Personal information

Activities

Employment (1)

Istanbul Technical University: Istanbul, TR

1991-09-01 to present | Prof. (computer engineering)
Employment
Source: Self-asserted source
B.Berk Ustundag

Works (50 of 144)

Items per page:
Page 1 of 3

Analysis of using K-means clustering with Convolutional Neural Network Architectures for Automatic Plant Leaf Disease Recognition

Journal of Talent Development and Excellence
2020 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Area Estimation and Yield Forecasting of Wheat in Southeastern Turkey Using a Machine Learning Approach

Journal of the Indian Society of Remote Sensing
2020 | Journal article
Contributors: Vanli, Omer; Ahmad, Ishfaq; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

Area Estimation and Yield Forecasting of Wheat in Southeastern Turkey Using a Machine Learning Approach

Journal of the Indian Society of Remote Sensing
2020 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

International Journal of Computational Intelligence Systems
2020 | Journal article
Contributors: Al-bayati, Jalal Sadoon Hameed; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

International Journal of Computational Intelligence Systems
2020 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Hilbert space filling curves for interpretable point mutation effects on peptide conformational dynamics

bioRxiv
2020 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Soil Moisture Monitoring at Plant Root Zone by using Phenology as Context in Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
Contributors: Aktas, Ayda; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

A Generalized Similarity Metric for Predicting Peptide Binding Affinity

bioRxiv
2019 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

ArXiv
2019 | Journal article
Contributors: Sirmen, R.Tanju; Burak Ustundag, B.
Source: check_circle
Web of Science Researcher Profile Sync

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

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2019 | Journal article
Contributors: Acar, Emrullah; Ozerdem, Mehmet Sirac; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics)
2019 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Using crop modeling to evaluate the impacts of climate change on wheat in southeastern turkey

Environmental Science and Pollution Research
2019 | Journal article
Contributors: Vanli, Omer; Ustundag, Burak Berk; Ahmad, Ishfaq; Hernandez-Ochoa, Ixchel M.; Hoogenboom, Gerrit
Source: check_circle
Web of Science Researcher Profile Sync

Using crop modeling to evaluate the impacts of climate change on wheat in southeastern turkey

Environmental Science and Pollution Research
2019 | Journal article
Source: Self-asserted source
B.Berk Ustundag

VSEPRnet: Physical structure encoding of sequence-based biomolecules for functionality prediction: Case study with peptides

bioRxiv
2019 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

Turkish Journal of Electrical Engineering & Computer Sciences
2018 | Journal article
Contributors: Alzaq, Husam; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

Turkish Journal of Electrical Engineering & Computer Sciences
2018 | Journal article
Source: Self-asserted source
B.Berk Ustundag

A Comparative Performance of Discrete Wavelet Transform Implementations Using Multiplierless

Wavelet Theory and Its Applications
2018 | Journal article
Contributors: Husam Alzaq; Burak Berk Üstündağ
Source: check_circle
Web of Science Researcher Profile Sync

A Comparative Performance of Discrete Wavelet Transform Implementations Using Multiplierless

Wavelet Theory and Its Applications
2018 | Journal article
Source: Self-asserted source
B.Berk Ustundag

A Data as a Service (DaaS) Model for GPU-based Data Analytics

Arxiv.org
2018 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

Eurasip Journal on Advances in Signal Processing
2018 | Journal article
Contributors: Alzaq, Husam Y.; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

EURASIP Journal on Advances in Signal Processing
2018 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Stock Price Forecast using Wavelet Transformations in Multiple Time Windows and Neural Networks

2018 3rd International Conference on Computer Science and Engineering (UBMK)
2018 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Stock Price Forecast using Wavelet Transoformations in Multiple Time Windows and Neural Networks

International Conference on Computer Science and Engineering
2018 | Conference paper
Contributors: Kulaglic, Ajla; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

2017 International Conference on Engineering and Technology (ICET)
2017 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

A Comparative Analysis of Multiplier-less 1-Level Discrete Wavelet Transform Implementations on FPGAs

International Conference on Engineering and Technology (ICET)
2017 | Conference paper
Contributors: Alzaq, Husam; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

An adaptive Mealy machine model for monitoring crop status

Journal of Integrative Agriculture
2017 | Journal article
Contributors: Ustundag, Berk
Source: check_circle
Web of Science Researcher Profile Sync

