and
Pavel Senin and
Tim Oates and
Sunil Gandhi and
Arnold P. Boedihardjo and
Crystal Chen and
Susan Frankenstein},
editor = {Evaggelia Pitoura and
Sofian Maabout and
Georgia Koutrika and
Am{\'{e}}lie Marian and
Letizia Tanca and
Ioana Manolescu and
Kostas Stefanidis},
title = {{RPM:} Representative Pattern Mining for Efficient Time Series Classification},
booktitle = {Proceedings of the 19th International Conference on Extending Database
Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
France, March 15-16, 2016},
pages = {185--196},
publisher = {OpenProceedings.org},
year = {2016},
url = {https://doi.org/10.5441/002/edbt.2016.19},
doi = {10.5441/002/EDBT.2016.19},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/Wang0SOGBCF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Gao0R16,
author = {Yifeng Gao and
Jessica Lin and
Huzefa Rangwala},
title = {Iterative Grammar-Based Framework for Discovering Variable-Length
Time Series Motifs},
booktitle = {15th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016},
pages = {7--12},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICMLA.2016.0011},
doi = {10.1109/ICMLA.2016.0011},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Gao0R16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ShumanDBLG15,
author = {Gene Shuman and
Zoran Duric and
Daniel Barbar{\'{a}} and
Jessica Lin and
Lynn H. Gerber},
editor = {Jun Huan and
Satoru Miyano and
Amarda Shehu and
Xiaohua Tony Hu and
Bin Ma and
Sanguthevar Rajasekaran and
Vijay K. Gombar and
Matthieu{-}P. Schapranow and
Illhoi Yoo and
Jiayu Zhou and
Brian Chen and
Vinay Pai and
Brian G. Pierce},
title = {Using myoelectric signals to recognize grips and movements of the
hand},
booktitle = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2015, Washington, DC, USA, November 9-12, 2015},
pages = {388--394},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BIBM.2015.7359712},
doi = {10.1109/BIBM.2015.7359712},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ShumanDBLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GandhiOBC0SFW15,
author = {Sunil Gandhi and
Tim Oates and
Arnold P. Boedihardjo and
Crystal Chen and
Jessica Lin and
Pavel Senin and
Susan Frankenstein and
Xing Wang},
editor = {Mouna Kacimi and
Nicoleta Preda and
Maya Ramanath},
title = {A Generative Model For Time Series Discretization Based On Multiple
Normal Distributions},
booktitle = {Proceedings of the 8th Workshop on Ph.D. Workshop in Information and
Knowledge Management, {PIKM} 2015, Melbourne, Australia, October 19,
2015},
pages = {19--25},
publisher = {{ACM}},
year = {2015},
url = {https://dl.acm.org/citation.cfm?id=2809892},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GandhiOBC0SFW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/Senin0WOGBCF15,
author = {Pavel Senin and
Jessica Lin and
Xing Wang and
Tim Oates and
Sunil Gandhi and
Arnold P. Boedihardjo and
Crystal Chen and
Susan Frankenstein},
editor = {Gustavo Alonso and
Floris Geerts and
Lucian Popa and
Pablo Barcel{\'{o}} and
Jens Teubner and
Mart{\'{\i}}n Ugarte and
Jan Van den Bussche and
Jan Paredaens},
title = {Time series anomaly discovery with grammar-based compression},
booktitle = {Proceedings of the 18th International Conference on Extending Database
Technology, {EDBT} 2015, Brussels, Belgium, March 23-27, 2015},
pages = {481--492},
publisher = {OpenProceedings.org},
year = {2015},
url = {https://doi.org/10.5441/002/edbt.2015.42},
doi = {10.5441/002/EDBT.2015.42},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/Senin0WOGBCF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangG0RM15,
author = {Xing Wang and
Yifeng Gao and
Jessica Lin and
Huzefa Rangwala and
Ranjeev Mittu},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {A Machine Learning Approach to False Alarm Detection for Critical
Arrhythmia Alarms},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {202--207},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.176},
doi = {10.1109/ICMLA.2015.176},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/WangG0RM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Khade0P15,
author = {Rohan Khade and
Jessica Lin and
Nital Patel},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Frequent Set Mining for Streaming Mixed and Large Data},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {1130--1135},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.218},
doi = {10.1109/ICMLA.2015.218},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Khade0P15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/KamathLJ14,
author = {Uday Kamath and
Jessica Lin and
Kenneth A. De Jong},
editor = {Dirk V. Arnold},
title = {{SAX-EFG:} an evolutionary feature generation framework for time series
classification},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {533--540},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598321},
