Prof. Dr. TARIK KÜÇÜKDENİZ

Yayın Ağı

Makaleler 36

1. ElectroML: an open-source web platform for machine learning-based analyte concentration prediction in electrochemical sensing

Akarsu C. H., Küçükdeniz T., Tüzün E., Karakuş S.

SOFTWAREX , cilt.34, ss.1-12, 2026 (SCI-Expanded)

2. Syngas Production Optimization via Advanced Metaheuristic Algorithms: Simulated Annealing and Differential Evolution

Kiriş B., Büyüksaatçı Kiriş S., Küçükdeniz T.

Hittite Journal of Science and Engineering , cilt.13, sa.2, ss.101-113, 2026 (TRDizin)

3. A novel hybrid tabu search and Q-learning algorithm for optimizing complex container loading problems

AKARSU C. H., KÜÇÜKDENİZ T.

INFOR , 2026 (SCI-Expanded, Scopus)

4. Integration of geochemical analysis and K-means clustering for sustainable management of various dam sediments

Kahyaoğlu İ. M., Uyanık A., AKARSU C. H., KÜÇÜKDENİZ T., KARAKUŞ S., GÜNEY M.

ANALYTICA CHIMICA ACTA , cilt.1379, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

5. Dose-dependent multifunctional effects of oxovanadium(IV) thiosemicarbazone complexes: A molecular modeling approach

Ilhan-Ceylan B., AYDIN A., Husamioglu M., Bolukbasi-Yalcinkaya O., Kose M., KÜÇÜKDENİZ T., et al.

INORGANIC CHEMISTRY COMMUNICATIONS , cilt.182, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

6. Extraction-driven copper-complex for electrochemical oxidation of PFOA on portable electrodes

Sharma B. P., Soomro R. A., Thapa A., KARAKUŞ S., KÜÇÜKDENİZ T., Ahmed I. A., et al.

MICROCHEMICAL JOURNAL , cilt.218, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

7. Non-enzymatic electrochemical sensors using Polyaniline:Metal orotate nanocomposites for selective dopamine and glucose detection: Predicting sensor performance with machine learning algorithms

Yıldız D. E., Taşaltın N., Baytemir G., Gürsu G., KARAKUŞ S., Yıldırım T., et al.

Materials Science in Semiconductor Processing , cilt.193, 2025 (SCI-Expanded, Scopus)

8. Optimizing Harvest Planning in Perishable Agricultural Production: A Data-Driven Approach Leveraging Weather Conditions and Clustering Analysis

Samasti M., KÜÇÜKDENİZ T.

Food and Energy Security , cilt.14, sa.3, 2025 (SCI-Expanded, Scopus)

9. Intelligent machine learning enabled sensor for acyclovir using NiMnO₃ flower-like electrocatalyst

Bux N., Hussain S., KÜÇÜKDENİZ T., Soomro R. A., Mersal G. A. M., KARAKUŞ S., et al.

MATERIALS SCIENCE AND ENGINEERING B-ADVANCED FUNCTIONAL SOLID-STATE MATERIALS , cilt.309, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

10. CuTCNQ for Enzyme-Free Glucose Oxidation Modeled with Deep Learning LSTM Networks

Sharma B. P., Hussain S., Khan N. U., Soomro R. A., Karakuş S., Küçükdeniz T., et al.

JOURNAL OF THE ELECTROCHEMICAL SOCIETY , cilt.1, ss.1-12, 2024 (SCI-Expanded)

11. Au-decorated Ti3C2Tx/porous carbon immunoplatform for ECM1 breast cancer biomarker detection with machine learning computation for predictive accuracy

Tumrani S. H., Soomro R. A., Thabet H. K., KARAKUŞ S., El-Bahy Z. M., KÜÇÜKDENİZ T., et al.

TALANTA , cilt.278, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

12. Enhanced electrochemical oxidation and machine learning-assisted sensing of tetrabromobisphenol A using activated carbon facilitated CoWO4 heterostructures

Jawaid S., Sharma B. P., Hussain Tumrani S., Abbas Z., Ali Soomro R., KARAKUŞ S., et al.

