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51

Mining historical manuscripts with local color patches

Qiang Zhu, Eamonn Keogh

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 1.97 MB

english, 2012

52

A Bit Level Representation for Time Series Data Mining with Shape Based Similarity

Anthony Bagnall, Chotirat “Ann” Ratanamahatana, Eamonn Keogh, Stefano Lonardi, Gareth Janacek

Journal:

Data Mining and Knowledge Discovery

Year:

2006

Language:

english

File:

PDF, 977 KB

english, 2006

53

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Li Wei, Stefano Lonardi

Journal:

Data Mining and Knowledge Discovery

Year:

2007

Language:

english

File:

PDF, 1.63 MB

english, 2007

54

Efficiently finding unusual shapes in large image databases

Li Wei, Eamonn Keogh, Xiaopeng Xi, Melissa Yoder

Journal:

Data Mining and Knowledge Discovery

Year:

2008

Language:

english

File:

PDF, 4.26 MB

english, 2008

55

iSAX: disk-aware mining and indexing of massive time series datasets

Jin Shieh, Eamonn Keogh

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 1.51 MB

english, 2009

56

A disk-aware algorithm for time series motif discovery

Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney S. Cash, M. Brandon Westover, Nima Bigdely-Shamlo

Journal:

Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 2.29 MB

english, 2011

57

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Data Editing Techniques to Allow the Application of Distance-Based Outlier Detection to Streams

Niennattrakul, Vit, Keogh, Eamonn, Ratanamahatana, Chotirat Ann

Year:

2010

Language:

english

File:

PDF, 457 KB

english, 2010

58

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Intelligent Icons: Integrating Lite-Weight Data Mining and Visualization into GUI Operating Systems

Keogh, Eamonn, Wei, Li, Xi, Xiaopeng, Lonardi, Stefano, Shieh, Jin, Sirowy, Scott

Year:

2006

Language:

english

File:

PDF, 438 KB

english, 2006

59

MDL-based time series clustering

Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 3.21 MB

english, 2012

60

Beyond one billion time series: indexing and mining very large time series collections with(i)SAX2+

Camerra, Alessandro, Shieh, Jin, Palpanas, Themis, Rakthanmanon, Thanawin, Keogh, Eamonn

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 2.34 MB

english, 2014

61

[IEEE 2008 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Dayton, OH, USA (2008.11.3-2008.11.5)] 2008 20th IEEE International Conference on Tools with Artificial Intelligence - Real-Time Classification of Streaming Sensor Data

Kasetty, Shashwati, Stafford, Candice, Walker, Gregory P., Wang, Xiaoyue, Keogh, Eamonn

Year:

2008

Language:

english

File:

PDF, 582 KB

english, 2008

62

Quantitative Analysis of Live-Cell Growth at the Shoot Apex of Arabidopsis thaliana: Algorithms for Feature Measurement and Temporal Alignment

Tataw, Oben M., Venugopala Reddy, G., Keogh, Eamonn J., Roy-Chowdhury, Amit K.

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2013

Language:

english

File:

PDF, 1.41 MB

english, 2013

63

[ACM Press the - Scottsdale, Arizona, USA (2012.05.20-2012.05.20)] Proceedings of the on SIGMOD/PODS 2012 PhD Symposium - PhD '12 - Getting your acceptance rate to 80%

Year:

2012

Language:

english

File:

PDF, 355 KB

english, 2012

64

Monitoring and Mining Animal Sounds in Visual Space

Yuan Hao, Bilson Campana, Eamonn Keogh

Journal:

Journal of Insect Behavior

Year:

2013

Language:

english

File:

PDF, 3.45 MB

english, 2013

65

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - Finding surprising patterns in a time series database in linear time and space

Keogh, Eamonn, Lonardi, Stefano, Chiu, Bill 'Yuan-chi'

Year:

2002

Language:

english

File:

PDF, 670 KB

english, 2002

66

CID: an efficient complexity-invariant distance for time series

Batista, Gustavo E. A. P. A., Keogh, Eamonn J., Tataw, Oben Moses, Souza, VinÃcius M. A.

