Cover Image

Multivariate Time Series Cleaning under Speed Constraints

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Aoqian, Wu, Zexue, Gong, Yifeng, Yuan, Ye, Wang, Guoren
Format:	Preprint
Published:	2024
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DTMamba : Dual Twin Mamba for Time Series Forecasting
by: Wu, Zexue, et al.
Published: (2024)

Sync Without Guesswork: Incomplete Time Series Alignment
by: Jia, Ding, et al.
Published: (2025)

AegisTS: A Hierarchical Agent System with Reinforcement Learning for Multivariate Time Series Data Cleaning
by: Shi, Yuhan, et al.
Published: (2026)

StreamTGN: A GPU-Efficient Serving System for Streaming Temporal Graph Neural Networks
by: Zhang, Lingling, et al.
Published: (2026)

MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance
by: d'Hondt, Jens E., et al.
Published: (2025)

Graph-Based Feature Augmentation for Predictive Tasks on Relational Datasets
by: Qiao, Lianpeng, et al.
Published: (2025)

CARPO: Leveraging Listwise Learning-to-Rank for Context-Aware Query Plan Optimization
by: Zhou, Wenrui, et al.
Published: (2025)

TLSQL: Table Learning Structured Query Language
by: Chen, Feiyang, et al.
Published: (2026)

Effective Bug Detection in Graph Database Engines: An LLM-based Approach
by: Wu, Jiayi, et al.
Published: (2024)

CardOOD: Robust Query-driven Cardinality Estimation under Out-of-Distribution
by: Li, Rui, et al.
Published: (2024)

Data Cleaning Using Large Language Models
by: Zhang, Shuo, et al.
Published: (2024)

Optimal $(α,β)$-Dense Subgraph Search in Bipartite Graphs
by: Zhang, Yalong, et al.
Published: (2025)

Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection
by: Wang, Yuanyi, et al.
Published: (2024)

MCI: A Maximal Clique Index for Efficient Arbitrary-Filtered Approximate Nearest Neighbor Search
by: Ye, Xiaowei, et al.
Published: (2026)

QUEST: Query Optimization in Unstructured Document Analysis
by: Sun, Zhaoze, et al.
Published: (2025)

E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series
by: Lai, Zhichen, et al.
Published: (2024)

Cleaning data with Swipe
by: Boeckling, Toon, et al.
Published: (2024)

Let's Play Tag: Linear Time Evaluation of Conjunctive Queries under TGD Constraints
by: Carmeli, Nofar, et al.
Published: (2026)

Benchmarking Time Series Databases with IoTDB-Benchmark for IoT Scenarios
by: Liu, Rui, et al.
Published: (2019)

Unstructured Data Analysis using LLMs: A Comprehensive Benchmark
by: Deng, Qiyan, et al.
Published: (2025)

Data Cleaning of Data Streams
by: Restat, Valerie, et al.
Published: (2025)

Repairing Property Graphs under PG-Constraints
by: Spinrath, Christopher, et al.
Published: (2026)

Efficient Antagonistic k-plex Enumeration in Signed Graphs
by: Xu, Lantian, et al.
Published: (2024)

RNSG: A Range-Aware Graph Index for Efficient Range-Filtered Approximate Nearest Neighbor Search
by: Zou, Zhiqiu, et al.
Published: (2026)

SCOPE: Cost-Efficient Model Selection for Compound AI Systems under Quality Constraints
by: Huang, Yiqian, et al.
Published: (2026)

MMTS-BENCH: A Comprehensive Benchmark for Time Series Understanding and Reasoning
by: Yin, Yao, et al.
Published: (2026)

Influential Billboard Slot Selection under Zonal Influence Constraint
by: Ali, Dildar, et al.
Published: (2024)

RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes
by: Naeem, Zan Ahmad, et al.
Published: (2023)

A Computationally Efficient Framework for Overlapping Community Detection in Large Bipartite Graphs
by: Zeng, Yue, et al.
Published: (2025)

Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs
by: Yang, Yichun, et al.
Published: (2026)

Efficient Rare Temporal Pattern Mining in Time Series
by: Long, Van Ho, et al.
Published: (2024)

Step-by-Step Data Cleaning Recommendations to Improve ML Prediction Accuracy
by: Mohammed, Sedir, et al.
Published: (2025)

LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs
by: Biester, Fabian, et al.
Published: (2024)

RED2Hunt: an Actionable Framework for Cleaning Operational Databases with Surrogate Keys
by: Marcy, Mathilde, et al.
Published: (2025)

Multivariate Time-series Anomaly Detection via Dynamic Model Pool & Ensembling
by: Hu, Wei, et al.
Published: (2026)

Improving Data Cleaning Using Discrete Optimization
by: Smith, Kenneth, et al.
Published: (2024)

TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis
by: Liang, Zhiyu, et al.
Published: (2024)

FedST: Secure Federated Shapelet Transformation for Time Series Classification
by: Liang, Zhiyu, et al.
Published: (2023)

ByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics
by: Han, Yuxing, et al.
Published: (2026)

TODS: An Automated Time Series Outlier Detection System
by: Lai, Kwei-Herng, et al.
Published: (2020)