Materials Science and Engineering: B , cilt.308, 2024 (SCI-Expanded, Scopus)

13. Konteyner Yükleme Problemleri için Hibrit Tabu Arama Algoritması

Akarsu C. H., Küçükdeniz T.

ROMAYA-Researches on Multidisciplinary Approaches , cilt.4, sa.2, ss.184-194, 2024 (Scopus)

14. Enhanced detection of glucose with carbon quantum dot-modified copper oxide: Computational insight and machine learning modeling of electrochemical sensing

Khan N. U., Sharma B. P., Tumrani S. H., Zahoor M., Soomro R. A., KÜÇÜKDENİZ T., et al.

MICROCHEMICAL JOURNAL , cilt.204, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

15. Two-stage clustering and routing problem by using FCM and K-means with genetic algorithm

Pekel Özmen E., KÜÇÜKDENİZ T.

Sigma Journal of Engineering and Natural Sciences , cilt.42, sa.4, ss.1030-1038, 2024 (ESCI, Scopus)

16. Enhancing electrochemical detection through machine learning-driven prediction for canine mammary tumor biomarker with green silver nanoparticles

Enginler S. O., Kucukdeniz T., Dal G. E., Yildirim F., Cilasun G. E., Alkan F. U., et al.

ANALYTICAL AND BIOANALYTICAL CHEMISTRY , cilt.1, ss.5071-5088, 2024 (SCI-Expanded, Scopus)

17. Sonosynthesis and Artificial Intelligence-Enhanced Characterization of PEGylated Camellia sinensis-Encapsulated Zinc Oxide Nanoparticles: Cytotoxicity Capacity Against Cervical Cancer and Fibroblast Cells

Asmaz A., Üstün Alkan F., Kalaycılar İ. B., Küçükdeniz T., Özbaş F., Karakuş S.

JOURNAL OF TAIBAH UNIVERSITY FOR SCIENCE , cilt.18, sa.1, ss.1-15, 2024 (SCI-Expanded)

18. Integrated Data Modeling and Biological Evaluation of PEGylated Konjac Gum-Rosin Pentaerythritol Polymeric Nanocomposites for Enhanced Antimicrobial Performance

Yıldız A., Küçükdeniz T., İlgar M., Soomro R. A., Sayed M. E. E., Karakuş S.

JOURNAL OF POLYMERS AND THE ENVIRONMENT , cilt.32, ss.4633-4646, 2024 (SCI-Expanded)

19. Dynamic Forecasting of Traffic Event Duration in Istanbul: A Classification Approach with Real-Time Data Integration

Ulu M., TÜRKAN Y. S., Mengüç K., NAMLI E., KÜÇÜKDENİZ T.

Computers, Materials and Continua , cilt.80, sa.2, ss.2259-2281, 2024 (SCI-Expanded, Scopus)

20. Sonosynthesis and artificial intelligence-enhanced characterization of PEGylated Camellia sinensis-encapsulated zinc oxide nanoparticles: cytotoxicity capacity against cervical cancer and fibroblast cells

Asmaz A., Ustun-Alkan F., Kalaycilar I. B., Kucukdeniz T., Ozbas F., Karakus S.

JOURNAL OF TAIBAH UNIVERSITY FOR SCIENCE , cilt.18, sa.1, 2024 (SCI-Expanded, Scopus)

21. Latent Dirichlet allocation method-based nowcasting approach for prediction of silver price

Küçükdeniz T., Öndin S. Ö.

Accounting , cilt.9, sa.1, ss.131-152, 2023 (Hakemli Dergi)

22. OPTIMIZATION STRATEGIES IN SUPPLY CHAIN MANAGEMENT OF PERISHABLE PRODUCTS : A LITERATURE REVIEW

Küçükdeniz T.

