2019 Spring - Senior Projects

Designing an Autonomous Car Using a Simulation

Self-driving vehicles are one of the most awaited technology of the last century.

Students: Ahmet Faruk Çelimli

Guess Who Drew This, Human or AI?

Our goal is to be able to distill the style from an individual’s handwriting and generate handwritten text that is indistinguishable by same person’s handwriting.

Students: Enis Simsar, Ömer Kırbıyık

Advisors: Suzan Üsküdarlı

Peery: A Resource and File Sharing Tool in Peer-to-Peer Networks

Peery is a highly efficient and infinitely scalable resource and file sharing system which operates by constructing an ad-hoc peer-to-peer network that allows its participants to request and offer machine resources and/or files between one another.

Students: Erkam Ağralı, Samed Düzçay

Advisors: Cem Ersoy

Semantic Kernels and Deep Learning for Short Text Classification

Shot-text classification is a challenging topic in particular for Turkish text due to sparsity of distinguishing features and high dimensionality.

Students: Atıf Emre Yüksel, Yaşar Alim Türkmen

Advisors: Cem Ersoy

A Course Pre-Registration System for Boğaziçi University

Why do we send consent request ?

Students: Emre Koç, Yusuf Kalaycı, Bekir Burak Aslan

Advisors: Can Özturan

De/da/te/ta: Detecting Orthographic Errors Caused by Clitics in Turkish

For the spell correction task, vocabulary based methods have been replaced with methods that take morphological and grammar rules into account.

Students: Uğurcan Arıkan

Advisors: Suzan Üsküdarlı

A New Keyframe Selection Method Using the Concrete Distribution

A new neural network architecture to extract key frames is proposed.

Students: Muhammet Fatih Balın

Advisors: Lale Akarun

Adaptive Smart Home

Morning routines of people differ from each other and include some similarities.

Students: Özgür Hamdi Akaoğlu, Emre Bilgili

Advisors: Arda Yurdakul

Animation for web pages

A good animation is very valueable tool for explaining a complex concept.

Students:

Advisors: Haluk O. Bingöl

Automated Generation of Release Models from User Stories

User stories are widely used to capture the needs of stakeholders in agile development project due to their concevnience.

Students:

Advisors: Fatma Başak Aydemir

Automated Curation of a Dataset for Named Entity Recognition from Wikipedia

Most NER datasets do not contain many lexically ambiguous words, as a result it becomes hard for a NER model trained with such a dataset to distinguish between different meanings of a lexically ambiguous word.

Students: Nazmican Çalık, Furkan Enes Yalçın

Advisors: Suzan Üsküdarlı

Automated Generation of Release Models from User Stories

In Agile Software Engineering, working software is valued over comprehensive documentation.

Students: Didem Öngü, Muhammed Emin Vergili

Advisors: Fatma Başak Aydemir

Automatically creating a semantically challenging Turkish named entity recognition dataset

CMPE 491/492 Project

Students:

Advisors: Suzan Üsküdarlı

Autonomous Mini Drone Controller

The new FPV (First-Person View) drones can be controlled from Android / IOS phones through WiFi communication.

Students: Canberk Yıldırım, A. Kaan Cerrah

Advisors: H. Levent Akın

Bayesian Allocation Model and Non-Negative Matrix Factorization

We investigate a stochastic process called ‘‘Bayesian Allocation Model’’ where tokens are allocated randomly to a tensor and the probability for each index is specified by a graphical model.

Students: Barış Can Esmer, Yusuf Hakan Kalaycı

Advisors: Ali Taylan Cemgil

BlockLearn: Interactive Blockchain Training Application

Since its introduction with Nakamoto’s famous Bitcoin paper, the concept of blockchain has been gaining attraction all over the world.

Students: Anıl Seyrek, Ece Ata

Advisors: Haluk O. Bingöl

Call Center Call Prediction in Internet Service Provider

We propose to develop a machine learning system which can predict which home users of an Internet Service Provider will call to within one week.

Students: Murat Buldu

Advisors: Eren Soyak, Tuna Tuğcu

Channel Selection Schemes by Estimating Side Channel Interference

Wi-Fi standard on 2.

Students: Mehmet Hakan Kurtoğlu

Advisors:

Cloud-Based Burglary Deterrence System

This project aims to prevent burglaries by imitating the household activities when nobody is home.

Students: Enes Koşar, Alp Kaan Usen

Advisors: Arda Yurdakul

Comparative sentence analysis in Turkish documents

Comparative analysis is the task of identifying comparison sentences in the documents, analyzing the word groups and structures in these sentences, and extracting the compared objects and their properties.

Students: Bartu İnce

Advisors: Tunga Güngör

Concolic Testing on Smart Contracts

After design of Ethereum blockchain completed, smart contracts, which are execution of programs on EVM, has risen up.

Students: Emirhan Saraç

Advisors: Alper Şen

Detecting Quality Defects in Turkish User Stories

User stories are widely used in agile development.

Students:

Advisors: Fatma Başak Aydemir

Deterministic Automata with Advice

Duris ve diğerlerinin makalesindeki bazı teoremlerin ve kanıtlarının üzerinden tekrar geçtim, kısa ve öz ifadelerini daha açık ve anlaşılır yapmaya çalıştım, önek-hassas dillerin boy artış hızı için bir alt sınır buldum.

Students: Ahmet Bilal Uçan

Advisors: A. C. Cem Say

Developing new methods for evaluation of document summaries

Text summarization is the task of forming a summary of a given document.

