2 citations · 2 across the 2 of their papers we have counts for
3 papers
math.AT2026
Persistent Homology of Time Series through Complex Networks
İsmail Güzel
We present a unified pipeline for univariate time series classification via complex networks and persistent homology. A time series is mapped to a graph through one of five constru…
stat.AP2025
Robust Short-Term OEE Forecasting in Industry 4.0 via Topological Data Analysis
Korkut Anapa, İsmail Güzel, Ceylan Yozgatlıgil
In Industry 4.0 manufacturing environments, forecasting Overall Equipment Efficiency (OEE) is critical for data-driven operational control and predictive maintenance. However, the…
math.DS2022★ 2 cited
A Case Study on Identifying Bifurcation and Chaos with CROCKER Plots
İsmail Güzel, Elizabeth Munch, Firas Khasawneh
The CROCKER plot is a coarsened but easy to visualize representation of the data in a one-parameter varying family of persistence barcodes. In this paper, we use the CROCKER plot t…