doi = {10.1145/2576768.2598321},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/KamathLJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Otunba0S14,
author = {Rasaq Otunba and
Jessica Lin and
Pavel Senin},
editor = {Wen{-}Chih Peng and
Haixun Wang and
James Bailey and
Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen},
title = {{MBPD:} Motif-Based Period Detection},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD,
MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan,
May 13-16, 2014. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8643},
pages = {793--804},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13186-3\_71},
doi = {10.1007/978-3-319-13186-3\_71},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Otunba0S14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Senin0WOGBCFL14,
author = {Pavel Senin and
Jessica Lin and
Xing Wang and
Tim Oates and
Sunil Gandhi and
Arnold P. Boedihardjo and
Crystal Chen and
Susan Frankenstein and
Manfred Lerner},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {GrammarViz 2.0: {A} Tool for Grammar-Based Pattern Discovery in Time
Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {468--472},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_37},
doi = {10.1007/978-3-662-44845-8\_37},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Senin0WOGBCFL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/Otunba014,
author = {Rasaq Otunba and
Jessica Lin},
editor = {Marek Z. Reformat},
title = {{APT:} Approximate Period Detection in Time Series},
booktitle = {The 26th International Conference on Software Engineering and Knowledge
Engineering, Hyatt Regency, Vancouver, BC, Canada, July 1-3, 2013},
pages = {490--494},
publisher = {Knowledge Systems Institute Graduate School},
year = {2014},
timestamp = {Thu, 06 Oct 2022 12:30:17 +0200},
biburl = {https://dblp.org/rec/conf/seke/Otunba014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijids/NganBL13,
author = {Chun{-}Kit Ngan and
Alexander Brodsky and
Jessica Lin},
title = {Multi-event decision making over multivariate time series},
journal = {Int. J. Inf. Decis. Sci.},
volume = {5},
number = {3},
pages = {263--282},
year = {2013},
url = {https://doi.org/10.1504/IJIDS.2013.055925},
doi = {10.1504/IJIDS.2013.055925},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijids/NganBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/OatesB0CFG13,
author = {Tim Oates and
Arnold P. Boedihardjo and
Jessica Lin and
Crystal Chen and
Susan Frankenstein and
Sunil Gandhi},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Motif discovery in spatial trajectories using grammar inference},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1465--1468},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2507820},
doi = {10.1145/2505515.2507820},
timestamp = {Mon, 19 Aug 2024 08:36:26 +0200},
biburl = {https://dblp.org/rec/conf/cikm/OatesB0CFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/0001KL12,
author = {Jessica Lin and
Rohan Khade and
Yuan Li},
title = {Rotation-invariant similarity in time series using bag-of-patterns
representation},
journal = {J. Intell. Inf. Syst.},
volume = {39},
number = {2},
pages = {287--315},
year = {2012},
url = {https://doi.org/10.1007/s10844-012-0196-5},
doi = {10.1007/S10844-012-0196-5},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/0001KL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip8-3/NganBL12,
author = {Chun{-}Kit Ngan and
Alexander Brodsky and
Jessica Lin},
editor = {Ana Resp{\'{\i}}cio and
Frada Burstein},
title = {R-Checkpoint Algorithm for Multi-Event Decision Making over Multivariate
Time Series},
booktitle = {Fusing Decision Support Systems into the Fabric of the Context, 16th
{IFIP} Working Group 8.3 International Conference on Decision Support
Systems (DSS), An{\'{a}}vissos, Greece, June 27-30, 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {238},
pages = {209--220},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-073-4-209},
doi = {10.3233/978-1-61499-073-4-209},
timestamp = {Wed, 13 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ifip8-3/NganBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiLO12,
author = {Yuan Li and
Jessica Lin and
Tim Oates},
title = {Visualizing Variable-Length Time Series Motifs},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {895--906},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.77},
doi = {10.1137/1.9781611972825.77},
timestamp = {Sun, 16 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiLO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/LinCW11,
author = {Jessica Lin and
Guido Cervone and
Nigel Waters},
title = {{DMGI} 2010 workshop report: The First {ACM} {SIGSPATIAL} International