Students: Burak Sofu, Şükrü Can Gültop

Advisors: Tunga Güngör

Development of Personal Daily Life Stress Models Based on Laboratory Settings

Stress became a top issue that a ects individuals’ life quality.

Students: Dilruba Reyyan Kılıç, Dilara Gökay

Advisors: Cem Ersoy

Distributed Ledger Based Vulnerability Database

The aim of this project is to create a distributed database that enables all users to add vulnerabilities under certain criteria when vulnerability comes out.

Students: Huriye Özdemir

Advisors: Fatih Alagöz

Generating UI Layout Code from Design Elements using a Seq2Seq Network

While delivering interactive and stunning experiences, implementing a design drawn by a user interface designer is one of the unexciting, repetitive and time-consuming tasks that a developer must need to accomplish before diving into more fun parts of the app development.

Students: Ergün Erdoğmuş

Advisors: Fatma Başak Aydemir

Graph Analytics Using Big Data: Exploring Change In Stack Overflow Graph

The amount of data being collected and stored is vast and rapidly expanding.

Students: Abdulkadir Aslan

Advisors: Taflan Gündem

Hand Feature Learning for Hand Shape Recognition

Hand gestures are the main elements of non-verbal communication of Deaf Community.

Students: Begün Ünal, Pınar Baki

Advisors: Pınar Yanardağ

Hidden Markov Mixture Regression for Robot Manipulation

Building models that can generalize and reproduce desired tasks will enable the robots to learn and do more, which will make our lives easier.

Students: Utku Bozdoğan

Advisors: Emre Uğur

Identifying Common Pathogenesis of Diseases Using Literature Mined Gene Interactions

There are some neurologic related diseases that might be seen in the same person and whether there are comman factors that lead to the situation or not has been the subject of interest in biomedical science.

Students: Özge Dinçsoy

Advisors: Arzucan Özgür

Identity System for eBloc Blockchain

Objective is to build a secure and easy-to-use identity system which operates on eBloc blockchain.

Students: Berk Erol

Advisors: Can Özturan

IoT Blockchain Marketplace

We have developed a system which integrates IoT data market with Blockchain.

Students: Zeki Tel, İhsan Berkan Balaban

Advisors: Arda Yurdakul

Mobile Test Automation Web Framework

My mobile test automation web framework project is a web application where mobile developers can test their mobile applications and detect crashes.

Students: Elif Güler

Advisors: Alper Şen

Modelling and Simulating Cellular Automata

Cellular automata (CA) consists of a simple and well-formalized model of massively parallel computing, known to be capable of universal computing.

Students: Yunus Emre Demirci

Advisors: A. C. Cem Say

Movie Detection by Plot Description

Have you ever had a moment like: ‘What was the name of the movie where a couple erased each other from their memories?

Students: Halil Ozan Akgül

Advisors: Arzucan Özgür

Object Recognition with UAV

In recent years, unmanned aerial vehicles(UAVs) have been used for numerous applications such as defence industry, urban planning, agriculture, emergency response and disaster management.

Students: Hatice Kübra Eryılmaz

Advisors: H. Levent Akın

POSeidon: Sales Management Tool for Small/Medium Scale Enterprises

POSeidon is an easy-to-use sales management application that targets small/medium businesses.

Students: Mehmet Çalım, Umut Barış Öztunç

Advisors: Fatma Başak Aydemir

Proactive Wide Area Network Diagnostics

Throughput of any process is the main indicator of the quality of a system.

Students: Recep Deniz Aksoy

Advisors: Tuna Tuğcu, Eren Soyak

Sales Management for Small Businesses

Students: Emrah Küçük

Advisors: Fatma Başak Aydemir

Scheduler for the Multi User MAC Framework for IEEE 802.11ax

A new WiFi standard, namely IEEE 802.

Students: Baran Kılıç

Advisors: Tuna Tuğcu

Secure IoT

In this project we built a simple IoT system where clients gather fingerprint data and encrypt it with AES where encryption and decryption keys are public agreements generated via FourQ’s compressed DH Key Exchange functions.

Students: Ali Kaan Gündüz

Advisors: Arda Yurdakul

Self-Care Mobile Application Development for Home Users of ISPs

We propose to develop a user self-care application for home users of Internet Service Providers.

Students: Alperen Yakut, Mustafa Enes Çakır

Advisors: Eren Soyak, Tuna Tuğcu

SliceSim: A Simulation Suite for Network Slicing in 5G Networks

5G widely defines network slicing concept which aims to provide different and separate dedicated logical networks that can be customized to respective services.

Students: Abdurrahman Dilmaç, Muhammed Emin Güre

Advisors: Tuna Tuğcu

Tool Development for Sales Management for Small/Medium Enterprises

The goal of the project is to develop a standalone tool manage sales for small/medium scale enterprises.

Students:

Advisors: Fatma Başak Aydemir

Turkish Word Sense Disambiguation Using WordNet

Literature survey on word sense disambiguation (WSD) using WordNet will be done.

Students: Oğuzhan Yetimoğlu, Anıl Can Kara

Advisors: Tunga Güngör

vBBU Migration in OpenStack with Short Downtime

5G is the latest generation of cellular mobile communications.

Students: Mert Aközcan, Cemal Burak Aygün

Advisors: Tuna Tuğcu

Web-Based Quality Checker for User Stories in Turkish

Agile development is becoming more and more popular in software development teams.

Students: Akın İlerle

Advisors: Fatma Başak Aydemir

Web-based visualization of User Stories

User stories are widely used in agile development settings to capture the needs of several stakeholders.

Students:

Advisors: Fatma Başak Aydemir

Completed Projects - 2019 Spring