30 November 2023

ZOOM Link for 30th November 2023 Morning Season: 

Meeting ID: 922 8188 5393 Password:965396

Opening Remarks 09:15 – 09:30

Prof. Dr. Aylin ALIN, Symposium Co-chair

Prof. Dr. Okan FISTIKOĞLU, Symposium Co-chair


Morning Session #1:

Moderators: Prof. Dr. Murat Erşen BERBERLER, Assist. Prof. Dr. Can ATILGAN

Keynote Speech

09:30 – 10:00 Dr. Kazım ERDOĞDU, "Determining the Electric Vehicle's Battery Capacity and Optimizing the Energy Consumption in Electric Travelling Salesman Problem with Time Windows"


Oral Presentations:

10:00 – 10:15 Kaan Çetiner, Murat Erşen Berberler, “Price Prediction With Artificial Intelligence In E-Commerce“, (ref. 68)

10:15 – 10:30 Ceren Atik, Alp Kut, “Price Prediction Of Textile Products Using Machine Learning Techniques”, (ref. 36)

10:30 – 10:45 Özge Esen Çolak, Yunus Emre Selçuk, “Examining The Relationship Of Object-Oriented Metrics With Bug Rates In Long-Term Open Source Systems“, (ref. 69)

10:45 – 11:00 Berfin Eşitmez, “The Effect Of Fraud Transactions In E-Commerce Businesses On The Financial Situation Of Businesses And Applications For Prevention”, (ref. 40)


Coffee Break


Morning Session #2:

Moderators: Assist. Prof. Dr. Ayşe Övgü KINAY, Prof. Dr. Tuğba YILDIZ

Oral Presentations:

11:10 – 11:25 Yasin Sarıyıldız, Barış Tekin Tezel, “E-Commerce Customer Churn Prediction With Boosting And Oversampling”, (ref. 28)

11:25 – 11:40 Seftin Onal, Barış Tekin Tezel, “Improving Machine Learning Results With Genetic Algorithm, Grid Search And Ensemble Learning”, (ref. 37)

11:40 – 11:55 Burak Çelik, Geylani Kardas, Barış Tekin Tezel, “An Online Modeling Language For The Low-Code Development Of Belief-Desire-Intention (BDI) Agents“, (ref. 71)

11:55 – 12:10 Najibeh Mirinezhad, Ayşe Övgü Kınay, “DC3MAB Method Based On Popularity Ranking Of Items And Its Application On An E-Commerce Dataset“, (ref. 67)

ZOOM Link for 30th November 2023 Afternoon Sesion: 

Meeting ID: 981 2252 8099 Password:838740

Lunch Break


Afternoon Session #1:

Moderators: Prof. Dr. Neslihan DEMİREL, Prof. Dr. Tuğba YILDIZ


Keynote Speech

13:30 – 14:00 Dr. Zakiyeva NAZGUL, "Article’s scientific prestige: Measuring the impact of individual articles in the web of science"


Oral Presentations:

14:00 – 14:15 Ezgi Yılmaz, Neslihan Demirel, Ömer Sevinçtekin, “Predicting Deformation in Cooked Ceramic Raw Material Using Machine Learning Algorithms”, (ref. 73)

14:15 – 14:30 Beste Uncu, Zerrin Işık, İdil Yavuz, “Single Cell RNA Sequencing Analysis with Seurat“, (ref. 70)

14:30 – 14:45 Selin Şen, Güçkan Yapar, Hanife Taylan Selamlar, “Calculating Spi Using Artifical Neural Networks And Univariate Time Series Methods”, (ref. 11)
14:45 – 15:00 Berkay Erbayat, Engin Yıldıztepe, “An Approach To Identify Credit Card Fraud With Anomaly Detection Methods”, (ref. 75)

Coffee Break

Afternoon Session #2

Moderators: Prof. Dr. Aylin ALIN, Prof. Dr. Burcu HÜDAVERDİ


Oral Presentations:

15:10 – 15:25 Buse Demir, Özlem Ege Oruç, ”Classification of a Particular Psychological Distress Using NLP and ML Methods”, (ref. 61)

15:25 – 15:40 Şengül Karaderili, Burcu Hüdaverdi, “Recommender Systems In FMCG”, (ref. 74)

15:40 – 15:55 Eftychia Mamzeridou, and Athanasios C. Rakitzis,, “An Improved Runs-Rules Based Control Chart For Zero-Inflated Processes“, (ref 49)
15:55 – 16:10 Th. Dimitrakopoulou, A. Karagrigoriou, A. Makrides, I. Vonta, “Competing risks in survival data analysis”, (ref. 32)


Keynote Speech

16:10 – 16:40 Alex Karagrigoriou, "An Exponentiality Test of Fit Based on a Tail Characterization against Heavy and Light-Tailed Alternatives"


Closing of the Data Science Section

Prof. Dr. Aylin ALIN, Closing Remarks