An efficient k nearest neighbor search for multivariate time series

No abstract is available for this paper.

• Publication year

  2007

• Venue

  Information and Computation

• Publication date

  Unknown publication date

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1016/J.IC.2006.08.004
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Pattern Classification

  2021cited by this paper
• Pattern Classification

  2012cited by this paper
• Robust and fast similarity search for moving object trajectories

  2005influential reference
• A multilevel distance-based index structure for multivariate time series

  2005cited by this paper
• Feature subset selection and feature ranking for multivariate time series

  2005influential reference
• Methods Towards Invasive Human Brain Computer Interfaces

  2004cited by this paper
• Indexing spatio-temporal trajectories with Chebyshev polynomials

  2004cited by this paper
• Support vector channel selection in BCI

  2004cited by this paper
• On The Marriage of Lp-norms and Edit Distance

  2004cited by this paper
• Detecting Change in Data Streams

  2004cited by this paper
• On the Marriage of Edit Distance and Lp Norms

  2004cited by this paper
• Bounded similarity querying for time-series data

  2004cited by this paper
• A PCA-based similarity measure for multivariate time series

  2004cited by this paper
• QCluster: relevance feedback using adaptive clustering for content-based image retrieval

  2003cited by this paper
• Real-time Pattern Isolation and Recognition Over Immersive Sensor Data Streams

  2003influential reference
• Performance Analysis of Time-Distance Gait Parameters under Different Speeds

  2003cited by this paper
• Active Feature Selection Using Classes

  2003cited by this paper
• Indexing multi-dimensional time-series with support for multiple distance measures

  2003cited by this paper
• An Introduction to Variable and Feature Selection

  2003cited by this paper
• AIMS: An Immersidata Management System

  2003cited by this paper
• Lower-Bounding of Dynamic Time Warping Distances for Multivariate Time Series

  2003cited by this paper
• Discovering similar multidimensional trajectories

  2002cited by this paper
• Temporal classification: extending the classification paradigm to multivariate time series

  2002cited by this paper
• A compact and efficient image retrieval approach based on border/interior pixel classification

  2002cited by this paper
• Gene Selection for Cancer Classification using Support Vector Machines

  2002cited by this paper
• Exact indexing of dynamic time warping

  2002cited by this paper
• Clustering of multivariate time-series data

  2002cited by this paper
• High-Dimensional Indexing

  2002cited by this paper
• Plant diagnostics by transient classification: The ALADDIN approach

  2002cited by this paper
• Searching in metric spaces with user-defined and approximate distances

  2002cited by this paper
• Indexing the Distance: An Efficient Method to KNN Processing

  2001influential reference
• Variable grouping in multivariate time series via correlation

  2001cited by this paper
• Searching in metric spaces

  2001cited by this paper
• Similarity Search for Adaptive Ellipsoid Queries Using Spatial Transformation

  2001cited by this paper
• Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases

  2001cited by this paper
• Indexing the Distance : An EÆcient Method to KNN Processing

  2001influential reference
• Data Mining: Concepts and Techniques

  2000cited by this paper
• The A-tree: An Index Structure for High-Dimensional Spaces Using Relative Approximation

  2000cited by this paper
• Mathematical Methods and Algorithms for Signal Processing

  1999influential reference
• On clustering fMRI time series.

  1999cited by this paper
• Indexing large metric spaces for similarity search queries

  1999cited by this paper
• Wrappers for Feature Subset Selection

  1997cited by this paper
• M-tree: An Efficient Access Method for Similarity Search in Metric Spaces

  1997influential reference
• Event related potentials during object recognition tasks.

  1995cited by this paper
• In information retrieval: data structures and algorithms

  1992cited by this paper
• A User's Guide to Principal Components.

  1991cited by this paper
• Some tests for common principal component subspaces in several groups

  1991cited by this paper
• Common Principal Components in k Groups

  1984cited by this paper
• Performance tradeoffs in dynamic time warping algorithms for isolated word recognition

  1980cited by this paper
• Between-Groups Comparison of Principal Components

  1979influential reference
• Dynamic programming algorithm optimization for spoken word recognition

  1978influential reference

• Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series

  2025cites this paper
• ASD-SWNet: a novel shared-weight feature extraction and classification network for autism spectrum disorder diagnosis

  2024influential citation
• Efficient detection of multivariate correlations with different correlation measures

  2023cites this paper
• Multivariate Time-Series Classification of Critical Events from Industrial Drying Hopper Operations: A Deep Learning Approach

  2023influential citation
• A Review of Outlier Detection and Robust Estimation Methods for High Dimensional Time Series Data

  2023cites this paper
• To what extent naringenin binding and membrane depolarization shape mitoBK channel gating—A machine learning approach

  2022cites this paper
• A Hybrid Signal-Based Fault Diagnosis Method for Lithium-Ion Batteries in Electric Vehicles

  2021cites this paper
• Weather Forecasting Based on Supervised Learning Using K-Nearest Neighbour Algorithm

  2021cites this paper
• VIGOR: A Versatile, Individualized and Generative ORchestrator to Motivate the Movement of the People with Limited Mobility