Workshop on Data Mining for Geoinformatics (San Jose, California -
November 2, 2010)},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {3},
number = {1},
pages = {6--7},
year = {2011},
url = {https://doi.org/10.1145/1966478.1966481},
doi = {10.1145/1966478.1966481},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigspatial/LinCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/NganBL11,
author = {Chun{-}Kit Ngan and
Alexander Brodsky and
Jessica Lin},
editor = {Runtong Zhang and
Jos{\'{e}} Cordeiro and
Xuewei Li and
Zhenji Zhang and
Juliang Zhang},
title = {A Service Framework for Learning, Querying and Monitoring Multivariate
Time Series},
booktitle = {{ICEIS} 2011 - Proceedings of the 13th International Conference on
Enterprise Information Systems, Volume 2, Beijing, China, 8-11 June,
2011},
pages = {92--101},
publisher = {SciTePress},
year = {2011},
timestamp = {Wed, 13 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/NganBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/NganBL11a,
author = {Chun{-}Kit Ngan and
Alexander Brodsky and
Jessica Lin},
editor = {Runtong Zhang and
Juliang Zhang and
Zhenji Zhang and
Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {An Event-Based Service Framework for Learning, Querying and Monitoring
Multivariate Time Series},
booktitle = {Enterprise Information Systems - 13th International Conference, {ICEIS}
2011, Beijing, China, June 8-11, 2011, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {102},
pages = {208--223},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29958-2\_14},
doi = {10.1007/978-3-642-29958-2\_14},
timestamp = {Sat, 19 Oct 2019 20:26:19 +0200},
biburl = {https://dblp.org/rec/conf/iceis/NganBL11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/LinO10,
author = {Jessica Lin and
William Ott},
title = {Observing Infinite-dimensional Dynamical Systems},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {9},
number = {4},
pages = {1229--1243},
year = {2010},
url = {https://doi.org/10.1137/090760210},
doi = {10.1137/090760210},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/LinO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LinL10,
author = {Jessica Lin and
Yuan Li},
editor = {Tharam S. Dillon and
Daniel L. Rubin and
William M. Gallagher and
Amandeep S. Sidhu and
Alexey Tsymbal},
title = {Finding approximate frequent patterns in streaming medical data},
booktitle = {{IEEE} 23rd International Symposium on Computer-Based Medical Systems
{(CBMS} 2010), Perth, Australia, October 12-15, 2010},
pages = {13--18},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CBMS.2010.6042675},
doi = {10.1109/CBMS.2010.6042675},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/LinL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LinCF10,
author = {Jessica Lin and
Guido Cervone and
Pasquale Franzese},
editor = {Jessica Lin and
Guido Cervone and
Nigel Waters},
title = {Assessment of error in air quality models using dynamic time warping},
booktitle = {Proceedings of the 2010 First International Workshop on Data Mining
for Geoinformatics, {DMG} 2010, November 2, 2010, San Jose, CA, USA,
Proceedings},
pages = {38--44},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1869890.1869895},
doi = {10.1145/1869890.1869895},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LinCF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/RatanamahatanaLGKVD10,
author = {Chotirat Ann Ratanamahatana and
Jessica Lin and
Dimitrios Gunopulos and
Eamonn J. Keogh and
Michail Vlachos and
Gautam Das},
editor = {Oded Maimon and
Lior Rokach},
title = {Mining Time Series Data},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {1049--1077},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_56},
doi = {10.1007/978-0-387-09823-4\_56},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/RatanamahatanaLGKVD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gis/2010dmg,
editor = {Jessica Lin and
Guido Cervone and
Nigel Waters},
title = {Proceedings of the 2010 First International Workshop on Data Mining
for Geoinformatics, {DMG} 2010, November 2, 2010, San Jose, CA, USA,
Proceedings},
publisher = {{ACM}},
year = {2010},
url = {http://dl.acm.org/citation.cfm?id=1869890},
isbn = {978-1-4503-0430-6},
timestamp = {Sun, 03 Jun 2012 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/2010dmg.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LinL09,
author = {Jessica Lin and
Yuan Li},
title = {Finding structurally different medical data},
booktitle = {Proceedings of the Twenty-Second {IEEE} International Symposium on
Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New
Mexico, {USA}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CBMS.2009.5255269},
doi = {10.1109/CBMS.2009.5255269},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/LinL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/LinL09,
