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- affiliation: Istanbul Technical University, Faculty of Electricity and Electronics, Turkey
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2020 – today
- 2024
[c15]Oguzhan Aybar, Zeynep Kara, Meriç Yücel, Burak Berk Üstündag:
Real-Time Water Quality Monitoring via Impedance Spectroscopy and Machine Learning. Agro-Geoinformatics 2024: 1-6- [c14]Mustafa Abdullah Hakkoz, Serkan Macit, Burak Berk Üstündag:
Performance Improvement of Regional Agricultural Forecasts with PECNET and State-Space Model. Agro-Geoinformatics 2024: 1-6 - [c13]Mehmet Selahaddin Sentop, Meriç Yücel, Burak Berk Üstündag:
AI-Based Short-Term Precipitation Prediction in Precision Agriculture. Agro-Geoinformatics 2024: 1-6 - 2023
- [j16]Meric Yucel
, Ahmet Sertbas, Burak Berk Üstündag:
High Performance Time Series Anomaly Detection Using Brain Inspired Cortical Coding Method. IEEE Access 11: 8345-8361 (2023) - [j15]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) - [c12]Ayda F. Aktas, Burak Berk Üstündag:
Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning. Agro-Geoinformatics 2023: 1-5 - [c11]Selim Eren Eryilmaz, Meric Yucel, Burak Berk Üstündag:
High Performance Real-time Anomaly Detection for Agricultural Monitoring Systems. Agro-Geoinformatics 2023: 1-4 - [c10]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: 1-6 - [c9]Burcu Kartal, Burak Berk Üstündag:
Energy and Entropy based Intelligence Metric for Performance Estimation in DNNs. ICAIIC 2023: 468-473 - [c8]Serkan Macit, Burak Berk Üstündag:
Performance Improvement in Time Series Prediction through PECNET Framework. ICMLA 2023: 1601-1605 - 2022
- [j14]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): 1678 (2022) - [c7]Husam Alzaq-Osmanoglu, Jilan Alrehaili, B. Berk Üstündag:
Low-SNR Modulation Recognition based on Deep Learning on Software Defined Radio. CommNet 2022: 1-6 - [i2]Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Üstündag:
Bioinspired Cortex-based Fast Codebook Generation. CoRR abs/2201.12322 (2022) - 2021
- [j13]Taner Dursun, Burak Berk Üstündag:
A novel framework for policy based on-chain governance of blockchain networks. Inf. Process. Manag. 58(4): 102556 (2021) - 2020
- [j12]Burak Berk Üstündag, Ajla Kulaglic:
High-Performance Time Series Prediction With Predictive Error Compensated Wavelet Neural Networks. IEEE Access 8: 210532-210541 (2020) - [j11]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): 12-23 (2020) - [j10]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: 6051-6063 (2020) - [j9]Liping Di, B. Berk Üstündag, Liying Guo, Jiali Shang, Ruixin Yang:
Foreword to the Special Issue on Digital Innovations in Agriculture Research and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6519-6523 (2020)
2010 – 2019
- 2019
- [c6]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: 1-4 - [i1]Refik Tanju Sirmen, Burak Berk Üstündag:
An Information-Theoretical Approach to the Information Capacity and Cost-Effectiveness Evaluation of Color Palettes. CoRR abs/1906.02567 (2019) - 2018
- [j8]Husam Y. Alzaq, B. Berk Üstündag:
An optimized two-level discrete wavelet implementation using residue number system. EURASIP J. Adv. Signal Process. 2018: 41 (2018) - [j7]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): 2194-2205 (2018) - 2017
- [j6]Husam Y. Alzaq, B. Berk Üstündag:
Very-low-SNR cognitive receiver based on wavelet preprocessed signal patterns and neural network. EURASIP J. Wirel. Commun. Netw. 2017: 120 (2017) - [j5]Liping Di, B. Berk Üstündag, Zhongxin Chen, Zhengwei Yang:
Guest Editorial Foreword to the Special Issue on Agro-Geoinformatics: Monitoring, Prediction, and Decision Support. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5331-5333 (2017) - [c5]Ayda F. Aktas, B. Berk Üstündag:
Phenology based NDVI time-series compensation for yield estimation analysis. Agro-Geoinformatics 2017: 1-5 - [c4]Ajla Kulaglic, B. Berk Üstündag:
Spatio-temporal soil moisture estimation using neural network with wavelet preprocessing. Agro-Geoinformatics 2017: 1-6 - 2016
- [j4]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: 159-170 (2016) - [j3]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): 733-747 (2016) - 2011
- [j2]Berk Üstündag, Ozgur Orcay:
A Pattern Construction Scheme for Neural Network-Based Cognitive Communication. Entropy 13(1): 64-81 (2011) - 2010
- [c3]Faezeh Sadat Babamir, Esmaeil Amini, Seyed Mehrdad Babamir, Ali Norouzi, Burak Berk Üstündag:
Genetic Algorithm and Software Testing based on Independent Path Concept. GEM 2010: 180-186
2000 – 2009
- 2008
- [c2]Berk Üstündag, Ozgur Orcay:
Pattern Based Encoding for Cognitive Communication. CrownCom 2008: 1-6 - 2006
- [j1]Mehmet Siraç Özerdem, Berk Üstündag, Rustu Murat Demirer:
Self-organized maps based neural networks for detection of possible earthquake precursory electric field patterns. Adv. Eng. Softw. 37(4): 207-217 (2006) - 2003
- [c1]Berk Üstündag, Osman Kaan Erol:
A Fuzzy Global Optimization Method for Parallel Computation. Applied Informatics 2003: 1179-1184 - 2000
- [b1]Burak Berk Üstündag:
Bulanık kontrolör ile yeni bir global eniyileme yöntemi (A New method of global optimization by using fuzzy controller). İstanbul Technical University, Turkey, 2000
Coauthor Index
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