A systematic data characteristic understanding framework towards physical-sensor big data challenges

22 January 2025

Papers citing "A systematic data characteristic understanding framework towards physical-sensor big data challenges"

7 / 7 papers shown

Title
DataPro -- A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project Zhipeng Ma Bo Nørregaard Jørgensen Z. Ma 103 0 0 21 Jan 2025
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series Zhipeng Ma Marco Kemmerling Daniel Buschmann Chrismarie Enslin Daniel Lutticke Robert H. Schmitt CML 66 3 0 04 Mar 2024
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications Zhipeng Ma Bo Nørregaard Jørgensen Z. Ma 44 1 0 04 Mar 2024
Serverless data pipeline approaches for IoT data in fog and cloud computing Shivananda R. Poojara C. Dehury Pelle Jakovits S. Srirama 62 35 0 18 Dec 2021
A review on outlier/anomaly detection in time series data Ane Blázquez-García Angel Conde U. Mori Jose A. Lozano AI4TS 72 749 0 11 Feb 2020
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics Yanfei Kang Rob J. Hyndman Feng Li AI4TS 85 106 0 07 Mar 2019
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 157 1,290 0 07 Aug 2013