author = {Jessica Lin and
Yuan Li},
editor = {Marianne Winslett},
title = {Finding Structural Similarity in Time Series Data Using Bag-of-Patterns
Representation},
booktitle = {Scientific and Statistical Database Management, 21st International
Conference, {SSDBM} 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5566},
pages = {461--477},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02279-1\_33},
doi = {10.1007/978-3-642-02279-1\_33},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/LinL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Al-ShammariL08,
author = {Eiman Tamah Al{-}Shammari and
Jessica Lin},
editor = {Fotis Lazarinis and
Efthimis N. Efthimiadis and
Jes{\'{u}}s Vilares and
John Tait},
title = {Towards an error-free Arabic stemming},
booktitle = {Proceeding of the 2nd {ACM} workshop on Improving Non English Web
Searching, iNEWS 2008, Napa Valley, California, USA, October 30, 2008},
pages = {9--16},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1460027.1460030},
doi = {10.1145/1460027.1460030},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Al-ShammariL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/exling/Al-Shammari008,
author = {Eiman Tamah Al{-}Shammari and
Jessica Lin},
editor = {Antonis Botinis},
title = {A new Arabic stemming algorithm},
booktitle = {{ISCA} Tutorial and Research Workshop on Experimental Linguistics,
ExLing 2008, Athens, Greece, August 25-27, 2008},
pages = {13--16},
publisher = {{ISCA}},
year = {2008},
url = {https://www.isca-archive.org/exling\_2008/alshammari08\_exling.html},
timestamp = {Thu, 01 Aug 2024 09:06:51 +0200},
biburl = {https://dblp.org/rec/conf/exling/Al-Shammari008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinED08,
author = {Jessica Lin and
David Etter and
David DeBarr},
title = {Exact and Approximate Reverse Nearest Neighbor Search for Multimedia
Data},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {656--667},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.60},
doi = {10.1137/1.9781611972788.60},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinED08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Al-ShammariL08,
author = {Eiman Tamah Al{-}Shammari and
Jessica Lin},
editor = {Daniel P. Lopresti and
Shourya Roy and
Klaus U. Schulz and
L. Venkata Subramaniam},
title = {A novel Arabic lemmatization algorithm},
booktitle = {Proceedings of the Second Workshop on Analytics for Noisy Unstructured
Text Data, {AND} 2008, Singapore, July 24, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {303},
pages = {113--118},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390749.1390767},
doi = {10.1145/1390749.1390767},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/Al-ShammariL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LinKWL07,
author = {Jessica Lin and
Eamonn J. Keogh and
Li Wei and
Stefano Lonardi},
title = {Experiencing {SAX:} a novel symbolic representation of time series},
journal = {Data Min. Knowl. Discov.},
volume = {15},
number = {2},
pages = {107--144},
year = {2007},
url = {https://doi.org/10.1007/s10618-007-0064-z},
doi = {10.1007/S10618-007-0064-Z},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LinKWL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KeoghLLH07,
author = {Eamonn J. Keogh and
Jessica Lin and
Sang{-}Hee Lee and
Helga Van Herle},
title = {Finding the most unusual time series subsequence: algorithms and applications},
journal = {Knowl. Inf. Syst.},
volume = {11},
number = {1},
pages = {1--27},
year = {2007},
url = {https://doi.org/10.1007/s10115-006-0034-6},
doi = {10.1007/S10115-006-0034-6},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KeoghLLH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/LonardiLKC06,
author = {Stefano Lonardi and
Jessica Lin and
Eamonn J. Keogh and
Bill Yuan{-}chi Chiu},
title = {Efficient Discovery of Unusual Patterns in Time Series},
journal = {New Gener. Comput.},
volume = {25},
number = {1},
pages = {61--93},
year = {2006},
url = {https://doi.org/10.1007/s00354-006-0004-2},
doi = {10.1007/S00354-006-0004-2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/LonardiLKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/KeoghLFH06,
author = {Eamonn J. Keogh and
Jessica Lin and
Ada Wai{-}Chee Fu and
Helga Van Herle},
title = {Finding Unusual Medical Time-Series Subsequences: Algorithms and Applications},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {10},
number = {3},
pages = {429--439},
year = {2006},
url = {https://doi.org/10.1109/TITB.2005.863870},
doi = {10.1109/TITB.2005.863870},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/KeoghLFH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/FuLKL06,
author = {Ada Wai{-}Chee Fu and
Oscar Tat{-}Wing Leung and
Eamonn J. Keogh and
Jessica Lin},
editor = {Xue Li and
