Perin Ünal

According to our database, Perin Ünal authored at least 23 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals.

Bilgin Umut Deveci, Mert Celtikoglu, Özlem Albayrak, Perin Ünal, Pinar Kirci

Inf. Syst. Frontiers, August, 2024

A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation.

Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2024

2023

Optimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modeling.

Ozge Keremer, Fadil Can Malay, Bilgin Umut Deveci, Pinar Kirci, Perin Ünal

Proceedings of the Mobile Web and Intelligent Information Systems, 2023

Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines.

Perin Ünal, Seyithan Temel, Emre Ummak, Ahmet Murat Özbayoglu

Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023

A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection.

Abdüsselam Koç, Özlem Albayrak, Yasar Kurt, Perin Ünal

Proceedings of the IEEE International Conference on Big Data, 2023

2022

A Review: Sensors Used in Tool Wear Monitoring and Prediction.

Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2022

Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing.

Fatih Yalliç, Özlem Albayrak, Perin Ünal

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 2022

A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC.

Bilgin Umut Deveci, Hilal Bas, Emre Ummak, Özlem Albayrak, Perin Ünal

Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings.

Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

Control System Design and Implementation Based on Big Data and Ontology.

Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins.

Perin Ünal, Özlem Albayrak, Moez Jomâa, Arne J. Berre

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data.

Sahan Yoruç Selçuk, Perin Ünal, Özlem Albayrak, Moez Jomâa

Inf., 2021

Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images.

Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection.

Bilgin Umut Deveci, Mert Celtikoglu, Tilbe Alp, Özlem Albayrak, Perin Ünal, Pinar Kirci

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

2019

Reference Architectures and Standards for the Internet of Things and Big Data in Smart Manufacturing.

Perin Ünal

Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019

2018

A Smart Winter Service Platform and Route Planning Algorithm.

Perin Ünal, Yunuscan Kocak, Yunus Donmez

Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

2017

What installed mobile applications tell about their owners and how they affect users' download behavior.

Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren

Telematics Informatics, 2017

Exploring Behavior Change Features for Mobile Workout Applications.

Perin Ünal, Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, P. Erhan Eren, M. Sriram Iyengar

Proceedings of the Mobile Web and Intelligent Information Systems, 2017

2016

Personalization of Mobile Health Applications for Remote Health Monitoring.

Pinar Kirci, Perin Ünal

Proceedings of the International Workshop on Personalization in Persuasive Technology co-located with the 11th International Conference on Persuasive Technology (PT 2016), 2016

Impact of Individual Differences on the Use of Mobile Phones and Applications.

Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren

Proceedings of the Mobile Web and Intelligent Information Systems, 2016

2015

An Analysis on user profiles and usage preferences for mobile application recommendations ; Mobil uygulama tavsiyelerinde kullanıcı profilleri ve kullanım tercihlerinin analizi.

Perin Ünal

PhD thesis, 2015

A Study on User Perception of Mobile Commerce for Android and iOS Device Users.

Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren

Proceedings of the Mobile Web and Intelligent Information Systems, 2015

2014

An Exploratory Study on the Outcomes of Influence Strategies in Mobile Application Recommendations.

Perin Ünal, Tugba Taskaya-Temizel, P. Erhan Eren

Proceedings of the Second International Workshop on Behavior Change Support Systems co-located with the 9th International Conference on Persuasive Technology (PERSUASIVE 2014), 2014