Completed Projects - 2019 Fall

A Markdown-based Interactive Content Editor

A Markdown-based Interactive Content Editor

Students: Doğa Yüksel

Advisors: Tuna Tuğcu, Haluk O. Bingöl

A Model for a Purposeful Community Using Web Standarts

Students: Muhammed Emir Gökdemir, Volkan Yılmaz

Advisors: Suzan Üsküdarlı

Adversarial Machine Learning

Students: Oğuz Kaan Yüksel

Advisors: Emre Uğur, İnci Meliha Baytaş

An Approach for Reducing Return Rates for Clothing E-Commerce through Customized Recommendations

Students: Sercan Ersoy, Ahmet Yavuz Demir

Advisors: Suzan Üsküdarlı

Antibiotic Resistance Detection via Machine Learning

Students: İbrahim Can Kaplan, Onur Kılıçoğlu

Advisors: Arzucan Özgür

Automated Distributed System Design by Partitioning on Geospatial Data

Students: Abdullah Hanefi Önaldı

Advisors: Fatma Başak Aydemir

Binari: A Poetry Generation System for Ghazals

Students: Ümit Galip Yolcu

Advisors: Tunga Güngör

Blockchain based Medical Record Management System

Students: Imran Sıddıq

Advisors: Can Özturan

Building a Parallel Corpus for Turkish - English Machine Translation

Students: Sümeyra Yılmaz, İrem Uğuz

Advisors: Tunga Güngör

Building a parallel corpus for Turkish-English machine translation

(Cmpe491 only)

Students: İrem Uğuz, Sümeyra Yılmaz

Advisors: Tunga Güngör

Classification of Requirements

Students: Abdullah Coşkun

Advisors: Fatma Başak Aydemir

Concolic Testing of Smart Contracts

Students: Emirhan Saraç

Advisors: Alper Şen

Curation of Automated Labeled NER Datasets

Students: Alkım Ece Toprak, Barış Ege Sevgili

Advisors: Suzan Üsküdarlı

Deep Learning for Estimating Channel Coefficients

Students: Dr. Birkan Yılmaz, Onur Varkıvanç

Advisors: Tuna Tuğcu

Deep Learning for Estimating Channel Configurations

Students: Emirhan Yasin Çetin

Advisors: Tuna Tuğcu

Deep Learning Models for Handling Clitics in Turkish

Students: Hasan Öztürk, Alperen Değirmenci

Advisors: Suzan Üsküdarlı

DeepSym: Symbol Formation from Robot's Manipulation Experience using Deep Learning

Students: Aysu Sayın

Advisors: Emre Uğur

Hand Keypoint Detection

Students: Enes Turan Özcan, Ufuk Yılmaz

Advisors: Lale Akarun

Hand Segmentation

Students: Alper Çakan

Advisors: Lale Akarun

Implicit Biometric Authentication with Smartwatches

Students: Yağmur Ceren Dardağan

Advisors: Cem Ersoy

Increasing the Localization Performance via Semantic Segmentation

Students: İsmet Dağlı

Advisors: H. Levent Akın

Information Extraction from Bank Orders using Deep Neural Networks

Students: Sadullah Gültekin

Advisors: Arzucan Özgür

Low Latency Trading Platform

Students: Mehmet Altay ince

Advisors: Arda Yurdakul

MIT Solid: Building a Decentralized Application with Social Linked Data Principles

Students: Berke Can Gürer

Advisors: Suzan Üsküdarlı

Music Generation with Deep Learning

Students: Berkay Özerbay

Advisors: Arzucan Özgür

Performance of Multi-threaded WebAssembly Applications on Browsers

WebAssembly enables high language programs written in C/C++/Rust to be complied and deployed on web browsers.

Students:

Advisors: Can Özturan

Predicting Stability of Towers with Graph Neural Network

Students: Irmak Güzey

Advisors: Emre Uğur

Proofs Checkable by Small Quantum Machines

Students: Özdeniz Dolu, Nevzat Ersoy

Advisors: A. C. Cem Say

Relation extraction in Turkish

In this project, relation extraction in Turkish text will be implemented using pattern matching and supervised machine learning techniques.

Students: Murat Buldu

Advisors: Tunga Güngör

Salt Detection with Deep Learning

Students: Harun Acar

Advisors: Fikret Gürgen

Semantic Annotation of Medical Documents

Students: Berkay Kozan

Advisors: Suzan Üsküdarlı

Semantic Processing of Biomedical Documents

Students: Güliz İrem Gökçeler

Advisors: Suzan Üsküdarlı

Semi Automatic Temporal Segmentation of SEBEDER Videos

Students: Berke Esmer, Cemal Aytekin

Advisors: Lale Akarun

Sentence Classification based on Prosody

Students: Burak Enes Çakıcı

Advisors: Arzucan Özgür

Sign Language Avatar Generation

Students: Burak İkan Yıldız, Gürkan Demir

Advisors: Lale Akarun

Simulation of Reception Using Two Different Molecule Types

Students: Neval Tüllük

Advisors: Tuna Tuğcu

TCS Examination and Application

Students: Ahmet Yasin Alp

Advisors: A. C. Cem Say

Voxel-Based Simulator with Flow

Students: Dr. Birkan Yılmaz, Orkan Akısu

Advisors: Tuna Tuğcu

Wrecked Plane Localization Simulator

Students: Kaan Özgen, Dr. Birkan Yılmaz

Advisors: Tuna Tuğcu