Chatter Classification in Turning Using Machine Learning and Topological Data Analysis

23 March 2018

Papers citing "Chatter Classification in Turning Using Machine Learning and Topological Data Analysis"

11 / 11 papers shown

Title
Topology combined machine learning for consonant recognition Pingyao Feng Siheng Yi Qingrui Qu Zhiwang Yu Yifei Zhu 51 0 0 26 Nov 2023
Topological Data Analysis in smart manufacturing Martin Uray Barbara Giunti Michael Kerber Stefan Huber AI4CE 28 3 0 13 Oct 2023
Transfer Learning for Autonomous Chatter Detection in Machining Melih C. Yesilli Firas A. Khasawneh B. Mann 34 25 0 11 Apr 2022
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition Yan Yan Xuan Wu Chengdong Li Yini He Zhicheng Zhang Huihui Li Ang Li Lei Wang 60 16 0 14 Mar 2022
Data-driven and Automatic Surface Texture Analysis Using Persistent Homology Melih C. Yesilli Firas A. Khasawneh 11 4 0 19 Oct 2021
Topological Attention for Time Series Forecasting Sebastian Zeng Florian Graf Christoph Hofer Roland Kwitt AI4TS 54 26 0 19 Jul 2021
On Transfer Learning of Traditional Frequency and Time Domain Features in Turning Melih C. Yesilli Firas A. Khasawneh 11 8 0 28 Aug 2020
Topology of deep neural networks Gregory Naitzat A. Zhitnikov Lek-Heng Lim AI4CE 58 133 0 13 Apr 2020
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector Melih C. Yesilli Sarah Tymochko Firas A. Khasawneh E. Munch 34 19 0 27 Oct 2019
Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping Melih C. Yesilli Firas A. Khasawneh Andreas Otto 21 28 0 05 Aug 2019
Topological Feature Vectors for Chatter Detection in Turning Processes Melih C. Yesilli Firas A. Khasawneh Andreas Otto 49 29 0 21 May 2019