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@DeepNetMatlab
Bandeira de Turkey Mardin, Turkey
Membro desde 25 de novembro de 2019
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DeepNetMatlab

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I'm an electircal engineer. I study in a state university in Turkey as graduate student. I am specialized in but not limited to: - Pre-processing signals for machine learning algorithm - Features extraction for machine learning algorithm - Classification with k nearest neighbor (kNN) - Classification, regression, modeling and prediction with Artificial neural network (ANN) - Classification, regression, modeling and prediction with Support vector machines (SVM) - Image/signal transformation and representation for deep learn. ing algorithms - Image to label classification with CNN - Image to image regression with CNN - Object detection with R-CNN, fast R-CNN, faster R-CNN and YOLO - Image denoising with DnCNN - Image generation with GAN and VAE and etc. - Time series prediction with LSTM - Sequence to label classification with LSTM - Sequence to sequence classification with LSTM
$8 USD/hr
5 comentários
3.4
  • 86%Trabalhos concluídos
  • 100%No Orçamento
  • 100%Pontualidade
  • N/ATaxa de Recontratação

Portfolios

Comentários recentes

  • imagem de Avinash S. Need help in MATLAB WORK ₹3611.00 INR

    “I need to hire another freelancer on urgent basis because Hasan doesn't delivered required work. Not so great experience but he seems decent man.”

  • imagem de Kashif Ali K. Image processing (MATLAB coding) $30.00 USD

    “he is very gentle and responsible person, deliver my work on time and effectively”

  • imagem de Mehmet K. Data Labeling for Image Recognition $65.00 USD

    “Hasan did a great job while completing the project witihin the forecasted timeline”

  • imagem de Yazeed M. Matlab simple project $10.00 USD

    “Mr. Hasan delivered matlab project very quickly and in high quality, also he explained to me the code and the equation(which wasn’t required in the project!) Thank you!”

  • imagem de Anwar H. MATLAB HELP REQUIRED £20.00 GBP

    “I really liked Hasan. He is a genuinely nice person who was very patient with me as I did not have full details to hand in regards to this project. He already started with the limited information he had and then amended when I provided him with the additional required information. I highly recommend this freelancer and I definitely will be using him in the future.”

Experiência

Lecturer

Feb 2016

Lecturer at Vocational School, Electricity and Energy Department

Project Engineer

Jun 2012 - Sep 2015 (3 years)

Commissioning, testing, designing, implementing and troubleshooting of several Siemens Sicam 230, Sicam WinCC systems, Sicam 1703 RTU Systems and Siprotec Relays with DIGSI software for SCMS (Substation Control and Monitoring Systems).

Educação

Bachelor of Science

2007 - 2012 (5 years)

Master of Science

2016 - 2018 (2 years)

Publicações

Classification of EEG Signals Using Hilbert-Huang Transform-Based Deep Neural Networks

Hilbert-Huang transform is applied to EEG signals and they are represented as image files. Then, generated images are fed into deep neural networks with five different structures for classification. Accuracy is calculated for all cases to asses performance of proposed method. it is clear that successful results could be obtained using Hilbert-Huang transform along with deep learning networks.

Abnormal Heart Sound Detection Using Ensemble Classifiers

The goal of this study is to develop a classification method for heart sounds collected from different databases. For this purpose two level classification is employed. Firstly, recordings are segregated as per their databases. Then, in second level recordings are classified with respect to pathology by using two classifier per database. With final decision rule, proposed algorithm achieved an accuracy of 98.9%, a sensitivity of 93.75% and a specify of 99.5%.

Detection of Pathological Heart Sound by Using SVM, kNN and Ensemble Methods of Classification

In this work, Training set of [login to view URL] 2016 challenge is used to develop, train and test an algorithm that can detect pathological or abnormal heart sounds.

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