International Journal of Anatolia Agricultural Engineering Sciences , cilt.5, sa.2, ss.27-41, 2023 (Hakemli Dergi)

23. Precipitation forecast with logistics regression methods for harvest optimization

Küçükdeniz T., Samastı M.

International Journal of Agriculture, Environment and Food Sciences , cilt.7, sa.1, ss.213-222, 2023 (TRDizin) Sürdürülebilir Kalkınma

24. Fuzzy Clustering With Derivative–Free Search Algorithm for Location of Biogas Energy Systems

Kiliçkaya G., Küçükdeniz T., Esnaf Ş.

International Journal of Operations Research and Information Systems , cilt.0, sa.0, 2022 (Hakemli Dergi)

25. Job shop scheduling with genetic algorithm-based hyperheuristic approach

Akarsu C. H., Küçükdeniz T.

International Advanced Researches and Engineering Journal , cilt.6, sa.1, ss.16-25, 2022 (TRDizin)

26. Fuzzy c-means and simulated annealing for planar location-routing problem

Bayturk E., KÜÇÜKDENİZ T., ESNAF Ş.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , cilt.43, sa.6, ss.7387-7398, 2022 (SCI-Expanded, Scopus)

27. A revised weighted fuzzy c-means and Nelder-Mead algorithm for probabilistic demand and customer positions

Bayturk E., ESNAF Ş., KÜÇÜKDENİZ T.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS , cilt.42, sa.1, ss.465-475, 2022 (SCI-Expanded, Scopus)

28. Suggestion and solution of a mathematical model for determining effective routes in football

Mengüç K., Kucukdeniz T.

INTERNATIONAL JOURNAL OF DATA MINING MODELLING AND MANAGEMENT , cilt.14, sa.2, ss.126-148, 2022 (ESCI, Scopus)

29. Revised Weighted Fuzzy C-Means and Fortified Weiszfeld Hybrid Method for Uncapacitated Multi-Facility Location Problems

Güzelgöz I., ESNAF Ş., KÜÇÜKDENİZ T.

International Journal of Operations Research and Information Systems (IJORIS) , cilt.10, sa.4, ss.53-71, 2019 (Hakemli Dergi)

30. Extended Single-Iteration Fuzzy C-Means, and Gustafson-Kessel Algorithms for Medium-Sized (106) Multisource Weber Problem

KÜÇÜKDENİZ T., ESNAF Ş., Baytürk E.

The International Journal of Operations Research and Information Systems (IJORIS) , cilt.10, sa.3, ss.1-15, 2019 (Hakemli Dergi)

31. Hybrid revised weighted fuzzy c-means clustering with Nelder-Mead simplex algorithm for generalized multisource Weber problem

Kucukdeniz T., Esnaf Ş.

JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT , cilt.31, sa.6, ss.908-924, 2018 (SSCI, Scopus)

32. Fuzzy C-Means Algorithm with Fixed Cluster Centers for Uncapacitated Facility Location Problems: Turkish Case Study

Esnaf S., Kucukdeniz T., Tuncbilek N.

SUPPLY CHAIN MANAGEMENT UNDER FUZZINESS: RECENT DEVELOPMENTS AND TECHNIQUES , cilt.313, ss.489-516, 2014 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

33. Solving Uncapacitated Planar Multi-facility Location Problems by a Revised Weighted Fuzzy c-means Clustering Algorithm

Esnaf S., Kucukdeniz T.

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING , cilt.21, ss.147-164, 2013 (SCI-Expanded, Scopus)

34. Integrated use of fuzzy c-means and convex programming for capacitated multi-facility location problem

Kucukdeniz T., Baray A., Ecerkale K., Esnaf S.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.39, sa.4, ss.4306-4314, 2012 (SCI-Expanded, Scopus)

35. A fuzzy clustering-based hybrid method for a multi-facility location problem

Esnaf S., Kucukdeniz T.