Osmar R. Za{\"{\i}}ane and
Zhanhuai Li},
title = {Finding Time Series Discords Based on Haar Transform},
booktitle = {Advanced Data Mining and Applications, Second International Conference,
{ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4093},
pages = {31--41},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11811305\_3},
doi = {10.1007/11811305\_3},
timestamp = {Tue, 20 Aug 2024 07:54:45 +0200},
biburl = {https://dblp.org/rec/conf/adma/FuLKL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinK06,
author = {Jessica Lin and
Eamonn J. Keogh},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Group {SAX:} Extending the Notion of Contrast Sets to Time Series
and Multimedia Data},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {284--296},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_29},
doi = {10.1007/11871637\_29},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivs/LinKL05,
author = {Jessica Lin and
Eamonn J. Keogh and
Stefano Lonardi},
title = {Visualizing and discovering non-trivial patterns in large time series
databases},
journal = {Inf. Vis.},
volume = {4},
number = {2},
pages = {61--82},
year = {2005},
url = {https://doi.org/10.1057/palgrave.ivs.9500089},
doi = {10.1057/PALGRAVE.IVS.9500089},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivs/LinKL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KeoghL05,
author = {Eamonn J. Keogh and
Jessica Lin},
title = {Clustering of time-series subsequences is meaningless: implications
for previous and future research},
journal = {Knowl. Inf. Syst.},
volume = {8},
number = {2},
pages = {154--177},
year = {2005},
url = {https://doi.org/10.1007/s10115-004-0172-7},
doi = {10.1007/S10115-004-0172-7},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KeoghL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LinKFH05,
author = {Jessica Lin and
Eamonn J. Keogh and
Ada Wai{-}Chee Fu and
Helga Van Herle},
title = {Approximations to Magic: Finding Unusual Medical Time Series},
booktitle = {18th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2005),
23-24 June 2005, Dublin, Ireland},
pages = {329--334},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CBMS.2005.34},
doi = {10.1109/CBMS.2005.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/LinKFH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KeoghLF05,
author = {Eamonn J. Keogh and
Jessica Lin and
Ada Wai{-}Chee Fu},
title = {{HOT} {SAX:} Efficiently Finding the Most Unusual Time Series Subsequence},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {226--233},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.79},
doi = {10.1109/ICDM.2005.79},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KeoghLF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinVKGLYL05,
author = {Jessica Lin and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos and
Jian{-}Wei Liu and
Shou{-}Jian Yu and
Jia{-}Jin Le},
editor = {Tu Bao Ho and
David Wai{-}Lok Cheung and
Huan Liu},
title = {A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors
Search for Time-Series Data Streams},
booktitle = {Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia
Conference, {PAKDD} 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3518},
pages = {333--342},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11430919\_40},
doi = {10.1007/11430919\_40},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LinVKGLYL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/RatanamahatanaLGKVD05,
author = {Chotirat (Ann) Ratanamahatana and
Jessica Lin and
Dimitrios Gunopulos and
Eamonn J. Keogh and
Michail Vlachos and
Gautam Das},
editor = {Oded Maimon and
Lior Rokach},
title = {Mining Time Series Data},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {1069--1103},
publisher = {Springer},
year = {2005},
timestamp = {Thu, 17 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/datamining2005/RatanamahatanaLGKVD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/KeoghLLC04,
author = {Eamonn J. Keogh and
Jessica Lin and
Stefano Lonardi and
Bill Yuan{-}chi Chiu},
editor = {James M. Hogan and
Paul Montague and
Martin K. Purvis and
Chris Steketee},
title = {We Have Seen the Future, and It Is Symbolic},
booktitle = {{ACSW} Frontiers 2004, 2004 {ACSW} Workshops - the Australasian Information
Security Workshop (AISW2004), the Australasian Workshop on Data Mining
and Web Intelligence (DMWI2004), and the Australasian Workshop on
Software Internationalisation {(AWSI2004)} . Dunedin, New Zealand,
January 2004},
series = {{CRPIT}},
volume = {32},
pages = {83},
publisher = {Australian Computer Society},
year = {2004},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV32Keogh.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsw/KeoghLLC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/LinVKG04,
author = {Jessica Lin and
