Melih C. Yesilli

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Texture Analysis

Topological Features

Transfer Learning

Persistent Homology

Top Venues

Publications

Max M. Chumley, Melih C. Yesilli, Jisheng Chen, Firas A. Khasawneh, Yang Guo
Pattern Characterization Using Topological Data Analysis: Application to Piezo Vibration Striking Treatment. CoRR (2022)
Melih C. Yesilli, Max M. Chumley, Jisheng Chen, Firas A. Khasawneh, Yang Guo
Topological Measures for Pattern quantification of Impact Centers in Piezo Vibration Striking Treatment (PVST). CoRR (2022)
Melih C. Yesilli, Firas A. Khasawneh, Brian P. Mann
Transfer Learning for Autonomous Chatter Detection in Machining. CoRR (2022)
Melih C. Yesilli, Jisheng Chen, Firas A. Khasawneh, Yang Guo
Automated Surface Texture Analysis via Discrete Cosine Transform and Discrete Wavelet Transform. CoRR (2022)
Melih C. Yesilli, Firas A. Khasawneh
Data-driven and Automatic Surface Texture Analysis Using Persistent Homology. ICMLA (2021)
Melih C. Yesilli, Firas A. Khasawneh
Data-driven and Automatic Surface Texture Analysis Using Persistent Homology. CoRR (2021)
Melih C. Yesilli, Firas A. Khasawneh
On Transfer Learning of Traditional Frequency and Time Domain Features in Turning. CoRR (2020)
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
Topological Feature Vectors for Chatter Detection in Turning Processes. CoRR (2019)
Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. ICMLA (2019)
Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. CoRR (2019)
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition. CoRR (2019)
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping. CoRR (2019)