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NOOPS: Nonmyopic Feedback-Driven Pattern Search in Multivariate Time Series

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Average Precision
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Qute: Query by Text Search for Time Series Data
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BestNeighbor: efficient evaluation of kNN queries on large time series databases
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The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
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A review on distance based time series classification
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Time series classification by class-specific Mahalanobis distance measures
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Similarity search for numerous patterns over multiple time series streams under dynamic time warping which supports data normalization
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Adaptive similarity search for the retrieval of rare events from large time series databases
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SAXRegEx: Multivariate time series pattern search with symbolic representation, regular expression, and query expansion
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Electroencephalography (EEG) eye state classification using learning vector quantization and bagged trees
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SSTS: A syntactic tool for pattern search on time series
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FastOPM—A practical method for partial match of time series
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Constrained DTW preserving shapelets for explainable time-series clustering
inferredcites →https://doi.org/10.1016/j.patcog.2023.110121openalex-snapshot
Scalable and Accurate Subsequence Transform
inferredcites →https://doi.org/10.1016/j.softx.2022.101049openalex-snapshot
TSSEARCH: Time Series Subsequence Search Library
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An open source machine learning framework for efficient and transparent systematic reviews
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Dynamic Query Tools for Time Series Data Sets: Timebox Widgets for Interactive Exploration
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Wheat planted area detection from the MODIS NDVI time series classification using the nearest neighbour method calculated by the Euclidean distance and cosine similarity measures
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Vine copula-based Bayesian classification for multivariate time series of electroencephalography eye states
inferredcites →https://doi.org/10.1109/cisp-bmei48845.2019.8966048openalex-snapshot
Time Series Similarity Measure via Siamese Convolutional Neural Network
inferredcites →https://doi.org/10.1109/icdm.2016.0179openalex-snapshot
Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets
inferredcites →https://doi.org/10.1109/jiot.2021.3132017openalex-snapshot
Dynamic Time Warping Under Product Quantization, With Applications to Time-Series Data Similarity Search
inferredcites →https://doi.org/10.1109/tkde.2022.3167257openalex-snapshot
Efficient Range and kNN Twin Subsequence Search in Time Series
inferredcites →https://doi.org/10.1109/tvcg.2019.2934666openalex-snapshot
You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems
inferredcites →https://doi.org/10.1109/tvcg.2020.3002950openalex-snapshot
Sketch-Based Fast and Accurate Querying of Time Series Using Parameter-Sharing LSTM Networks
inferredcites →https://doi.org/10.1109/tvcg.2022.3209431openalex-snapshot
PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback
inferredcites →https://doi.org/10.1109/vast.2016.7883519openalex-snapshot
The semantics of sketch: Flexibility in visual query systems for time series data
inferredcites →https://doi.org/10.1111/cgf.13971openalex-snapshot
P eax : Interactive Visual Pattern Search in Sequential Data Using Unsupervised Deep Representation Learning
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On the Non-Trivial Generalization of Dynamic Time Warping to the Multi-Dimensional Case
inferredcites →https://doi.org/10.1145/191839.191925openalex-snapshot
Fast subsequence matching in time-series databases
inferredcites →https://doi.org/10.1145/191843.191925openalex-snapshot
Fast subsequence matching in time-series databases
inferredcites →https://doi.org/10.1145/3173574.3173962openalex-snapshot
Expressive Time Series Querying with Hand-Drawn Scale-Free Sketches
inferredcites →https://doi.org/10.1145/3318464.3389722openalex-snapshot
ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines
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A Survey of Deep Active Learning
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Time Series Analysis Forecasting and Control.
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PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback
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Performance analysis for similarity data fusion model for enabling time series indexing in internet of things applications
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