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

67

[ACM Press the 19th ACM SIGKDD international conference - Chicago, Illinois, USA (2013.08.11-2013.08.14)] Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 - DTW-D

Chen, Yanping, Hu, Bing, Keogh, Eamonn, Batista, Gustavo E.A.P.A

Year:

2013

Language:

english

File:

PDF, 983 KB

english, 2013

68

[ACM Press the 19th ACM SIGKDD international conference - Chicago, Illinois, USA (2013.08.11-2013.08.14)] Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 - Towards never-ending learning from time series streams

Hao, Yuan, Chen, Yanping, Zakaria, Jesin, Hu, Bing, Rakthanmanon, Thanawin, Keogh, Eamonn

Year:

2013

Language:

english

File:

PDF, 2.08 MB

english, 2013

69

Establishing the provenance of historical manuscripts with a novel distance measure

Hu, Bing, Rakthanmanon, Thanawin, Campana, Bilson J. L., Mueen, Abdullah, Keogh, Eamonn

Journal:

Pattern Analysis and Applications

Year:

2015

Language:

english

File:

PDF, 2.47 MB

english, 2015

70

Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series

Hu, Bing, Rakthanmanon, Thanawin, Hao, Yuan, Evans, Scott, Lonardi, Stefano, Keogh, Eamonn

Journal:

Data Mining and Knowledge Discovery

Year:

2015

Language:

english

File:

PDF, 2.91 MB

english, 2015

71

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - On the need for time series data mining benchmarks

Keogh, Eamonn, Kasetty, Shruti

Year:

2002

Language:

english

File:

PDF, 985 KB

english, 2002

72

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Time series shapelets

Ye, Lexiang, Keogh, Eamonn

Year:

2009

Language:

english

File:

PDF, 2.24 MB

english, 2009

73

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Logical-shapelets

Mueen, Abdullah, Keogh, Eamonn, Young, Neal

Year:

2011

Language:

english

File:

PDF, 1.81 MB

english, 2011

74

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Towards parameter-free data mining

Keogh, Eamonn, Lonardi, Stefano, Ratanamahatana, Chotirat Ann

Year:

2004

Language:

english

File:

PDF, 753 KB

english, 2004

75

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - Classification of Live Moths Combining Texture, Color and Shape Primitives

Batista, Gustavo E.A.P.A., Campana, Bilson, Keogh, Eamonn

Year:

2010

Language:

english

File:

PDF, 259 KB

english, 2010

76

Querying and mining of time series data

Ding, Hui, Trajcevski, Goce, Scheuermann, Peter, Wang, Xiaoyue, Keogh, Eamonn

Journal:

Proceedings of the VLDB Endowment

Year:

2008

Language:

english

File:

PDF, 1.57 MB

english, 2008

77

[ACM Press the ninth ACM SIGKDD international conference - Washington, D.C. (2003.08.24-2003.08.27)] Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03 - Indexing multi-dimensional time-series with support for multiple distance measures

Vlachos, Michail, Hadjieleftheriou, Marios, Gunopulos, Dimitrios, Keogh, Eamonn

Year:

2003

Language:

english

File:

PDF, 885 KB

english, 2003

78

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - Fast time series classification using numerosity reduction

Xi, Xiaopeng, Keogh, Eamonn, Shelton, Christian, Wei, Li, Ratanamahatana, Chotirat Ann

Year:

2006

Language:

english

File:

PDF, 622 KB

english, 2006

79

Locally adaptive dimensionality reduction for indexing large time series databases

Keogh, Eamonn, Chakrabarti, Kaushik, Pazzani, Michael, Mehrotra, Sharad

Journal:

ACM SIGMOD Record

Year:

2001

Language:

english

File:

PDF, 293 KB

english, 2001

80

[IEEE 2009 Ninth IEEE International Conference on Data Mining (ICDM) - Miami Beach, FL, USA (2009.12.6-2009.12.9)] 2009 Ninth IEEE International Conference on Data Mining - Finding Time Series Motifs in Disk-Resident Data

Mueen, Abdullah, Keogh, Eamonn, Bigdely-Shamlo, Nima

Year:

2009

Language:

english

File:

PDF, 644 KB

english, 2009

81

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Mining Historical Documents for Near-Duplicate Figures

Rakthanmanon, Thanawin, Zhu, Qiang, Keogh, Eamonn J.

Year:

2011

Language:

english

File:

PDF, 2.29 MB

english, 2011

82

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Classification of Multi-dimensional Streaming Time Series by Weighting Each Classifier's Track Record

Hu, Bing, Chen, Yanping, Zakaria, Jesin, Ulanova, Liudmila, Keogh, Eamonn

Year:

2013

Language:

english

File:

PDF, 503 KB

english, 2013

83

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data

Rakthanmanon, Thanawin, Keogh, Eamonn J., Lonardi, Stefano, Evans, Scott

Year:

2011

Language:

english

File:

PDF, 811 KB

english, 2011

84

Fast Best-Match Shape Searching in Rotation-Invariant Metric Spaces

Yankov, Dragomir, Keogh, Eamonn, Wei, Li, Xi, Xiaopeng, Hodges, Wendy

Journal:

