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akaturk Academic measurement
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Academician

FARUK POLAT

Profesör

Orta Doğu Teknik Üniversitesi Mühendislik Fakültesi Bilgisayar Mühendisliği Bölümü

Research topics OpenAlex
  1. Ana Dal Mühendislik Temel Alanı
  2. Yan Dal Bilgisayar Bilimleri ve Mühendisliği
Keywords YÖKSİS
Articles 44 YÖKSİS 44 · OpenAlex 0 Total citations 677 h-index 13 · OpenAlex Q1 articles 26 Scopus · WoS Q1 21 Best field rank #101 / 3,782 Side field · top 2.7% Co-authors 36 1 Turkish institutions

Citation impact

OpenAlex YÖKSİS articles matched in OpenAlex: 42 + YÖKSİS · co-author record: 5
h-index 13 Percentile in Türkiye: 91 #187 of 1,012 at their university by h-index
i10-index
20
Total citations
677
Top 8.7% in Türkiye
Per article
14.4
FWCI
2.29
1.00 = world average
World top 1%
1
World top 10%
12

Most cited articles

  1. Multiagent reinforcement learning using function approximation 2000 world top 10% 96 citations
  2. Limited Damage A A path search algorithm that considers damage as a feasibility criterion 2011 world top 10% 84 citations
  3. MOD Lite An Incremental Path PlanningAlgorithm Taking Care of Multiple Objectives 2016 world top 10% 68 citations
How is this computed?

h-index and citations are computed from the citation counts of this academic’s YÖKSİS articles matched in OpenAlex (not Google Scholar, WoS or Scopus). Unmatched articles are not included. 5 articles (36 citations) tagged with this academic’s YÖK author id in co-authors’ YÖKSİS records count only towards citations, h-index and i10; article counts, percentiles and rankings use their own YÖKSİS list. h-index on the OpenAlex author profile: 14.

Field ranking

YÖKSİS ?
Keyword rankings 3

Collaboration network

From the author lists of YÖKSİS publication records. Duplicate records of a work count once; institutions are co-authors’ current YÖKSİS affiliations.

Co-authors
36
With an akaturk profile
3
Turkish institutions
1
Co-authored works
%100

Academic co-authors 3

  1. ALPER DEMİR Doktor Öğretim Üyesi · İzmir Yüksek Teknoloji Enstitüsü 3
  2. HÜSEYİN AYDIN Doktor Öğretim Üyesi · Orta Doğu Teknik Üniversitesi same university 3
  3. CEM İYİGÜN Profesör · Orta Doğu Teknik Üniversitesi same university 2

National collaboration 1 institutions

Within own university3 joint works · Orta Doğu Teknik Üniversitesi

  1. İzmir Yüksek Teknoloji Enstitüsü 3 works · 1 academics

Other co-authors (incl. international) 33

Reda Alhajj 19Erkin Çilden 6Mehmet Tan 5Cagatay Undeger 4FATİH SEMİZ 3Utku Erdogdu 3Ahmet Engin Bayrak 2MELİS İLAYDA BAL 2OSMAN ABUL 2Sertan Girgin 2Tansel Ozyer 2Utku Sirin 2Ahmet CosarDemetrick DouglasEMRE ERGÜVENEvren CildenGuray ErusHalit OguztuzunM Ozgur BaykalMabule Gulcin OzsoyMakbule Guclin OzsoyMakbule Gulcin OzsoyMuhammed AlshalalfaMücahit Alkan YorgancıOmar ZarourOmer EkmekciOmer Ozgun IsikmanRokne JohnSaim SunelSelçuk ŞenkulSerhat BayiliSuheyda KucukpetekTugcem Oral

Authors without an akaturk profile (international researchers, retired or former academics, students, clinicians) are grouped by name spelling; short forms such as “Gulluce M.” join the single full name they match.

Indexes and citation percentiles

?
TR Index 0 articles
OpenAlex citation percentile
Top 1%1
Top 10%11
Avg · n 42 %67.4
Other counts

Scopus (SJR)

  • YÖKSİS rows 41

WoS (JCR)

  • YÖKSİS rows 44

Articles

Articles with YÖKSİS and OpenAlex source split; narrow by quartile or TR Index.