Michail Vlachos and
Eamonn J. Keogh and
Dimitrios Gunopulos},
editor = {Elisa Bertino and
Stavros Christodoulakis and
Dimitris Plexousakis and
Vassilis Christophides and
Manolis Koubarakis and
Klemens B{\"{o}}hm and
Elena Ferrari},
title = {Iterative Incremental Clustering of Time Series},
booktitle = {Advances in Database Technology - {EDBT} 2004, 9th International Conference
on Extending Database Technology, Heraklion, Crete, Greece, March
14-18, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2992},
pages = {106--122},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24741-8\_8},
doi = {10.1007/978-3-540-24741-8\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/LinVKG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LinKLLN04,
author = {Jessica Lin and
Eamonn J. Keogh and
Stefano Lonardi and
Jeffrey P. Lankford and
Donna M. Nystrom},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Visually mining and monitoring massive time series},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {460--469},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014104},
doi = {10.1145/1014052.1014104},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LinKLLN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/LinKLLN04,
author = {Jessica Lin and
Eamonn J. Keogh and
Stefano Lonardi and
Jeffrey P. Lankford and
Donna M. Nystrom},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Donald Kossmann and
Ren{\'{e}}e J. Miller and
Jos{\'{e}} A. Blakeley and
K. Bernhard Schiefer},
title = {VizTree: a Tool for Visually Mining and Monitoring Massive Time Series
Databases},
booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large
Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
2004},
pages = {1269--1272},
publisher = {Morgan Kaufmann},
year = {2004},
url = {http://www.vldb.org/conf/2004/DEMP6.PDF},
doi = {10.1016/B978-012088469-8.50124-8},
timestamp = {Fri, 07 Jun 2019 12:44:00 +0200},
biburl = {https://dblp.org/rec/conf/vldb/LinKLLN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/LinKLC03,
author = {Jessica Lin and
Eamonn J. Keogh and
Stefano Lonardi and
Bill Yuan{-}chi Chiu},
editor = {Mohammed Javeed Zaki and
Charu C. Aggarwal},
title = {A symbolic representation of time series, with implications for streaming
algorithms},
booktitle = {Proceedings of the 8th {ACM} {SIGMOD} workshop on Research issues
in data mining and knowledge discovery, {DMKD} 2003, San Diego, California,
USA, June 13, 2003},
pages = {2--11},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/882082.882086},
doi = {10.1145/882082.882086},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkd/LinKLC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/LinKT03,
author = {Jessica Lin and
Eamonn J. Keogh and
Wagner Truppel},
editor = {Mohammed Javeed Zaki and
Charu C. Aggarwal},
title = {Clustering of streaming time series is meaningless},
booktitle = {Proceedings of the 8th {ACM} {SIGMOD} workshop on Research issues
in data mining and knowledge discovery, {DMKD} 2003, San Diego, California,
USA, June 13, 2003},
pages = {56--65},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/882082.882096},
doi = {10.1145/882082.882096},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmkd/LinKT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/LinKT03,
author = {Jessica Lin and
Eamonn J. Keogh and
Wagner Truppel},
editor = {Hamid R. Arabnia and
Rose Joshua and
Youngsong Mun},
title = {(Not) Finding Rules in Time Series: {A} Surprising Result with Implications
for Previous and Future Research},
booktitle = {Proceedings of the International Conference on Artificial Intelligence,
{IC-AI} '03, June 23 - 26, 2003, Las Vegas, Nevada, USA, Volume 1},
pages = {55--61},
publisher = {{CSREA} Press},
year = {2003},
timestamp = {Sat, 02 Jul 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icai/LinKT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KeoghLT03,
author = {Eamonn J. Keogh and
Jessica Lin and
Wagner Truppel},
title = {Clustering of Time Series Subsequences is Meaningless: Implications
for Previous and Future Research},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {115--122},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250910},
doi = {10.1109/ICDM.2003.1250910},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KeoghLT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PatelKLL02,
author = {Pranav Patel and
Eamonn J. Keogh and
Jessica Lin and
Stefano Lonardi},
title = {Mining Motifs in Massive Time Series Databases},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {370--377},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183925},
doi = {10.1109/ICDM.2002.1183925},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PatelKLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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