JOURNAL OF INTELLIGENT MANUFACTURING , cilt.20, sa.2, ss.259-265, 2009 (SCI-Expanded, Scopus)

36. Geri Dönüşüm Tesislerinin Yerinin Gustafson-Kessel Algoritması-Konveks Programlama Melez Modeli Tabanlı Simülasyon İle Belirlenmesi

Büyüksaatçı S., Küçükdeniz T., Esnaf Ş.

İSTANBUL TİCARET ÜNİVERSİTESİ FEN BİLİMLERİ DERGİSİ , cilt.13, sa.1, ss.1-20, 2008 (Hakemli Dergi) Sürdürülebilir Kalkınma

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 22

1. Enhanced Particle Swarm Optimization Using Fuzzy C-Means Clustering for Improved Convergence and Diversity

Akarsu C. H., Küçükdeniz T.

IMSS’25, Düzce, Türkiye, 25 - 27 Eylül 2025, ss.11-20, (Tam Metin Bildiri)

2. Optimizing Retail Workforce Management: Integrating Machine Learning Forecasting with Constraint Programming for Dynamic Shift Planning

Paksoy A., İlbaş İ. N., Küçükdeniz T.

8th European International Conference on Industrial Engineering and Operations Management (IEOM Paris 2025), Paris, Fransa, 2 - 04 Temmuz 2025, cilt.258, ss.388-402, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

3. Time-GPT and LLM-Based Methods for Enhanced Demand Forecasting in Retail: A Comparative Study

Altay Y., Akarsu C. H., Küçükdeniz T.

8th European Industrial Engineering and Operations Management Conference, Paris, Fransa, 2 - 04 Temmuz 2025, sa.259, ss.403-413, (Tam Metin Bildiri)

4. KÖPEK MEME TÜMÖR BİYOBELİRTEÇLERİNİN TESPİTİNDE METAL OKSİT NANOYAPI ESASLI BİYOSENSÖRLERİN GELİŞTİRİLMESİ VE YAPAY ZEKA UYGULAMALARI

Enginler S. Ö., Tüzün E., Sarı G., Sevim R., Özbaş F., Küçükdeniz T., et al.

24. Uluslararası Veteriner Hekimliği Öğrencileri Bilimsel Araştırma Kongresi, İstanbul, Türkiye, 11 - 13 Aralık 2024, ss.212-213, (Özet Bildiri)

5. NANOYAPI ESASLI SENSÖRLERİN GELİŞTİRİLMESİ VE MAKİNE ÖĞRENMESİ DESTEKLİ ALGORİTMALARIN KULLANILMASI

Sarı G., Tüzün E., Enginler S. Ö., Akarsu C. H., Küçükdeniz T., Karakuş S.

24. Uluslararası Veteriner Hekimliği Öğrencileri Bilimsel Araştırma Kongresi, İstanbul, Türkiye, 11 - 13 Aralık 2024, ss.97-98, (Özet Bildiri)

6. Integrated Warehouse Layout Planning with Fuzzy C-Means Clustering

Küçükdeniz T., Erkal Sönmez Ö.

International Conference on Intelligent and Fuzzy Systems - INFUS 2022, İzmir, Türkiye, 19 - 21 Temmuz 2022, ss.184-191, (Tam Metin Bildiri)

7. A Novel Fuzzy Clustering-Based Task Allocation Method for Location and Routing of Multi Robots in the Response Phase of Disasters

Osman A., KÜÇÜKDENİZ T.

International Conference on Intelligent and Fuzzy Systems, INFUS 2022, İzmir, Türkiye, 19 - 21 Temmuz 2022, cilt.504 LNNS, ss.119-127, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

8. A Revised Weighted Fuzzy C-Means and Center of Gravity Algorithm for Probabilistic Demand and Customer Positions

Bayturk E., Esnaf S., KÜÇÜKDENİZ T.