44articles

Journals with publications

25 journals

Narrow down

Scopus (SJR)
Q126 Q214 Q31 Q40
WoS (JCR)
Q121 Q211 Q32 Q410
TR Index
0articles

Article list

  1. 2025 Population-based exploration in reinforcement learning through repulsive reward shaping using eligibility traces Annals of Operations Research DOI 10.1007/s10479-023-05798-1 YÖKSİS SJR Q1 JCR Q2 OpenAlex 68.1%
  2. 2025 Task assignment strategies for capacitated agents engaged in lifelong pickup and delivery tasks Knowledge-Based Systems DOI 10.1016/j.knosys.2025.114281 YÖKSİS SJR Q1 JCR Q1 OpenAlex 81.2%
  3. 2024 Faster MIL-based Subgoal Identification for Reinforcement Learning by Tuning Fewer Hyperparameters ACM Transactions on Autonomous and Adaptive Systems DOI 10.1145/3643852 YÖKSİS SJR Q2 JCR Q2 OpenAlex 60.4%
  4. 2024 Potential-based reward shaping using state–space segmentation for efficiency in reinforcement learning Future Generation Computer Systems DOI 10.1016/j.future.2024.03.057 YÖKSİS SJR Q1 JCR Q1 OpenAlex 87.9%
  5. 2024 Relative distances approach for multi-traveling salesmen problem Knowledge-Based Systems DOI 10.1016/j.knosys.2024.112160 YÖKSİS SJR Q1 JCR Q1 OpenAlex 79.2%
  6. 2023 Solving an industry-inspired generalization of lifelong MAPF problem including multiple delivery locations Advanced Engineering Informatics DOI 10.1016/j.aei.2023.102026 YÖKSİS SJR Q1 JCR Q1 OpenAlex 73.2%
  7. 2023 Landmark based guidance for reinforcement learning agents under partial observability International Journal of Machine Learning and Cybernetics DOI 10.1007/s13042-022-01713-5 YÖKSİS SJR Q1 JCR Q2 OpenAlex 77.1%
  8. 2022 Using chains of bottleneck transitions to decompose and solve reinforcement learning tasks with hidden states Future Generation Computer Systems DOI 10.1016/j.future.2022.03.016 YÖKSİS SJR Q1 JCR Q1 OpenAlex 70.5%
  9. 2021 Incremental multi-agent path finding Future Generation Computer Systems DOI 10.1016/j.future.2020.09.032 YÖKSİS SJR Q1 JCR Q1 OpenAlex 67.6%
  10. 2020 Solving the area coverage problem with UAVs: A vehicle routing with time windows variation Robotics and Autonomous Systems DOI 10.1016/j.robot.2020.103435 YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 93.2%
  11. 2019 Effective feature reduction for link prediction in location-based social networks JOURNAL OF INFORMATION SCIENCE DOI 10.1177/0165551518808200 YÖKSİS SJR Q1 JCR Q2 OpenAlex 57.0%
  12. 2019 Effective induction of gene regulatory networks using a novel recommendation method International Journal of Data Mining and Bioinformatics DOI 10.1504/IJDMB.2019.099714 YÖKSİS SJR Q2 JCR Q4 OpenAlex 42.4%
  13. 2019 GENERATING EFFECTIVE INITIATION SETS FOR SUBGOAL-DRIVEN OPTIONS ADVANCES IN COMPLEX SYSTEMS DOI 10.1142/S0219525919500012 YÖKSİS SJR Q2 JCR Q3 OpenAlex 65.9%
  14. 2019 A context aware model for autonomous agent stochastic planning Robotics and Autonomous Systems DOI 10.1016/j.robot.2018.11.013 YÖKSİS SJR Q1 JCR Q2 OpenAlex 13.6%
  15. 2019 Automatic landmark discovery for learning agents under partial observability The Knowledge Engineering Review DOI 10.1017/S026988891900002X YÖKSİS SJR Q2 JCR Q4 OpenAlex 71.3%
  16. 2018 Realizing drug repositioning by adapting a recommendation system to handle the process BMC Bioinformatics DOI 10.1186/s12859-018-2142-1 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 92.2%
  17. 2017 Batch Mode TD(\lambda ) for Controlling Partially Observable Gene Regulatory Networks IEEE/ACM Transactions on Computational Biology and Bioinformatics DOI 10.1109/TCBB.2016.2595577 YÖKSİS SJR Q2 JCR Q1 OpenAlex 72.4%
  18. 2017 Employing decomposable partially observable Markov decision processes to control gene regulatory networks Artificial Intelligence in Medicine DOI 10.1016/j.artmed.2017.06.007 YÖKSİS SJR Q1 JCR Q1 OpenAlex 60.7%
  19. 2016 Effective gene expression data generation framework based on multi model approach Artificial Intelligence in Medicine DOI 10.1016/j.artmed.2016.05.003 YÖKSİS SJR Q2 JCR Q2 OpenAlex 66.3%
  20. 2016 MOD Lite An Incremental Path PlanningAlgorithm Taking Care of Multiple Objectives IEEE Transactions on Cybernetics DOI 10.1109/TCYB.2015.2399616 YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 92.7%

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