Berk Üstündag

According to our database, Berk Üstündag authored at least 34 papers between 2000 and 2024.

Collaborative distances:

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

2024

AI-Based Short-Term Precipitation Prediction in Precision Agriculture.

Mehmet Selahaddin Sentop, Meriç Yücel, Burak Berk Üstündag

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

Performance Improvement of Regional Agricultural Forecasts with PECNET and State-Space Model.

Mustafa Abdullah Hakkoz, Serkan Macit, Burak Berk Üstündag

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

Real-Time Water Quality Monitoring via Impedance Spectroscopy and Machine Learning.

Oguzhan Aybar, Zeynep Kara, Meriç Yücel, Burak Berk Üstündag

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

2023

Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks.

Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündag

Expert Syst. J. Knowl. Eng., May, 2023

High Performance Time Series Anomaly Detection Using Brain Inspired Cortical Coding Method.

Meric Yucel, Ahmet Sertbas, Burak Berk Üstündag

IEEE Access, 2023

Performance Improvement in Time Series Prediction through PECNET Framework.

Serkan Macit, Burak Berk Üstündag

Proceedings of the International Conference on Machine Learning and Applications, 2023

Energy and Entropy based Intelligence Metric for Performance Estimation in DNNs.

Burcu Kartal, Burak Berk Üstündag

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Spatio-Temporal Missing Data Reconstruction by Using Deep Neural Networks in Agricultural Monitoring Systems.

Mehmet Selahaddin Sentop, Meric Yucel, Burak Berk Üstündag

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

High Performance Real-time Anomaly Detection for Agricultural Monitoring Systems.

Selim Eren Eryilmaz, Meric Yucel, Burak Berk Üstündag

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning.

Ayda F. Aktas, Burak Berk Üstündag

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022

Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation.

Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Üstündag

Entropy, November, 2022

Bioinspired Cortex-based Fast Codebook Generation.

Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Üstündag

CoRR, 2022

Low-SNR Modulation Recognition based on Deep Learning on Software Defined Radio.

Husam Alzaq-Osmanoglu, Jilan Alrehaili, B. Berk Üstündag

Proceedings of the 5th International Conference on Advanced Communication Technologies and Networking, 2022

2021

A novel framework for policy based on-chain governance of blockchain networks.

Taner Dursun, Burak Berk Üstündag

Inf. Process. Manag., 2021

2020

Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications.

Liping Di, B. Berk Üstündag, Liying Guo, Jiali Shang, Ruixin Yang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Soil Moisture Monitoring of the Plant Root Zone by Using Phenology as Context in Remote Sensing.

Ayda F. Aktas, Burak Berk Üstündag

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Evolutionary Feature Optimization for Plant Leaf Disease Detection by Deep Neural Networks.

Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündag

Int. J. Comput. Intell. Syst., 2020

High-Performance Time Series Prediction With Predictive Error Compensated Wavelet Neural Networks.

Burak Berk Üstündag, Ajla Kulaglic

IEEE Access, 2020

2019

An Information-Theoretical Approach to the Information Capacity and Cost-Effectiveness Evaluation of Color Palettes.

Refik Tanju Sirmen, Burak Berk Üstündag

CoRR, 2019

Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields.

Emrullah Acar, Mehmet Siraç Özerdem, Burak Berk Üstündag

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018

A comparative analysis of 1-level multiplier-free discrete wavelet transform implementations on FPGAs.

Husam Y. Alzaq, Burak Berk Üstündag

Turkish J. Electr. Eng. Comput. Sci., 2018

An optimized two-level discrete wavelet implementation using residue number system.

Husam Y. Alzaq, B. Berk Üstündag

EURASIP J. Adv. Signal Process., 2018

2017

Guest Editorial Foreword to the Special Issue on Agro-Geoinformatics: Monitoring, Prediction, and Decision Support.

Liping Di, B. Berk Üstündag, Zhongxin Chen, Zhengwei Yang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Very-low-SNR cognitive receiver based on wavelet preprocessed signal patterns and neural network.

Husam Y. Alzaq, B. Berk Üstündag

EURASIP J. Wirel. Commun. Netw., 2017

Spatio-temporal soil moisture estimation using neural network with wavelet preprocessing.

Ajla Kulaglic, B. Berk Üstündag

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Phenology based NDVI time-series compensation for yield estimation analysis.

Ayda F. Aktas, B. Berk Üstündag

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Spatial estimation of wind speed: a new integrative model using inverse distance weighting and power law.

Emre Ozelkan, Gang Chen, Burak Berk Üstündag

Int. J. Digit. Earth, 2016

Multiscale object-based drought monitoring and comparison in rainfed and irrigated agriculture from Landsat 8 OLI imagery.

Emre Ozelkan, Gang Chen, Burak Berk Üstündag

Int. J. Appl. Earth Obs. Geoinformation, 2016

2011

A Pattern Construction Scheme for Neural Network-Based Cognitive Communication.

Berk Üstündag, Ozgur Orcay

Entropy, 2011

2010

Genetic Algorithm and Software Testing based on Independent Path Concept.

Faezeh Sadat Babamir, Esmaeil Amini, Seyed Mehrdad Babamir, Ali Norouzi, Burak Berk Üstündag

Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, 2010

2008

Pattern Based Encoding for Cognitive Communication.

Berk Üstündag, Ozgur Orcay

Proceedings of the 3rd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2008

2006

Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns.

Mehmet Siraç Özerdem, Berk Üstündag, Rustu Murat Demirer

Adv. Eng. Softw., 2006

2003

A Fuzzy Global Optimization Method for Parallel Computation.

Berk Üstündag, Osman Kaan Erol

Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2000

Bulanık kontrolör ile yeni bir global eniyileme yöntemi (A New method of global optimization by using fuzzy controller)

Burak Berk Üstündag

PhD thesis, 2000