International Conference on Intelligent and Fuzzy Systems, INFUS 2020, İstanbul, Türkiye, 21 - 23 Temmuz 2020, ss.1523-1531, (Tam Metin Bildiri)

9. Two-Phase Fuzzy C-Means and Genetic Algorithm for Food Distribution

Baytürk E., Esnaf S., KÜÇÜKDENİZ T.

International Symposium for Production Research, ISPR 2020, Antalya, Türkiye, 24 - 26 Eylül 2020, ss.453-460, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

10. Three Dimensional Geographical Clustering & Optimization Hybrid Model for Facility Location-Allocation Problem

Özoğlu B., KÜÇÜKDENİZ T., ESNAF Ş.

10th International Symposium on Intelligent Manufacturing and Service Systems, IMSS’2019,, Sakarya, Türkiye, 9 - 11 Eylül 2019, ss.289-298, (Tam Metin Bildiri)

11. Nelder-Mead Simplex Search Algorithm for Weber Problem

Kılıçkaya G., ESNAF Ş., KÜÇÜKDENİZ T.

8th International Conference on Applied Analysis and Mathematical Modeling (ICAAMM19), İstanbul, Türkiye, 10 - 13 Mart 2019, ss.215, (Özet Bildiri)

12. A Comparison of Support Vector Regression and MultivariableGrey Model for Short-Term Wind Speed Forecasting

Bektaş Z., Küçükdeniz T., Özcan T.

1st International Web Conference On Forecasting (IWCF 2017), Giresun, Türkiye, 16 - 18 Ekim 2017, ss.3-11, (Tam Metin Bildiri)

13. Least Squares Boosting Algorithm on Short Term Load Forecasting

KÜÇÜKDENİZ T., ÖZCAN T.

8th Ege Energy Symposium And Exhibition, Afyon, Türkiye, 11 - 13 Mayıs 2016, ss.116, (Tam Metin Bildiri)

14. Kitlesel Bireyselleştirme İçin Endüstri Mühendisliği Odakli Yeni Performans Ölçütlerinin Geliştirilmesi

KÜÇÜKDENİZ T.

YAEM 2015 35. Ulusal Kongesi, Ankara, Türkiye, 9 - 11 Eylül 2015, ss.1, (Özet Bildiri)

15. Data Clustering By Particle Swarm Optimization With Focal Particles

Küçükdeniz T., ESNAF Ş.

International Workshop on Machine learning, Optimization and big Data – MOD 2015, Taormina, İtalya, 21 - 23 Temmuz 2015, ss.10, (Tam Metin Bildiri)

16. Data clustering by particle swarm optimization with the focal particles

KÜÇÜKDENİZ T., Esnaf Ş.

1st International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015, Taormina, Sicily, İtalya, 21 - 23 Temmuz 2015, cilt.9432, ss.280-292, (Tam Metin Bildiri)

17. Imperialist competitive algorithm compared with particle swarm optimization and K-means on document clustering (OPTI 2014)

Küçükdeniz T., Büyüksaatçi S.

1st International Conference on Engineering and Applied Sciences Optimization, OPT-i 2014, Kos Island, Yunanistan, 4 - 06 Haziran 2014, ss.1206-1216, (Tam Metin Bildiri)

18. Asfalt Geri Dönüşüm Tesislerinin Optimum Yer ve Kapasitelerinin Belirlenmesi için Bulanık Öbekleme Esaslı Simülasyon Uygulaması

Büyüksaatçı S., Küçükdeniz T., ESNAF Ş.

VIII. Ulusal Üretim Araştırmaları Sempozyumu, İstanbul, Türkiye, 1 - 04 Ekim 2008, ss.237-247, (Tam Metin Bildiri)

19. Fuzzy C-Means and Center of Gravity Combined Model for A Capacitated Planar Multiple Facility Location Problem

Esnaf Ş., Küçükdeniz T., Büyüksaatçı S.

International Conference on Multivariate Statistical Modeling & High Dimensional Data Mining, Kayseri, Kayseri, Türkiye, 1 - 04 Haziran 2008, ss.1, (Özet Bildiri)