On the public citation graph
Dynamic Time Warping Under Product Quantization, With Applications to Time-Series Data Similarity Search
0 signed · 92 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-0-230-37405-8_1openalex-snapshot
Introduction to algorithms
inferredcites →https://doi.org/10.1007/978-3-030-22277-2_21openalex-snapshot
Secure Machine Learning Scenario from Big Data in Cloud Computing via Internet of Things Network
inferredcites →https://doi.org/10.1007/978-3-030-29962-0_21openalex-snapshot
Privacy-Preserving Collaborative Medical Time Series Analysis Based on Dynamic Time Warping
inferredcites →https://doi.org/10.1007/pl00011669openalex-snapshot
Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases
inferredcites →https://doi.org/10.1007/s10115-004-0154-9openalex-snapshot
Exact indexing of dynamic time warping
inferredcites →https://doi.org/10.1007/s10115-008-0131-9openalex-snapshot
Disk aware discord discovery: finding unusual time series in terabyte sized datasets
inferredcites →https://doi.org/10.1007/s10115-015-0878-8openalex-snapshot
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm
inferredcites →https://doi.org/10.1007/s10115-017-1119-0openalex-snapshot
Speeding up dynamic time warping distance for sparse time series data
inferredcites →https://doi.org/10.1007/s10618-012-0250-5openalex-snapshot
Experimental comparison of representation methods and distance measures for time series data
inferredcites →https://doi.org/10.1007/s10618-016-0483-9openalex-snapshot
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
inferredcites →https://doi.org/10.1007/s10618-018-0557-yopenalex-snapshot
Speeding up similarity search under dynamic time warping by pruning unpromising alignments
inferredcites →https://doi.org/10.1016/b978-012088469-8.50070-xopenalex-snapshot
On The Marriage of Lp-norms and Edit Distance
inferredcites →https://doi.org/10.1016/j.future.2016.11.031openalex-snapshot
Secure integration of IoT and Cloud Computing
inferredcites →https://doi.org/10.1016/j.inffus.2018.06.002openalex-snapshot
Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions
inferredcites →https://doi.org/10.1016/j.ins.2017.02.018openalex-snapshot
Dynamic Time Warping under limited warping path length
inferredcites →https://doi.org/10.1016/j.is.2007.07.002openalex-snapshot
A dimensionality reduction technique for efficient time series similarity analysis
inferredcites →https://doi.org/10.1016/j.is.2009.03.006openalex-snapshot
Time series analysis with multiple resolutions
inferredcites →https://doi.org/10.1016/j.measurement.2013.05.012openalex-snapshot
Improved piecewise vector quantized approximation based on normalized time subsequences
inferredcites →https://doi.org/10.1016/j.patcog.2010.09.013openalex-snapshot
A global averaging method for dynamic time warping, with applications to clustering
inferredcites →https://doi.org/10.1016/j.patrec.2018.11.013openalex-snapshot
A novel distance measure for time series: Maximum shifting correlation distance
inferredcites →https://doi.org/10.1109/iccv.2003.1238663openalex-snapshot
Video Google: a text retrieval approach to object matching in videos
inferredcites →https://doi.org/10.1109/icde.2001.914875openalex-snapshot
An index-based approach for similarity search supporting time warping in large sequence databases
inferredcites →https://doi.org/10.1109/icdmw.2019.00107openalex-snapshot
Mean-Removed Product Quantization for Approximate Nearest Neighbor Search
inferredcites →https://doi.org/10.1109/ictai.2015.65openalex-snapshot
Time Series Classification Based on Multi-codebook Piecewise Vector Quantized Approximation
inferredcites →https://doi.org/10.1109/jiot.2017.2766085openalex-snapshot
ADF: An Anomaly Detection Framework for Large-Scale PM2.5 Sensing Systems
inferredcites →https://doi.org/10.1109/jiot.2020.2985082openalex-snapshot
Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things
inferredcites →https://doi.org/10.1109/jsen.2017.2672735openalex-snapshot
A Vehicle Speed Estimation Algorithm Based on Dynamic Time Warping Approach
inferredcites →https://doi.org/10.1109/jsen.2019.2953938openalex-snapshot
Multi-Sensor Time-Series Classification for Activity Tracking Under Variable Length
inferredcites →https://doi.org/10.1109/tbme.2015.2468589openalex-snapshot
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/tits.2019.2957325openalex-snapshot
An Early Classification Approach for Multivariate Time Series of On-Vehicle Sensors in Transportation
inferredcites →https://doi.org/10.1109/tkde.2015.2462369openalex-snapshot
