Burak Berk Üstündag

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 18

Top Topics

Discrete Wavelet Transform

Top Venues

Agro-Geoinformatics

Inf. Process. Manag.

Publications

Ayda F. Aktas, Burak Berk Üstündag
Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning. Agro-Geoinformatics (2023)
Mehmet Selahaddin Sentop, Meric Yucel, Burak Berk Üstündag
Spatio-Temporal Missing Data Reconstruction by Using Deep Neural Networks in Agricultural Monitoring Systems. Agro-Geoinformatics (2023)
Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündag
Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks. Expert Syst. J. Knowl. Eng. 40 (4) (2023)
Serkan Macit, Burak Berk Üstündag
Performance Improvement in Time Series Prediction through PECNET Framework. ICMLA (2023)
Selim Eren Eryilmaz, Meric Yucel, Burak Berk Üstündag
High Performance Real-time Anomaly Detection for Agricultural Monitoring Systems. Agro-Geoinformatics (2023)
Burcu Kartal, Burak Berk Üstündag
Energy and Entropy based Intelligence Metric for Performance Estimation in DNNs. ICAIIC (2023)
Meric Yucel, Ahmet Sertbas, Burak Berk Üstündag
High Performance Time Series Anomaly Detection Using Brain Inspired Cortical Coding Method. IEEE Access 11 (2023)
Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Üstündag
Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation. Entropy 24 (11) (2022)
Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Üstündag
Bioinspired Cortex-based Fast Codebook Generation. CoRR (2022)
Taner Dursun, Burak Berk Üstündag
A novel framework for policy based on-chain governance of blockchain networks. Inf. Process. Manag. 58 (4) (2021)
Burak Berk Üstündag, Ajla Kulaglic
High-Performance Time Series Prediction With Predictive Error Compensated Wavelet Neural Networks. IEEE Access 8 (2020)
Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündag
Evolutionary Feature Optimization for Plant Leaf Disease Detection by Deep Neural Networks. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Ayda F. Aktas, Burak Berk Üstündag
Soil Moisture Monitoring of the Plant Root Zone by Using Phenology as Context in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Refik Tanju Sirmen, Burak Berk Üstündag
An Information-Theoretical Approach to the Information Capacity and Cost-Effectiveness Evaluation of Color Palettes. CoRR (2019)
Emrullah Acar, Mehmet Siraç Özerdem, Burak Berk Üstündag
Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields. Agro-Geoinformatics (2019)
Husam Y. Alzaq, Burak Berk Üstündag
A comparative analysis of 1-level multiplier-free discrete wavelet transform implementations on FPGAs. Turkish J. Electr. Eng. Comput. Sci. 26 (5) (2018)
Emre Ozelkan, Gang Chen, Burak Berk Üstündag
Spatial estimation of wind speed: a new integrative model using inverse distance weighting and power law. Int. J. Digit. Earth 9 (8) (2016)
Emre Ozelkan, Gang Chen, Burak Berk Üstündag
Multiscale object-based drought monitoring and comparison in rainfed and irrigated agriculture from Landsat 8 OLI imagery. Int. J. Appl. Earth Obs. Geoinformation 44 (2016)