An adaptive Mealy machine model for monitoring crop status

Journal of integrative agriculture
2017 | Journal article
Source: Self-asserted source
B.Berk Ustundag

An information-theoretical approach to the information capacity and cost-effectiveness evaluation of color palettes

International Journal of Computing and Optimization
2017 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017 | Journal article
Contributors: Di, L.; Ustundag, B. B.; Chen, Z.; Yang, Z.
Source: check_circle
Web of Science Researcher Profile Sync

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2017 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Multiplier-less 1-level discrete wavelet transform implementations on ZC706 development kit

2017 10th International Conference on Electrical and Electronics Engineering (ELECO)
2017 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Multiplier-less 1-Level Discrete Wavelet Transform Implementations on ZC706 development kit

International Conference on Electrical and Electronics Engineering
2017 | Conference paper
Contributors: Alzaq, Husam; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

Phenology based NDVI time-series compensation for yield estimation analysis

2017 6th International Conference on Agro-Geoinformatics
2017 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Phenology Based NDVI Time-series Compensation for Yield Estimation Analysis

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2017 | Journal article
Contributors: Aktas, Ayda F.; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

Remote sensing for agricultural applications

Journal of Integrative Agriculture
2017 | Journal article
Contributors: Yang, Zhengwei; Wu Wen-bin; Di, Liping; Ustundag, Berk
Source: check_circle
Web of Science Researcher Profile Sync

Remote sensing for agricultural applications

Journal of Integrative Agriculture
2017 | Journal article
Source: Self-asserted source
B.Berk Ustundag

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

6th International Conference on Agro-Geoinformatics
2017 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Spatio-temporal Soil Moisture Estimation Using Neural Network with Wavelet Preprocessing

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2017 | Journal article
Contributors: Kulaglic, Ajla; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

Eurasip Journal on Wireless Communications and Networking
2017 | Journal article
Contributors: Alzaq, Husam Y.; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

Very-low-SNR cognitive receiver based on wavelet preprocessed signal patterns and neuralnetwork

EURASIP Journal of Wireless Communication and Networking
2017 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Comparison of classification accuracy of co-located hyperspectral & multispectral images for agricultural purposes

2016 Fifth International Conference on Agro-Geoinformatics (Agro-Geoinformatics)
2016 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Comparison of Classification Accuracy of Co-located Hyperspectral & Multispectral Images for Agricultural Purposes

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2016 | Journal article
Contributors: Bostan, Selin; Ortak, Mehmet Akif; Tuna, Caglayan; Akoguz, Alper; Sertel, Elif; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

International Journal of Applied Earth Observation and Geoinformation
2016 | Journal article
Contributors: Ozelkan, Emre; Ozelkan, Emre; Chen, Gang; Chen, Gang; Ustundag, Burak Berk; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

International Journal of Applied Earth Observation and Geoinformation
2016 | Journal article
Source: Self-asserted source
B.Berk Ustundag

Neural network with wavelet preprocessing for wheat growth stage estimation

2016 Fifth International Conference on Agro-Geoinformatics (Agro-Geoinformatics)
2016 | Conference paper
Source: Self-asserted source
B.Berk Ustundag

Neural Network with Wavelet Preprocessing for Wheat Growth Stage Estimation

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2016 | Journal article
Contributors: Kulaglic, Ajla; Ustundag, B. Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

International Journal of Digital Earth
2016 | Journal article
Contributors: Ozelkan, Emre; Chen, Gang; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync

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

International Journal of Digital Earth
2016 | Journal article
Source: Self-asserted source
B.Berk Ustundag

The Potential of Sentinel-1A Interferometric SAR Data in Monitoring of Surface Subsidence caused by Overdrafting Groundwater in Agricultural Areas

6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS
2016 | Journal article
Contributors: Senturk, Selver; Cakir, Ziyadin; Ustundag, Burak Berk
Source: check_circle
Web of Science Researcher Profile Sync
Items per page:
Page 1 of 3

Peer review (4 reviews for 3 publications/grants)

Review activity for Communications engineering. (1)
Review activity for Computers and electronics in agriculture. (2)
Review activity for PloS one. (1)