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Nevin Çini

Assistant Professor

Asst. Prof. Dr. Nevin Çini

Faculty of Engineering Computer Engineering

Send e-mail YÖK Academic CV ORCID
  • Makine Öğrenmesi
  • Veri Madenciliği
  • Yapay Zeka

Research Overview

Citations and impact
SourceCitationshThis year
Scopus 35 2 —
OpenAlex01.11.2026 33 2 9

Sources are counted separately and never summed; figures may differ between sources.

Citations by year · OpenAlex
09182021: 120212022: 220222023: 020232024: 320242025: 1820252026: 92026
Publications by year
00,512020: 120202021: 020212022: 020222023: 020232024: 120242025: 020252026: 12026
Journal quality and indexes
  • Scopus Q13
  • SCI-E3
Research fingerprint
  • Makine Öğrenmesi
  • Veri Madenciliği
  • Yapay Zeka

Source: YÖKSİS records, HKU Portal.

Education

  • 2017 – 2024PhD · Abdullah Gül ÜniversitesiFen Bilimleri Enstitüsü, Elektrik ve Bilgisayar Mühendisliği (DR) (İngilizce) — Deep learning models for traffic volume prediction
  • 2013 – 2016Master's · Melikşah ÜniversitesiFen Bilimleri Enstitüsü, Elektrik ve Bilgisayar Mühendisliği (YL) (Tezli) — Predicting relative job placement potentials and mining skill sets by analyzing online job ads
  • 2011 – 2012Bachelor's · Ege ÜniversitesiEğitim Fakültesi, Bilgisayar ve Öğretim Teknolojileri Eğitimi Bölümü

Positions & Experience

Academic positions

  • 2024 – PresentAssistant ProfessorHasan Kalyoncu University

Publications 3

  1. Article Long-term traffic volume prediction with a self-tuning attention-based model

    Çini Nevin

    Published in: Soft Computing, 2026

    • International
    • Peer-reviewed
    • SCI-Expanded
    • JCR Q2
    • Scopus Q1
    • CiteScore 8,7 · %99
    • Scopus citations: 0
    • OpenAlex citations: 0
    • Original Article
    https://doi.org/10.1007/s00500-026-11485-7

  2. Article A Deep Ensemble Approach for Long-Term Traffic Flow Prediction

    Çini Nevin, Aydin Zafer

    Published in: Arabian Journal for Science and Engineering · 49, 2024

    • International
    • Peer-reviewed
    • SCI-Expanded
    • Scopus Q1
    • CiteScore 7,1 · %87
    • Scopus citations: 21
    • OpenAlex citations: 22
    • Original Article
    https://doi.org/10.1007/s13369-023-08672-1

  3. Article A Methodology for Comparing the Reliability of GPU-Based and CPU-Based HPCs

    Çini Nevin, Yalçın Alkan Gülay

    Published in: ACM Computing Surveys · 53, 2020

    • International
    • Peer-reviewed
    • SCI-Expanded
    • Scopus Q1
    • CiteScore 65,2 · %99
    • Scopus citations: 14
    • OpenAlex citations: 11
    • Original Article
    https://doi.org/10.1145/3372790

Courses Taught 9

CoursesLevelLanguageYear
Temel Bilgisayar BilimleriBachelor'sTurkish2024-2025
Makine ÖğrenimiBachelor'sEnglish2024-2025
Sosyal Sorumluluk ProjesiBachelor'sEnglish2024-2025
Derin ÖğrenmeBachelor'sEnglish2024-2025
Veri İletişimi Ve Bilgisayar AğlarıBachelor'sEnglish2024-2025
Bitirme ProjesiBachelor'sEnglish2024-2025
Bilgisayar Programlama 2Bachelor'sEnglish2024-2025
Bilgisayar Programlama 1Bachelor'sEnglish2024-2025
Zaman Serisi AnaliziMaster'sTurkish2023-2024