  2021cites this paper
• Application of Machine-Learning Methods to Recognize mitoBK Channels from Different Cell Types Based on the Experimental Patch-Clamp Results

  2021cites this paper
• Similarity Measure of Time Series Based on Feature Extraction

  2020influential citation
• Unsupervised Classification of Multivariate Time Series Using VPCA and Fuzzy Clustering With Spatial Weighted Matrix Distance

  2020cites this paper
• The use of machine learning and deep learning algorithms in functional magnetic resonance imaging—A systematic review

  2020cites this paper
• Essays on modeling and analysis of dynamic sociotechnical systems

  2020cites this paper
• Deep Neural Networks for the Sequential Probability Ratio Test on Non-i.i.d. Data Series

  2020cites this paper
• Similarity Measure of Multivariate Time Series Based on Segmentation

  2020cites this paper
• Gaussian Smoothing Filter for Improved EMG Signal Modeling

  2020cites this paper
• The shocklet transform: a decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series

  2019cites this paper
• Enhancing Classification Performance of Temporal Keyword Data by Using Moving Average-based Dynamic Time Warping Method

  2019cites this paper
• Speed up dynamic time warpingof multivariate time series

  2019cites this paper
• Virtual Tai-Chi System: A smart-connected modality for rehabilitation

  2018cites this paper
• Data Abstraction for Visualizing Large Time Series

  2018cites this paper
• Pattern Clustering of Hysteresis Time Series With Multivalued Mapping Using Tensor Decomposition

  2018influential citation
• Clustering short temporal behaviour sequences for customer segmentation using LDA

  2018cites this paper
• Classification of Posture Reconstruction with Univariate Time Series Data Type

  2018cites this paper
• Multi-operator Temporal Decision Trees

  2018cites this paper
• Generalized Framework for Similarity Measure of Time Series

  2018influential citation
• Turning Function Based Distance Measure for Searching Similar ECG trajectories

  2017cites this paper
• Distance measure with improved lower bound for multivariate time series

  2017cites this paper
• Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data

  2017cites this paper
• Corrected: 9-26-2017 IMPROVING THE EFFICIENCY OF STOCHASTIC COMPOSITE SIMULATION MODELS VIA RESULT CACHING

  2017cites this paper
• Closest History Flow Field Forecasting for IEEE CSCI-ISCS

  2016cites this paper
• A Literature Survey of Early Time Series Classification and Deep Learning

  2016cites this paper
• MTS-DeepNet for lane change prediction

  2016cites this paper
• Dificulty Adjustment in Tetris with Time Series

  2016cites this paper
• Photogrammetrie und Fernerkundung Context-based classification of urban structure types using spaceborne InSAR images Tessio Novack

  2016cites this paper
• Forecasting Tourism Demand in Europe

  2016cites this paper
• Similarity measure for multivariate time series based on dynamic time warping

  2016cites this paper
• Accurate and efficient classification based on common principal components analysis for multivariate time series

  2016cites this paper
• Context-aware edge similarity segmentation algorithm of time series

  2016cites this paper
• Understanding computer usage evolution

  2015cites this paper
• Multivariate Time Series Prediction Based on Multi-Output Support Vector Regression

  2014cites this paper
• Improving the efficiency of stochastic composite simulation models via result caching

  2014cites this paper
• Generalized Framework for Similarity Measure of Time Series

  2014cites this paper
• Social network users clustering based on multivariate time series of emotional behavior

  2014cites this paper
• Weakly Principal Component Hashing with Multiple Tables

  2013cites this paper
• Novel Multivariate Time Series Clustering Approach for E-Governance of Crime Data

  2013cites this paper
• Estimating common principal components in high dimensions

  2013cites this paper
• Prediction of USD/JPY Exchange Rate Time Series Directional Status by KNN with Dynamic Time Warping AS Distance Function

  2013cites this paper
• Network-Based Segmentation of Biological Multivariate Time Series

  2013cites this paper
• Correlation based dynamic time warping of multivariate time series

  2012cites this paper
• Probabilistic characterization of nearest neighbor classifier

  2012cites this paper
• An environment for testing financial series predictors and learning such predictors with artificial neural networks

  2011cites this paper
• Incipient fault diagnosis of rolling element bearing based on wavelet packet transform and energy operator

  2011cites this paper
• Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval

  2011cites this paper
• Representations of Time in Symbol Grounding Systems

  2010cites this paper
• Learning to Recognize Agent Activities and Intentions

  2010cites this paper
• Fast Multivariate Search on Large Aviation Datasets

  2010cites this paper
• Fast and Flexible Multivariate Time Series Subsequence Search

  2010cites this paper
• Clustering Based on LLE For Financial Multivariate Time Series

  2009cites this paper
• An Efficient Similarity Search For Financial Multivariate Time Series

  2008influential citation
• Distribution-based similarity measures for multi-dimensional point set retrieval applications

  2008cites this paper
• Detecting outlier samples in multivariate time series dataset

  2008cites this paper
• DOKTORI (PhD) ÉRTEKEZÉS

  2007cites this paper
• Finding Discordant Subsequence in Multivariate Time Series

  2007cites this paper