IEEE Transactions on Multimedia

Year:

2008

Language:

english

File:

PDF, 1.07 MB

english, 2008

85

Domain-Driven, Actionable Knowledge Discovery

Cao, Longbing, Zhang, Chengqi, Yang, Qiang, Bell, David, Vlachos, Michail, Taneri, Bahar, Keogh, Eamonn, Yu, Philip S., Zhong, Ning, Ashrafi, Mafruz Zaman, Taniar, David, Dubossarsky, Eugene, Graco, W

Journal:

IEEE Intelligent Systems

Year:

2007

Language:

english

File:

PDF, 478 KB

english, 2007

86

[IEEE Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) - Clustering Workflow Requirements Using Compression Dissimilarity Measure

Wei, Li, Handley, John, Martin, Nathaniel, Sun, Tong, Keogh, Eamonn

Year:

2006

Language:

english

File:

PDF, 255 KB

english, 2006

87

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Parameter-Free Audio Motif Discovery in Large Data Archives

Hao, Yuan, Shokoohi-Yekta, Mohammad, Papageorgiou, George, Keogh, Eamonn

Year:

2013

Language:

english

File:

PDF, 3.68 MB

english, 2013

88

[IEEE 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - San Francisco, CA, USA (2013.08.14-2013.08.16)] 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI) - Towards a minimum description length based stopping criterion for semi-supervised time series classification

Begum, Nurjahan, Hu, Bing, Rakthanmanon, Thanawin, Keogh, Eamonn

Year:

2013

Language:

english

File:

PDF, 222 KB

english, 2013

89

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - SAXually Explicit Images: Finding Unusual Shapes

Wei, Li, Keogh, Eamonn, Xi, Xiaopeng

Year:

2006

Language:

english

File:

PDF, 1.79 MB

english, 2006

90

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - How to Do Good Data Mining Research and Get it Published in Top Venues

Year:

2010

Language:

english

File:

PDF, 172 KB

english, 2010

91

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps

Silva, Diego F., Souza, Vinicius M.A. De, Batista, Gustavo E.A.P.A., Keogh, Eamonn, Ellis, Daniel P.W.

Year:

2013

Language:

english

File:

PDF, 436 KB

english, 2013

92

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Mother Fugger: Mining Historical Manuscripts with Local Color Patches

Zhu, Qiang, Keogh, Eamonn

Year:

2010

Language:

english

File:

PDF, 4.33 MB

english, 2010

93

[IEEE Seventh IEEE International Conference on Data Mining (ICDM 2007) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining (ICDM 2007) - Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized Datasets

Yankov, Dragomir, Keogh, Eamonn, Rebbapragada, Umaa

Year:

2007

Language:

english

File:

PDF, 786 KB

english, 2007

94

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Anytime Classification Using the Nearest Neighbor Algorithm with Applications to Stream Mining

Ueno, Ken, Xi, Xiaopeng, Keogh, Eamonn, Lee, Dah-jye

Year:

2006

Language:

english

File:

PDF, 1.57 MB

english, 2006

95

[IEEE 2013 12th International Conference on Document Analysis and Recognition (ICDAR) - Washington, DC, USA (2013.08.25-2013.08.28)] 2013 12th International Conference on Document Analysis and Recognition - Clustering of Symbols Using Minimal Description Length

Tataw, Oben M., Rakthanmanon, Thanawin, Keogh, Eamonn J.

Year:

2013

Language:

english

File:

PDF, 516 KB

english, 2013

96

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs

Sart, Doruk, Mueen, Abdullah, Najjar, Walid, Keogh, Eamonn, Niennattrakul, Vit

Year:

2010

Language:

english

File:

PDF, 283 KB

english, 2010

97

A brief survey on sequence classification

Xing, Zhengzheng, Pei, Jian, Keogh, Eamonn

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2010

Language:

english

File:

PDF, 196 KB

english, 2010

98

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Semi-supervised time series classification

Wei, Li, Keogh, Eamonn

Year:

2006

Language:

english

File:

PDF, 1.04 MB

english, 2006

99

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Polishing the Right Apple: Anytime Classification Also Benefits Data Streams with Constant Arrival Times

Shieh, Jin, Keogh, Eamonn

Year:

2010

Language:

english

File:

PDF, 1.16 MB

english, 2010

100

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - iSAX 2.0: Indexing and Mining One Billion Time Series

Camerra, Alessandro, Palpanas, Themis, Shieh, Jin, Keogh, Eamonn

Year:

2010

Language:

english

File:

PDF, 641 KB

english, 2010