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Parasitic mites alter chicken behaviour and negatively impact animal welfare

Scientific reports, 2020-05, Vol.10 (1), p.8236-8236, Article 8236

2020

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CID: an efficient complexity-invariant distance for time series

Data mining and knowledge discovery, 2014-05, Vol.28 (3), p.634-669

2014

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Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract)

2022 IEEE 38th International Conference on Data Engineering (ICDE), 2022, p.1479-1480

2022

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When is Early Classification of Time Series Meaningful? (Extended Abstract)

2022 IEEE 38th International Conference on Data Engineering (ICDE), 2022, p.1477-1478

2022

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Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress

IEEE transactions on knowledge and data engineering, 2023-03, Vol.35 (3), p.2421-2429

2023

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MDL-based time series clustering

Knowledge and information systems, 2012-11, Vol.33 (2), p.371-399

2012

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Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods

Journal of intelligent & robotic systems, 2015-12, Vol.80 (Suppl 1), p.313-330

2015

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FastDTW is approximate and Generally Slower than the Algorithm it Approximates

IEEE transactions on knowledge and data engineering, 2022-08, Vol.34 (8), p.1-1

2022

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When is Early Classification of Time Series Meaningful?

IEEE transactions on knowledge and data engineering, 2023-03, Vol.35 (3), p.3253-3260

2023

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Efficiently Finding Near Duplicate Figures in Archives of Historical Documents

Journal of multimedia, 2012-05, Vol.7 (2)

2012

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Scaling up dynamic time warping for datamining applications

Conference on Knowledge Discovery in Data: Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining; 20-23 Aug. 2000, 2000, p.285-289

2000

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

IEEE/ACM transactions on computational biology and bioinformatics, 2013-09, Vol.10 (5), p.1150-1161

2013

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A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases

Knowledge Discovery and Data Mining. Current Issues and New Applications, 2000, p.122-133

2000

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FastDTW is approximate and Generally Slower than the Algorithm it Approximates (Extended Abstract)

2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021, p.2327-2328

2021

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A compression-based distance measure for texture

Statistical analysis and data mining, 2010-12, Vol.3 (6), p.381-398

2010

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Annotating Historical Archives of Images

International journal of digital library systems, 2010-04, Vol.1 (2), p.59-80

2010

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Time Series Classification to Improve Poultry Welfare

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 2018, p.635-642

2018

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Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data

2011 IEEE 11th International Conference on Data Mining, 2011, p.547-556

2011

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Relevance feedback retrieval of time series data

Annual ACM Conference on Research and Development in Information Retrieval: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval; 15-19 Aug. 1999, 1999, p.183-190

1999

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Scaling up Dynamic Time Warping to Massive Datasets

Principles of Data Mining and Knowledge Discovery, p.1-11

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Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior

2019 IEEE International Conference on Big Data (Big Data), 2019, p.5962-5964

2019

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LEARNING THE STRUCTURE OF AUGMENTED BAYESIAN CLASSIFIERS

International journal on artificial intelligence tools, 2002-12, Vol.11 (4), p.587-601

2002

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Clustering of Symbols Using Minimal Description Length

2013 12th International Conference on Document Analysis and Recognition, 2013, p.180-184

2013

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SIGKDD demo: sensors and software to allow computational entomology, an emerging application of data mining

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, 2011, p.761-764

2011

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Searching historical manuscripts for near-duplicate figures

Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011, p.14-21

2011

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Parasitic mites alter chicken behaviour and negatively impact animal welfare

CID: an efficient complexity-invariant distance for time series

Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract)

When is Early Classification of Time Series Meaningful? (Extended Abstract)

Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress

MDL-based time series clustering

Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods

FastDTW is approximate and Generally Slower than the Algorithm it Approximates

When is Early Classification of Time Series Meaningful?

Efficiently Finding Near Duplicate Figures in Archives of Historical Documents

Scaling up dynamic time warping for datamining applications

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

A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases

FastDTW is approximate and Generally Slower than the Algorithm it Approximates (Extended Abstract)

A compression-based distance measure for texture

Annotating Historical Archives of Images

Time Series Classification to Improve Poultry Welfare

Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data

Relevance feedback retrieval of time series data

Scaling up Dynamic Time Warping to Massive Datasets

Time Series Classification: Lessons Learned in the (Literal) Field while Studying Chicken Behavior

LEARNING THE STRUCTURE OF AUGMENTED BAYESIAN CLASSIFIERS

Clustering of Symbols Using Minimal Description Length

SIGKDD demo: sensors and software to allow computational entomology, an emerging application of data mining

Searching historical manuscripts for near-duplicate figures

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