Ali Taylan Cemgil
Completed Projects
2019 Spring

Bayesian Allocation Model and Non-Negative Matrix Factorization
Students: Barış Can Esmer, Yusuf Hakan Kalaycı
Advisors: Ali Taylan Cemgil
2018 Spring



Bayesian Nonnegative Matrix Factorization as Allocation Model
Students: Eşref Özdemir
Advisors: Ali Taylan Cemgil

Collabus: Music Recommendation System for Groups
Students: Ekrem Öztürk, Seha Yiğit Güryol
Advisors: Ali Taylan Cemgil

Country Prediction of Users on Social Media Using Machine Learning
Students: Taha Küçükkatırcı, Yaşar Fatih Enes Yalçın
Advisors: Ali Taylan Cemgil


Optimization of Machine Learning Algorithms on Large Datasets
Students: Ali Göksu Özkan
Advisors: Ali Taylan Cemgil

Personalization of Supermarket Product Recommendations
Students: Atakan Güney, İlkay Ramazan Pala, Sait Talha Nişancı
Advisors: Ali Taylan Cemgil


2018 Fall

Bayesian Allocation Model and Non-negative Matrix Factorization
Students: Barış Can Esmer, Yusuf Hakan Kalaycı
Advisors: Ali Taylan Cemgil

Distributed Machine Learning Algorithms on Large Datasets
Students: Ali Göksu Özkan
Advisors: Ali Taylan Cemgil

Financial Sentiment Analysis Through Public Disclosures
Students: İrem Ulutaş
Advisors: Ali Taylan Cemgil

Generative Image Synthesis with Deep Learning
Students: Enis Simsar, Ömer Kırbıyık
Advisors: Ali Taylan Cemgil


2017 Spring


Object Classification with Deep Learning on Theano
Students: Doruk Demirci
Advisors: Ali Taylan Cemgil


Spectral Clustering for Image Segmentation
Students: Müslüm Barış Uçaktürk
Advisors: Ali Taylan Cemgil


Topic Modeling for Twitter Accounts
Students: Burak Suyunu, Mehmet Akif Çördük
Advisors: Ali Taylan Cemgil
2017 Fall

Country Prediction of Users on Social Media Using Machine Learning
Students: Yaşar Fatih Enes Yalçın, Taha Küçükkatırcı
Advisors: Ali Taylan Cemgil

Twitter Profile Recommendation System Based on Explicit User Feedback
Students: Kemal Berk Kocabagli, Guneykan Ozgul
Advisors: Ali Taylan Cemgil
2016 Spring

Analysis of Musical Sounds for Music Information Retrieval
Students: Göktuğ Erce Gürel, Görkem Önder
Advisors: Ali Taylan Cemgil

Financial Analysis using Machine Learning Methods
Students: Doruk Kilitçioğlu
Advisors: Ali Taylan Cemgil

Financial Text Classification using Machine Learning Techniques
Students: Mert Oğuz
Advisors: Ali Taylan Cemgil


Implementation of a Realtime Tempo Tracker as a VST Plugin
Students: Behlülcan Mert Çotuk, Umut Gülsün
Advisors: Ali Taylan Cemgil


Player Rating & Matchmaking via Bayesian Inference
Students: Mustafa Onur Eken
Advisors: Ali Taylan Cemgil


2016 Fall

Analysis and Visualization of Time Series
Students: Göktuğ Erce Gürel, Görkem Önder
Advisors: Ali Taylan Cemgil

Financial Analysis Using Machine Learning Methods
Students: Doruk Kilitçioğlu
Advisors: Ali Taylan Cemgil
2015 Fall

Matrix and Tensor factorization for Customer behavior analysis
Students: Cem Özen
Advisors: Ali Taylan Cemgil

Tensor factorizations for knowledge base construction
Students: Mert Oğuz, Arda Çınar
Advisors: Ali Taylan Cemgil

Time series Analysis via stochastic volatility models using MCMC methods
Students: Buğrahan Şahin
Advisors: Ali Taylan Cemgil

Uniform sampling of graphs with a given degree sequence
Students: Barış Kaya
Advisors: Ali Taylan Cemgil