Ismail Uysal

According to our database, Ismail Uysal authored at least 36 papers between 2005 and 2023.

Collaborative distances:

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

2023

Precision Agriculture Using Soil Sensor Driven Machine Learning for Smart Strawberry Production.

Rania Elashmawy, Ismail Uysal

Sensors, February, 2023

ML Approach to Improve the Costs and Reliability of a Wireless Sensor Network.

Mehmet Bugrahan Ayanoglu, Ismail Uysal

Sensors, 2023

2022

Rich learning representations for human activity recognition: How to empower deep feature learning for biological time series.

Ria Kanjilal, Ismail Uysal

J. Biomed. Informatics, 2022

Anomaly Detection in Self-Organizing Networks: Conventional Versus Contemporary Machine Learning.

Muhammed Furkan Kucuk, Ismail Uysal

IEEE Access, 2022

Fast, Robust & Light Machine Learning for Signal Classification in Next Generation Mobile Networks.

Muhammed Furkan Kucuk, Ismail Uysal

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

2021

Sequential Attack Detection in Recommender Systems.

Mehmet Aktukmak, Yasin Yilmaz, Ismail Uysal

IEEE Trans. Inf. Forensics Secur., 2021

The Future of Human Activity Recognition: Deep Learning or Feature Engineering?

Ria Kanjilal, Ismail Uysal

Neural Process. Lett., 2021

2020

Self-Supervised Feature Specific Neural Matrix Completion.

Mehmet Aktukmak, Samuel Mercier, Ismail Uysal

IEEE Access, 2020

A Statistical Comparative Study on Image Reconstruction and Clustering With Novel VAE Cost Function.

Alla Abdella, Ismail Uysal

IEEE Access, 2020

Performance analysis of neural network topologies and hyperparameters for deep clustering.

Muhammed Furkan Kucuk, Ismail Uysal

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A probabilistic framework to incorporate mixed-data type features: Matrix factorization with multimodal side information.

Mehmet Aktukmak, Yasin Yilmaz, Ismail Uysal

Neurocomputing, 2019

Bio-Inspired Filter Banks for Frequency Recognition of SSVEP-Based Brain-Computer Interfaces.

Ali Fatih Demir, Hüseyin Arslan, Ismail Uysal

IEEE Access, 2019

Quick and accurate attack detection in recommender systems through user attributes.

Mehmet Aktukmak, Yasin Yilmaz, Ismail Uysal

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Efficient 3D Placement of Access Points in an Aerial Wireless Network.

Ismail Uluturk, Ismail Uysal, Kwang-Cheng Chen

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

2018

GAR: An efficient and scalable graph-based activity regularization for semi-supervised learning.

Ozsel Kilinc, Ismail Uysal

Neurocomputing, 2018

Grid-Based RFID Localization Using Tag Read Count And Received Signal Strength.

Nanda Gopal Jeevarathnam, Ismail Uysal

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Neural Net Framework for Accumulative Feature-based Matrix Completion.

Mehmet Aktukmak, Samuel Mercier, Ismail Uysal

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization.

Ozsel Kilinc, Ismail Uysal

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Clustering-based Source-aware Assessment of True Robustness for Learning Models.

Ozsel Kilinc, Ismail Uysal

CoRR, 2017

Deep Clustering using Auto-Clustering Output Layer.

Ozsel Kilinc, Ismail Uysal

CoRR, 2017

Comparative analysis of tag estimation algorithms on RFID EPC Gen-2 performance.

Arundhoti Ferdous, Nanda Gopal Jeevarathnam, Ismail Uysal

Proceedings of the IEEE International Conference on RFID Technology & Application, 2017

2016

A novel approach for generating fast multi-class SVM topologies with nested dichotomies.

Ismail Uluturk, Ismail Uysal

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Bio-inspired filter banks for SSVEP-based brain-computer interfaces.

Ali Fatih Demir, Hüseyin Arslan, Ismail Uysal

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Q-frame-collision-counter: A novel and dynamic approach to RFID Gen 2's Q algorithm.

Ismail Uysal, Nikita Khanna

Proceedings of the IEEE International Conference on RFID Technology and Applications, 2015

Source-Aware Partitioning for Robust Cross-Validation.

Ozsel Kilinc, Ismail Uysal

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Inertia Based Recognition of Daily Activities with ANNs and Spectrotemporal Features.

Ozsel Kilinc, Alexander Dalzell, Ismail Uluturk, Ismail Uysal

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2013

RFID system optimization for item-level pharmaceutical serialization.

Magalie Laniel, Ismail Uysal

Proceedings of the 2013 IEEE International Conference on RFID-Technologies and Applications, 2013

2011

Air cargo warehouse environment and RF interference.

Magalie Laniel, Ismail Uysal, Jean-Pierre Emond

Int. J. RF Technol. Res. Appl., 2011

Radio frequency propagation inside the cargo hold of a DC-10 aircraft.

Magalie Laniel, Ismail Uysal, Jean-Pierre Emond

Int. J. RF Technol. Res. Appl., 2011

Tag testing methodology for RFID enabled temperature tracking and shelf life estimation.

Ismail Uysal, Jean-Pierre Emond, Gisele Bennett

Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications, 2011

2009

Biologically Plausible Speech Recognition using Spike-based Phase Locking Cues.

Ismail Uysal, John G. Harris

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008

Continuously Differentiable Sample-Spacing Entropy Estimation.

Umut Ozertem, Ismail Uysal, Deniz Erdogmus

IEEE Trans. Neural Networks, 2008

Towards Spike-Based Speech Processing: A Biologically Plausible Approach to Simple Acoustic Classification.

Ismail Uysal, Harsha Sathyendra, John G. Harris

Int. J. Appl. Math. Comput. Sci., 2008

2007

Spike-Based Feature Extraction for Noise Robust Speech Recognition Using Phase Synchrony Coding.

Ismail Uysal, Harsha Sathyendra, John G. Harris

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A Duplex Theory of Spike Coding in the Early Stages of the Auditory System.

Ismail Uysal, Harsha Sathyendra, John G. Harris

Proceedings of the IEEE International Conference on Acoustics, 2007

2005

Bandwidth extension of telephone speech using frame-based excitation and robust features.

Ismail Uysal, Harsha Sathyendra, John G. Harris

Proceedings of the 13th European Signal Processing Conference, 2005