Firas A. Khasawneh

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 32

Top Topics

Transfer Learning

Topological Features

Persistent Homology

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

Publications

Sunia Tanweer, Firas A. Khasawneh, Elizabeth Munch
Robust Zero-crossings Detection in Noisy Signals using Topological Signal Processing. CoRR (2023)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Persistence of Weighted Ordinal Partition Networks for Dynamic State Detection. SIAM J. Appl. Dyn. Syst. 22 (1) (2023)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. Found. Comput. Math. 23 (4) (2023)
Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch
Correction: Temporal network analysis using zigzag persistence. EPJ Data Sci. 12 (1) (2023)
Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch
Temporal network analysis using zigzag persistence. EPJ Data Sci. 12 (1) (2023)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Topological Signal Processing using the Weighted Ordinal Partition Network. CoRR (2022)
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)
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
Temporal Network Analysis Using Zigzag Persistence. CoRR (2022)
Audun D. Myers, Firas A. Khasawneh, Elizabeth Munch
Persistent Homology of Coarse Grained State Space Networks. 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)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems. Algorithms 13 (11) (2020)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Using Zigzag Persistent Homology to Detect Hopf Bifurcations in Dynamical Systems. CoRR (2020)
Zhaojian Li, Firas A. Khasawneh, Xiang Yin, Aoxue Li, Ziyou Song
A New Microscopic Traffic Model Using a Spring-Mass-Damper-Clutch System. IEEE Trans. Intell. Transp. Syst. 21 (8) (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)
Audun Myers, Firas A. Khasawneh
On the Automatic Parameter Selection for Permutation Entropy. CoRR (2019)
Jose A. Perea, Elizabeth Munch, Firas A. Khasawneh
Approximating Continuous Functions on Persistence Diagrams Using Template Functions. CoRR (2019)
Audun D. Myers, Firas A. Khasawneh
Delay Parameter Selection in Permutation Entropy Using Topological Data Analysis. CoRR (2019)
Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch
Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. CoRR (2019)
Zhaojian Li, Firas A. Khasawneh, Xiang Yin, Aoxue Li, Ziyou Song
A New Microscopic Traffic Model Using a Spring-Mass-Damper-Clutch System. CoRR (2019)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Adaptive Partitioning for Template Functions on Persistence Diagrams. ICMLA (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)
Sarah Tymochko, Elizabeth Munch, Firas A. Khasawneh
Adaptive Partitioning for Template Functions on Persistence Diagrams. 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)
Audun Myers, Elizabeth Munch, Firas A. Khasawneh
Persistent Homology of Complex Networks for Dynamic State Detection. CoRR (2019)
Firas A. Khasawneh, Elizabeth Munch
Topological Data Analysis for True Step Detection in Piecewise Constant Signals. CoRR (2018)
Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis. CoRR (2018)
Shahab Torkamani, Eric A. Butcher, Firas A. Khasawneh
Parameter identification in periodic delay differential equations with distributed delay. Commun. Nonlinear Sci. Numer. Simul. 18 (4) (2013)
Firas A. Khasawneh, Brian P. Mann
A spectral element approach for the stability analysis of time-periodic delay equations with multiple delays. Commun. Nonlinear Sci. Numer. Simul. 18 (8) (2013)
Firas A. Khasawneh, Brian P. Mann
Stability of delay integro-differential equations using a spectral element method. Math. Comput. Model. 54 (9-10) (2011)