Sezen, Arda

Profile Picture
Profile URL
https://hdl.handle.net/20.500.14411/6766
Name Variants
A., Sezen
A.,Sezen
Sezen,A.
S.,Arda
S., Arda
Arda Sezen
Sezen,Arda
Sezen, Arda
Arda, Sezen
Job Title
Yardımcı Doçent
Email Address
arda.sezen@atilim.edu.tr
Main Affiliation
Computer Engineering
Status
Website
ORCID ID
0000-0002-7615-3623
Scopus Author ID
57271674300
Turkish CoHE Profile ID
Google Scholar ID
WoS Researcher ID

Sustainable Development Goals

NO POVERTY1
NO POVERTY
0
Research Products
ZERO HUNGER2
ZERO HUNGER
0
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GOOD HEALTH AND WELL-BEING3
GOOD HEALTH AND WELL-BEING
0
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QUALITY EDUCATION4
QUALITY EDUCATION
0
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GENDER EQUALITY5
GENDER EQUALITY
0
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CLEAN WATER AND SANITATION6
CLEAN WATER AND SANITATION
0
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AFFORDABLE AND CLEAN ENERGY7
AFFORDABLE AND CLEAN ENERGY
0
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DECENT WORK AND ECONOMIC GROWTH8
DECENT WORK AND ECONOMIC GROWTH
0
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INDUSTRY, INNOVATION AND INFRASTRUCTURE9
INDUSTRY, INNOVATION AND INFRASTRUCTURE
0
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REDUCED INEQUALITIES10
REDUCED INEQUALITIES
0
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SUSTAINABLE CITIES AND COMMUNITIES11
SUSTAINABLE CITIES AND COMMUNITIES
1
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RESPONSIBLE CONSUMPTION AND PRODUCTION12
RESPONSIBLE CONSUMPTION AND PRODUCTION
0
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CLIMATE ACTION13
CLIMATE ACTION
0
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LIFE BELOW WATER14
LIFE BELOW WATER
0
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LIFE ON LAND15
LIFE ON LAND
0
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PEACE, JUSTICE AND STRONG INSTITUTIONS16
PEACE, JUSTICE AND STRONG INSTITUTIONS
0
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PARTNERSHIPS FOR THE GOALS17
PARTNERSHIPS FOR THE GOALS
0
Research Products
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Scholarly Output

12

Articles

6

Views / Downloads

32/54

Supervised MSc Theses

4

Supervised PhD Theses

1

WoS Citation Count

7

Scopus Citation Count

40

Patents

0

Projects

1

WoS Citations per Publication

0.58

Scopus Citations per Publication

3.33

Open Access Source

5

Supervised Theses

5

JournalCount
International Journal of Computational and Experimental Science and Engineering3
8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024 -- 8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024 -- 21 September 2024 through 22 September 2024 -- Malatya -- 2034231
Bilişim Teknolojileri Dergisi1
Evolutionary Intelligence1
IEEE Access1
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Author: Shaıkh, Noman AhmedSubject: Computer Engineering and Computer Science and Control

Scholarly Output Search Results

Now showing 1 - 1 of 1
  • Thumbnail Image
    Master Thesis
    Büyük Dil Modellerini Kullanarak Kod Örneklerinin Analizi ve Hata Ayıklama
    (2024) Shaıkh, Noman Ahmed; Sezen, Arda
    Kod hata ayıklama ve analizi zorlu bir görevdir. Özellikle otomatik olmayan hata yerelleştirme görevi kaynak tüketir ve hatanın kök nedenini belirlemek için önemli bir çaba gerektirir. Bu tezde, büyük dil modellerini kullanarak testsiz, otomatik satır seviyesi hata yerelleştirme incelenmiştir. Çalışmada, çift yönlü dikkat tabanlı mekanizma ve kod-anlama için önceden eğitilmiş büyük dil modelleri kullanıldı. Aynı zamanda büyük dil modellerinde girilen kodun satır seviyesi hatalılık puanlarını çıktı olarak vermesi için adaptör ayarlaması yapılmıştır. Ortaya çıkan model FLICoder olarak adlandırıldı. Farklı ayarlarla birden çok FLICoder modeli eğitildi ve mimarisinin çeşitli yönlerinin genel performans üzerindeki etkisi incelendi. FLICoder modeli ayrıca temel LLM tabanlı hata yerelleştirme çözümü ile karşılaştırılmış olup, FLICoder modelinin %25 - %52 iyileştirme gösterdiği tespit edilmiştir.