Research
2025
Teaspoon: A Python Package for Topological Signal Processing
Firas A. Khasawneh, Elizabeth Munch, Danielle Barnes, Max M. Chumley, İsmail Güzel, Audun D. Myers, Sunia Tanweer, Sarah Tymochko, and Melih Yesilli
Journal of Open Source Software
2024
An Overall Equipment Efficiency Predictive Analysis of a Hydraulic Press System by Time Series Forecasting with Topological Features
Korkut Anapa, İsmail Güzel, Ceylan Yozgatlıgil
Proceedings of International Data Science and Statistics Congress: Artificial Intelligence, IDSSC 2024, October 2024
Bacterial microbiome diversity along poultry slaughtering lines: insights from chicken carcasses and environmental sources
Arife Ezgi Telli, Yusuf Biçer, Nihat Telli, Gonca Sönmez, Gamze Turkal, İsmail Güzel
Journal of Veterinary Research
2023
Classification of Stochastic Processes with Topological Data Analysis
İsmail Güzel, Atabey Kaygun
Concurrency and Computation: Practice and Experience
Phenolic Constituents, Antioxidant and Antimicrobial Activity and Clustering Analysis of Propolis Samples Based on PCA from Different Regions of Anatolia
Ümit Altuntaş, İsmail Güzel, Beraat Özçelik
Molecules
2022
Attitudes and Behaviors of Turkish Consumers Regarding the Olive Oil Consumption
Ümit Altuntaş, İsmail Güzel, Özlem Yılmaz, Sibel Uluata, Beraat Özçelik
Erzincan University Journal of Science and Technology
Classification of Stochastic Processes with Topological Data Analysis
İsmail Güzel, Atabey Kaygun
Proceedings of BASARIM 2022 - 7th High-Performance Computing Conference
A Case study on Identifying Bifurcation and Chaos with CROCKER Plots
İsmail Güzel, Elizabeth Munch, Firas A. Khasawneh
Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022 (SIAM Data Mining)
2021
2019
Operator Splitting Methods For Computation Of Eigenvalues Of Regular Sturm-Liouville Problems
İsmail Güzel, Meltem Adiyaman, Şennur Somalı
Survey in Mathematics and its Applications
Scientific Activities
BASARIM 2022 - 7th High-Performance Computing Conference, May 2022 slides
Applications of TDA Workshop: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning April 28, 2022 at SDM Conference slides
CMSE Student Research Symposium at MSU Nov, 2021 Michigan, USA slides
Topological Data Analysis at IMSI - Institute for Mathematical and Statistical Innovation April, 2021 poster
3rd Workshop of Association for Turkish Women in Maths May, 27-29 2016 Izmir, TURKEY link
Video Tutorials
This tutorial has three steps. One of them is about getting start with R and RStudio. Second of them is basically useage of ripserr and TDA package. Last one is about financial time series clustering with Persistence Landscapes. AATRN+WINCOMPTOP Tutorial-a-thon Fall 2021