Related references
Note: Only part of the references are listed.Temporal Clustering Based Thermal Condition Monitoring in Building
Naima Khan et al.
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS (2021)
被撤回的出版物: Deep learning for real-time semantic segmentation: Application in ultrasound imaging (Retracted article. See vol. 159, pg. 222, 2022)
Abdeldjalil Ouahabi et al.
PATTERN RECOGNITION LETTERS (2021)
Pruning CNN filters via quantifying the importance of deep visual representations
Ali Alqahtani et al.
COMPUTER VISION AND IMAGE UNDERSTANDING (2021)
Concurrent time-series selections using deep learning and dimension reduction
Mohammed Ali et al.
KNOWLEDGE-BASED SYSTEMS (2021)
Literature Review of Deep Network Compression
Ali Alqahtani et al.
INFORMATICS-BASEL (2021)
Heartbeat classification using deep residual convolutional neural network from 2-lead electrocardiogram
Zhi Li et al.
JOURNAL OF ELECTROCARDIOLOGY (2020)
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables
Qianli Ma et al.
IEEE TRANSACTIONS ON CYBERNETICS (2020)
StreamStory: Exploring Multivariate Time Series on Multiple Scales
Luka Stopar et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2019)
Autonomous supervision and optimization of product quality in a multi-stage manufacturing process based on self-adaptive prediction models
Edwin Lughofer et al.
JOURNAL OF PROCESS CONTROL (2019)
Real-time condition monitoring and fault detection of components based on machine-learning reconstruction model
Chunzhen Yang et al.
RENEWABLE ENERGY (2019)
Unsupervised Clustering of Seismic Signals Using Deep Convolutional Autoencoders
S. Mostafa Mousavi et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)
Clustering-Based Residential Baseline Estimation: A Probabilistic Perspective
Mingyang Sun et al.
IEEE TRANSACTIONS ON SMART GRID (2019)
Deep learning for clustering of multivariate clinical patient trajectories with missing values
Johann de Jong et al.
GIGASCIENCE (2019)
Short-Term Traffic Prediction Based on DeepCluster in Large-Scale Road Networks
Lingyi Han et al.
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2019)
The UCR Time Series Archive
Hoang Anh Dau et al.
IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2019)
Clustering and Classification for Time Series Data in Visual Analytics: A Survey
Mohammed Ali et al.
IEEE ACCESS (2019)
Urban Mobility Analysis With Mobile Network Data: A Visual Analytics Approach
Hansi Senaratne et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2018)
An Interactive Visual Analytics Platform for Smart Intelligent Transportation Systems Management
Ilias Kalamaras et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2018)
SOM Flow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
Dominik Sacha et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)
Visualizing Big Data Outliers through Distributed Aggregation
Leland Wilkinson
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data
Shunan Guo et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)
Sequence Synopsis: Optimize Visual Summary of Temporal Event Data
Yuanzhe Chen et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2018)
shapeDTW: Shape Dynamic Time Warping
Jiaping Zhao et al.
PATTERN RECOGNITION (2018)
Discriminatively boosted image clustering with fully convolutional auto-encoders
Fengfu Li et al.
PATTERN RECOGNITION (2018)
Anomaly Detection for Road Traffic: A Visual Analytics Framework
Maria Riveiro et al.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2017)
Visplause: Visual Data Quality Assessment of Many Time Series Using Plausibility Checks
Clemens Arbesser et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)
Visualization of Time-Varying Weather Ensembles Across Multiple Resolutions
Ayan Biswas et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)
Designing Progressive and Interactive Analytics Processes for High-Dimensional Data Analysis
Cagatay Turkay et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2017)
LSTM: A Search Space Odyssey
Klaus Greff et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2017)
Visual analytics of time-varying multivariate ionospheric scintillation data
Aurea Soriano-Vargas et al.
COMPUTERS & GRAPHICS-UK (2017)
Exploiting multi-channels deep convolutional neural networks for multivariate time series classification
Yi Zheng et al.
FRONTIERS OF COMPUTER SCIENCE (2016)
ESTIMATION OF SEMIVARYING COEFFICIENT TIME SERIES MODELS WITH ARMA ERRORS
Huang Lei et al.
ANNALS OF STATISTICS (2016)
Classification for consumption data in smart grid based on forecasting time series
Kalman Tornai et al.
ELECTRIC POWER SYSTEMS RESEARCH (2016)
Visual Analysis of Cloud Computing Performance Using Behavioral Lines
Chris Muelder et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)
Mobility Graphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering
Tatiana von Landesberger et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)
VA(2): A Visual Analytics Approach for // Evaluating Visual Analytics Applications
Tanja Blascheck et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)
A Visual Analytics Approach to Dynamic Network Exploration
Stef van den Elzen et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)
TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems
Nan Cao et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2016)
Time series clustering via community detection in networks
Leonardo N. Ferreira et al.