Similarity Measure Selection for Clustering Time Series Databases
inferredcites →https://doi.org/10.1109/tkde.2018.2817526openalex-snapshot
Online Product Quantization
inferredcites →https://doi.org/10.1109/tmm.2016.2625260openalex-snapshot
Scalable Image Retrieval by Sparse Product Quantization
inferredcites →https://doi.org/10.1109/tpami.2010.57openalex-snapshot
Product Quantization for Nearest Neighbor Search
inferredcites →https://doi.org/10.1109/tpami.2013.240openalex-snapshot
Optimized Product Quantization
inferredcites →https://doi.org/10.1109/tpami.2018.2853161openalex-snapshot
Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
inferredcites →https://doi.org/10.1109/tsp.2019.2897958openalex-snapshot
Adaptive Global Time Sequence Averaging Method Using Dynamic Time Warping
inferredcites →https://doi.org/10.1109/tsusc.2018.2817043openalex-snapshot
Advanced Media-Based Smart Big Data on Intelligent Cloud Systems
inferredcites →https://doi.org/10.1126/science.1242072openalex-snapshot
Clustering by fast search and find of density peaks
inferredcites →https://doi.org/10.1137/1.9781611974348.94openalex-snapshot
Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation
inferredcites →https://doi.org/10.1145/2339530.2339576openalex-snapshot
Searching and mining trillions of time series subsequences under dynamic time warping
inferredcites →https://doi.org/10.1145/2448096.2448103openalex-snapshot
Impact of sensor misplacement on dynamic time warping based human activity recognition using wearable computers
inferredcites →https://doi.org/10.1145/2554850.2554885openalex-snapshot
Fast time series classification under lucky time warping distance
inferredcites →https://doi.org/10.1145/2882903.2882963openalex-snapshot
Set-based Similarity Search for Time Series
inferredcites →https://doi.org/10.1145/347090.347153openalex-snapshot
Scaling up dynamic time warping for datamining applications
inferredcites →https://doi.org/10.3233/ida-2007-11508openalex-snapshot
Toward accurate dynamic time warping in linear time and space
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4484890openalex-extracted
Source-Load Coordinated Dispatching Model Taking into Account the Similarity between Renewable Energy and Load Power
inferred← citeshttps://doi.org/10.1007/978-3-031-18840-4_12openalex-snapshot
Elastic Product Quantization for Time Series
inferred← citeshttps://doi.org/10.1007/978-3-031-28694-0_10openalex-snapshot
Cycle Detection and Clustering for Cyber Physical Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-46994-7_2openalex-snapshot
Approximate Similarity Search for Time Series Data Enhanced by Section Min-Hash
inferred← citeshttps://doi.org/10.1007/s12206-026-0153-9openalex-snapshot
Alarm sequence pattern analysis techniques for alarm prediction in automated manufacturing processes
inferred← citeshttps://doi.org/10.1007/s41870-025-02575-0openalex-snapshot
DQVAE: leveraging adaptive modulated sigmoid, attention, and quantization for high-fidelity synthetic stock market data
inferred← citeshttps://doi.org/10.1007/s42452-024-05704-9openalex-snapshot
A two-step passenger flow anomaly detection scheme based on machine learning methods
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114256openalex-snapshot
FastTWE: Making TWE-based time-series similarity search faster via random convolutional kernels
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.124889openalex-snapshot
Accelerating time series similarity search under Move-Split-Merge distance via dissimilarity space embedding
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120546openalex-snapshot
FLEX: A fast and light-weight learned index for kNN search in high-dimensional space
inferred← citeshttps://doi.org/10.1016/j.jpowsour.2025.237192openalex-snapshot
Enhanced fault detection in lithium-ion battery energy storage systems via transfer learning-based conditional GAN under limited data
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.117488openalex-snapshot
A novel remote pipeline inspection gauge positioning scheme using dynamic iterative time warping
inferred← citeshttps://doi.org/10.1016/j.rcim.2025.103010openalex-snapshot
Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms
inferred← citeshttps://doi.org/10.1016/j.segan.2024.101499openalex-snapshot
Source-load coordinated dispatching model taking into account the similarity between renewable energy and load power
inferred← citeshttps://doi.org/10.1016/j.xcrp.2024.101830openalex-snapshot
Unleashing the benefits of smart grids by overcoming the challenges associated with low-resolution data
