Program

DATASCIENCE

Sessions will be held on 2nd December 2022 in two parallel Zoom Meeting Rooms.


Meeting Room 1

Meeting Zoom Link: https://zoom.us/j/96525797868?pwd=TkxPa2p3bHBIaDRxWm1Nb3FKZmpJUT09

Meeting ID: 965 2579 7868

Password: 662527


Opening Remarks 09:15 – 09:30

Prof. Dr. Aylin ALIN, Symposium Co-chair

Prof. Dr. Okan FISTIKOĞLU, Symposium Co-chair

Morning Session #1:

Moderators: Assoc. Prof. Dr. Tuğba YILDIZ, Assoc. Prof. Dr. Mete EMİNAĞAOĞLU


Keynote Speech:

09:30 – 10:00 Prof. Dr. Mehmet S. ÜNLÜTÜRK, “Medical Data Integration Using HL7 Standards for Hospital Staff Assignments”


Oral Presentations:

10:00 – 10:20 Yusuf Can SEVİL et al., Bootstrap Confidence Intervals for Association Parameter Based on Ranked Set Sampling (Ref. 56)


10:20 – 10:40 Christos MESELIDIS et al., The Use of a General Modified Family of Measures for Estimation and Testing Purposes (Ref: 85)


10:40 – 11:00 Ioannis MAVROGIANNIS, An Exponentiality Test Against Heavy and Light Tailed Alternatives (Ref: 98)


Coffee Break


Morning Session #2:

Moderators: Assist. Prof. Dr. Can ATILGAN, Assist. Prof. Dr. A. Övgü KINAY

Oral Presentations:

11:10 – 11:30 Halit CETİNER, Classification of Plant Species with Transfer Learning-Based Methods (Ref: 19)


11:30 – 11:50 Ozan YÜKSEL et al., Fundus Image Processing Methods for Retinal Vessel Segmentation (Ref. 88)


11:50 – 12:10 Cem YILDIZ et al., Energy Efficiency in Buildings: A Simulation Application (Ref. 99)


12:10 – 12:30 Ebru YALÇIN et al., A Comparative Study on Polynomial Multiplication Algorithms in Context on Post-Quantum Cryptography (Ref: 101)

Lunch Break

Afternoon Session #1:

Moderators: Prof. Dr. Emel K. KANDEMİR, Assoc. Prof. Dr. Fidan NURİYEVA

Oral Presentations:

13:30 – 13:50 Doğaç EKİCİ et al., A Deep Reinforcement Learning Approach for Pathfinding in Computer Games (Ref: 34)


13:50 – 14:10 Fatih Emre ÖZTÜRK et al., Comparison of the Methods to Determine Optimal Number of Clusters (Ref: 84)


14:10 – 14:30 İsmail CANOĞLU et al., Experimental Approach to State of the Arts for Mobile Phone Classification (Ref: 100)


14:30 – 14:50 Farid Bagheri, Predictive Maintenance In Industry By Using Machine Learning (Ref: 102)


Coffee Break


Afternoon Session #2

Moderators: Prof. Dr. Neslihan DEMİREL, Prof. Dr. Burcu HÜDAVERDİ

Keynote Speech:

15:00 – 15:30 Prof. Dr. Hamparsum BOZDOĞAN, “Sparse Kernel Factor Analysis for High Dimensional Data Using the Information Complexity Criterion”

Closing of the Data Science Section

Prof. Dr. Aylin ALIN, Closing Remarks



Meeting Room 2

Meeting Zoom Link: https://zoom.us/j/91835173213?pwd=WVlpcDFYYldsbmNib1lPVkFRQk9sdz09




Morning Session #1:

Moderators: Prof. Dr. Selma GÜRLER, Assist. Prof. Dr. Erdem ALKIM







Oral Presentations:

10:00 – 10:20 Hasan Ali ÖZKAN, LYR-APP (Ref: 92)


10:20 – 10:40 Mehmet K GOFRALILAR, Turnitup: A Plagiarism Check Application for Documents (Ref: 93)


10:40 – 11:00 Merve CENGİZ et al., Food Recommendation System by Alternating Least Square Method in PySpark and Diet Food Recommender by Cosine Similarity Method (ref: 89)


Coffee Break

Morning Session #2:

Moderators: Prof. Dr. Burcu HÜDAVERDİ, Assist. Prof. Dr. Resmiye NASİBOĞLU

Oral Presentations:

11:10 – 11:30 Hasan Ali ÖZKAN et al., Optical Sinusitis Diagnosis System with Convolutional Neural Network (Ref: 94)


11:30 – 11:50 Berk PİŞKİN et al., Classification of Diabetıc Retinopathy Presence: A Comparison of Three Machine Learning Classification Methods (Ref: 95)


11:50 – 12:10 Nazım Sercan ÖZTÜRK et al., Multiomic Data Analysis of Lung Adenocarcinoma Cases (Ref: 97)


12:10 – 12:30 Ayça ÖLMEZ et al., A New Robust Approach for Building Gene Network for Covid-19 (Ref: 96)

Lunch Break



Afternoon Session #1:

Moderators: Assoc. Prof. Dr. Mete EMİNAĞAOĞLU, Assist. Prof. Dr. Erdem ALKIM

Oral Presentations:

13:30 – 13:50 Sefa AKSUNGU et al., Investigation and Comparison of Artificial Neural Networks Models for Price Prediction in the Food Industry (Ref: 82)


13:50 – 14:10 Andreas MAKRIDES et al., Actuarial – Financial Mathematics for Semi-Markov Processes (Ref: 52)


14:10 – 14:30 Thomas GKELSINIS, Reliability Indexes for Semi-Markov Repairable Systems with Applications to Financial Credit Risk Modelling (Ref. 90)


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