INFORMATION SCIENCES (2016)
A feature-based trust sequence classification algorithm
Hamdi Yahyaoui et al.
INFORMATION SCIENCES (2016)
Visual analytics of smogs in China
Jie Li et al.
JOURNAL OF VISUALIZATION (2016)
ENTVis: A Visual Analytic Tool for Entropy-Based Network Traffic Anomaly Detection
Fangfang Zhou et al.
IEEE COMPUTER GRAPHICS AND APPLICATIONS (2015)
A distance based time series classification framework
Huseyin Kaya et al.
INFORMATION SYSTEMS (2015)
Time-series clustering - A decade review
Saeed Aghabozorgi et al.
INFORMATION SYSTEMS (2015)
TimeClassifier: a visual analytic system for the classification of multi-dimensional time series data
James S. Walker et al.
VISUAL COMPUTER (2015)
Prying into the intimate secrets of animal lives; software beyond hardware for comprehensive annotation in 'Daily Diary' tags
James S. Walker et al.
MOVEMENT ECOLOGY (2015)
Step by step: reconstruction of terrestrial animal movement paths by dead-reckoning
O. R. Bidder et al.
MOVEMENT ECOLOGY (2015)
Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Martin Steiger et al.
COMPUTER GRAPHICS FORUM (2014)
Highly Comparative Feature-Based Time-Series Classification
Ben D. Fulcher et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2014)
Stroscope: Multi-Scale Visualization of Irregularly Measured Time-Series Data
Myoungsu Cho et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2014)
VAET: A Visual Analytics Approach for E-transactions Time-Series
Cong Xie et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2014)
MViewer: mobile phone spatiotemporal data viewer
Jiansu Pu et al.
FRONTIERS OF COMPUTER SCIENCE (2014)
Experimental comparison of representation methods and distance measures for time series data
Xiaoyue Wang et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2013)
A Web-based semantic tagging and activity recognition system for species' accelerometry data
Lianli Gao et al.
ECOLOGICAL INFORMATICS (2013)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places
Gennady Andrienko et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)
Supporting the Visual Analysis of Dynamic Networks by Clustering associated Temporal Attributes
Steffen Hadlak et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)
MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
Juergen Bernard et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2013)
Clustering of financial time series
Pierpaolo D'Urso et al.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2013)
Identifying Place Histories from Activity Traces with an Eye to Parameter Impact
Gennady Andrienko et al.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (2012)
On Higher Ground: How Well Can Dynamic Body Acceleration Determine Speed in Variable Terrain?
Owen R. Bidder et al.
PLOS ONE (2012)
Interactive Visual Analysis of Temporal Cluster Structures
C. Turkay et al.
COMPUTER GRAPHICS FORUM (2011)
A review on time series data mining
Tak-chung Fu
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2011)
Parallel Spectral Clustering in Distributed Systems
Wen-Yen Chen et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2011)
Dynamic time warping constraint learning for large margin nearest neighbor classification
Daren Yu et al.
INFORMATION SCIENCES (2011)
A global averaging method for dynamic time warping, with applications to clustering
Francois Petitjean et al.
PATTERN RECOGNITION (2011)
Mayday - integrative analytics for expression data
Florian Battke et al.
BMC BIOINFORMATICS (2010)
Visual cluster analysis of trajectory data with interactive Kohonen maps
Tobias Schreck et al.
INFORMATION VISUALIZATION (2009)
Automatic clustering using an improved differential evolution algorithm
Swagatam Das et al.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS (2008)
Interactive visual analysis of time-series microarray data
Dong Hyun Jeong et al.
VISUAL COMPUTER (2008)
Identification of animal movement patterns using tri-axial accelerometry
ELC Shepard et al.
Endangered Species Research (2008)
Prying into the intimate details of animal lives: use of a daily diary on animals
RP Wilson et al.
Endangered Species Research (2007)
Clustering of time series data - a survey
TW Liao
PATTERN RECOGNITION (2005)
Clustering multivariate time-series data
A Singhal et al.
JOURNAL OF CHEMOMETRICS (2005)
Exact indexing of dynamic time warping
E Keogh et al.
KNOWLEDGE AND INFORMATION SYSTEMS (2005)
Recursive self-organizing maps
T Voegtlin
NEURAL NETWORKS (2002)
Low-complexity fuzzy relational clustering algorithms for Web mining
R Krishnapuram et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2001)
Feature normalization and likelihood-based similarity measures for image retrieval
S Aksoy et al.
PATTERN RECOGNITION LETTERS (2001)
Querying time series data based on similarity
D Rafiei et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2000)