Ramazan Aygun

According to our database, Ramazan Aygun authored at least 20 papers between 2016 and 2024.

Collaborative distances:

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

2024

Functional Validation of Supervised Learning Tasks for Reproducible Machine Learning.

Ayush Patel, Ramazan Aygun

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Semanformer: Semantics-aware Embedding Dimensionality Reduction Using Transformer-Based Models.

Mallika Boyapati, Ramazan Aygun

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

Design and Implementation of Multithreaded CAD-Enabled LoRa Simulator for Massive IoT.

Jui Mhatre, Ahyoung Lee, Hoseon Lee, Ramazan Aygun

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

2023

Default Prediction on Commercial Credit Big Data Using Graph-based Variable Clustering.

Mallika Boyapati, Ramazan Aygun

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

2022

Quantification and Mitigation of Directional Pairwise Class Confusion Bias in a Chatbot Intent Classification Model.

Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Int. J. Semantic Comput., 2022

ConvoForest Classification of New and Familiar Faces using EEG.

Femi William, Ramazan Aygun

Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Directional Pairwise Class Confusion Bias and Its Mitigation.

Sudhashree Sayenju, Ramazan Aygun, Jonathan Boardman, Duleep Prasanna Rathgamage Don, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022

Video Origin Camera Identification using Ensemble CNNs of Positional Patches.

Maryna Veksler, Ramazan Aygun, Kemal Akkaya, S. Sitharama Iyengar

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Video Alignment of Lecture Notes Missing Corners.

Adeyemi Fagbemi, Ramazan Aygun, Mahmut Karakaya, Nesrin Sahin

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification.

Duleep Rathamage Don, Jonathan Boardman, Sudhashree Sayenju, Ramazan Aygun, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

ImpartialGAN: Fair and Unbiased Classification.

Neha Bhargava, Yves Junior Kwame Kamgaing, Ramazan Aygun

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Stereotype and Categorical Bias Evaluation via Differential Cosine Bias Measure.

Sudhashree Sayenju, Ramazan Aygun, Bill Franks, Sereres Johnston, George Lee, Girish Modgil

Proceedings of the IEEE International Conference on Big Data, 2022

EEG-based audiovisual face-name association classifications using transfer learning.

Femi William, Ramazan Aygun, Feng Zhu

Proceedings of the ACM SE '22: 2022 ACM Southeast Conference, Virtual Event, April 18, 2022

2021

PRNU-based Source Camera Identification for Multimedia Forensics.

Eitan Flor, Ramazan Aygun, Suat Mercan, Kemal Akkaya

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Spectra-based Classification of Audiovisual and Visuospatial Face-name Associative Memories using EEG.

Femi William, Feng Zhu, Ramazan Aygun, Mattie Ponter

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

ERP Template Matching for EEG Single Trial Classification.

Femi William, Ramazan Aygun, Feng Zhu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2018

Multimedia Retrieval that Works.

Ramazan Aygun, Wanda Benesova

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

2017

Human Action Classification Using Temporal Slicing for Deep Convolutional Neural Networks.

Nathan Henderson, Ramazan Aygun

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

2016

User characterization for online social networks.

Tayfun Tuna, Esra Akbas, Ahmet Aksoy, Muhammed Abdullah Canbaz, Umit Karabiyik, Bilal Gonen, Ramazan Aygun

Soc. Netw. Anal. Min., 2016

A Survey of Social Network Forensics.

Umit Karabiyik, Muhammed Abdullah Canbaz, Ahmet Aksoy, Tayfun Tuna, Esra Akbas, Bilal Gonen, Ramazan Aygun

J. Digit. Forensics Secur. Law, 2016