inferred← citeshttps://doi.org/10.1063/5.0237801openalex-snapshot
A novel and effective method for characterizing time series correlations based on martingale difference correlation
inferred← citeshttps://doi.org/10.1109/hpca53966.2022.00021openalex-snapshot
ANNA: Specialized Architecture for Approximate Nearest Neighbor Search
inferred← citeshttps://doi.org/10.1109/iecon58223.2025.11221538openalex-snapshot
Features Based Dynamic Time Warping of Multidimensional Series for Aligning Sensor Data
inferred← citeshttps://doi.org/10.1109/jiot.2022.3163181openalex-snapshot
Internet of Things in Sport Training: Application of a Rowing Propulsion Monitoring System
inferred← citeshttps://doi.org/10.1109/jiot.2024.3489963openalex-snapshot
Deep-Transfer-Learning-Based Intelligent Gunshot Detection and Firearm Recognition Using Tri-Axial Acceleration
inferred← citeshttps://doi.org/10.1109/jiot.2025.3555952openalex-snapshot
Simultaneous Localization and Rough Indoor Floorplan Mapping Combining PDR and FM/Wi-Fi Radio Signals
inferred← citeshttps://doi.org/10.1109/jiot.2025.3623880openalex-snapshot
MPFusionNet: Transformer-Based Multimodal Perception Fusion for Predictive Beamforming in Low-Altitude UAV Communication Networks
inferred← citeshttps://doi.org/10.1109/jiot.2026.3656890openalex-snapshot
AnGLEAuth: Sensor-Based Continuous Authentication via Adaptive Sample Generation and Global–Local Feature Encoding
inferred← citeshttps://doi.org/10.1109/jiot.2026.3662758openalex-snapshot
RACER: Fast and Accurate Time Series Clustering With Random Convolutional Kernels and Ensemble Methods
inferred← citeshttps://doi.org/10.1109/jiot.2026.3671806openalex-snapshot
UHF RFID Multiparameters Analog Sensor System Based on Time-Series Classification Algorithm
inferred← citeshttps://doi.org/10.1109/jsen.2024.3478214openalex-snapshot
Efficient Top-k DTW-Based Sensor Data Similarity Search Using Perceptually Important Points and Dual-Bound Filtering
inferred← citeshttps://doi.org/10.1109/jsen.2025.3598063openalex-snapshot
Optimization of Fingerprint Matching Localization Algorithm Based on RSSI in Wireless Sensor Network
inferred← citeshttps://doi.org/10.1109/lsp.2023.3316010openalex-snapshot
Similarity Measure of Time Series With Different Sampling Frequencies Based on Context Density Consistency and Dynamic Time Warping
inferred← citeshttps://doi.org/10.1145/3657641openalex-snapshot
An Explore–Exploit Workload-Bounded Strategy for Rare Event Detection in Massive Energy Sensor Time Series
inferred← citeshttps://doi.org/10.1177/09544070231189910openalex-snapshot
Improved convolutional neural network and spectrogram image feature for traffic sound event classification
inferred← citeshttps://doi.org/10.1587/transinf.2024dap0004openalex-snapshot
Section Min-Hash Approximating Time Series Search based on Dynamic Time Warping
inferred← citeshttps://doi.org/10.2139/ssrn.5180352openalex-snapshot
NOOPS: Nonmyopic Feedback-Driven Pattern Search in Multivariate Time Series
inferred← citeshttps://doi.org/10.2139/ssrn.5193693openalex-snapshot
Noops: Nonmyopic Feedback-Driven Pattern Search in Multivariate Time Series
inferred← citeshttps://doi.org/10.2139/ssrn.5272676openalex-snapshot
Multi-Ins: A Novel Approach Integrating Online Shared Magnetic Fingerprints for Multi-Person Inertial Navigation System
inferred← citeshttps://doi.org/10.2478/amns-2024-2258openalex-snapshot
Path2Vec: A Deep Representation Learning Method for Trajectory Feature Extraction and HYSPLIT Uncertainty Quantification
inferred← citeshttps://doi.org/10.2478/ttj-2024-0030openalex-snapshot
Inferring Traffic Patterns of Dhaka City: A Spatio-Temporal Analysis Over a Year
inferred← citeshttps://doi.org/10.3390/app15189957openalex-snapshot
A Novel Recognition-Before-Tracking Method Based on a Beam Constraint in Passive Radars for Low-Altitude Target Surveillance
inferred← citeshttps://doi.org/10.3390/en15238783openalex-snapshot
Virtual Collection for Distributed Photovoltaic Data: Challenges, Methodologies, and Applications
inferred← citeshttps://doi.org/10.3390/jmse11071268openalex-snapshot
Research into Ship Trajectory Prediction Based on An Improved LSTM Network
inferred← citeshttps://doi.org/10.3390/pr12020288openalex-snapshot
Line–Household Relationship Identification Method for a Low-Voltage Distribution Network Based on Voltage Clustering and Electricity Consumption Characteristics
inferred← citeshttps://doi.org/10.61927/igmin123openalex-snapshot
A Survey of Motion Data Processing and Classification Techniques Based on Wearable Sensors
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.