• Projelerde Yaptığı Görevler
• 1 Türkiye'De İktisadi Ve İdari Bilimler Alanında Dijital Dönüşüm: Simülasyon Tabanlı Eğitim, Tübitak 1001, SENAL Serpil, KÜÇÜKSİLLE Ecir Uğur, OKSAY Aygen, ASLANTAŞ ATEŞ Burcu, BULGAN Gülay, AYDOĞAN Turgay, BÜYÜKER İŞLER Didar, 02.12.2021 - Devam Ediyor (ULUSAL)
• 2 121F208 Yapay Zeka Ve Olasılıksal Model Tabanlı Deprem Tehlike Haritası, Tübitak 1001, Özel Kadılar Gamze, KÜÇÜKSİLLE Ecir Uğur, Öncel Çekim Hatice, Eroğlu Kazak Tuba, Altun Emrah, Tekin Senem, Çan Tolga, 15.09.2021 - 25.07.2024 (ULUSAL)

• Uluslararası Hakemli Dergilerde Yayımlanan Makaleler
• 1 TURAN TÜLAY, KÜÇÜKSİLLE ECİR UĞUR, Legal text classification in Turkey: A machine learning approach to divorce and zoning decisions. Uluslararası Mühendislik Tasarım ve Teknoloji Dergisi, 6(2), , 53-63. Doi: 10.70669/ijedt.1491511, (2024), (Diğer)
• 2 YALÇINKAYA MEHMET ALİ, KÜÇÜKSİLLE ECİR UĞUR, Artificial Intelligence and Dynamic Analysis-Based Web Application Vulnerability Scanner. International Journal of Information Security, 16(1), , 55-77. Doi: 10.22042/isecure.2023.367746.847, (2024), (Diğer)
• 3 ÖZKAN KÜRŞAD, ÖZDEMİR SERKAN, ŞENOL ALİ, KÜÇÜKSİLLE ECİR UĞUR, A New Species Richness Measure Improved From Margalef And Menhinick Indices. Gazi University Journal of Science, 37(3), , 1056-1064. Doi: 10.35378/gujs.1336792, (2024), (Diğer)
• 4 KEMALOĞLU ALAGÖZ NAZAN, KÜÇÜKSİLLE ECİR UĞUR, System of automatic scientific article summarization in Turkish. Pamukkale University Journal of Engineering Sciences, 30(4), , 470-481. Doi: 10.5505/pajes.2023.77905, (2024), (Diğer)
• 5 ÇAPALI BUKET, KÜÇÜKSİLLE ECİR UĞUR, KEMALOĞLU ALAGÖZ NAZAN, A natural language processing framework for analyzing public transportation user satisfaction: a case study. Journal of Innovative Transportation, 4(1), , 17-24. Doi: 10.53635/jit.1274928, (2023), (TR DİZİN)
• 6 Kırboğa Kevser Kübra, Kırboğa Kevser Kübra, Abbasi Sumra, KÜÇÜKSİLLE Ecir Uğur, Explainability and white box in drug discovery. CHEMICAL BIOLOGY & DRUG DESIGN, 102(1), , 217-233. Doi: 10.1111/cbdd.14262, (2023), (SCI-Expanded) Q3
• 7 KIRBOĞA KEVSER KÜBRA, KÜÇÜKSİLLE ECİR UĞUR, NALDAN MUHAMMET EMİN, IŞIK MESUT, GÜLCÜ OKTAY, AKSAKAL EMRAH, CVD22: Explainable artificial intelligence determination of the relationship of troponin to D-Dimer, mortality, and CK-MB in COVID-19 patients. Computer Methods and Programs in Biomedicine , 0-0. Doi: 10.1016/j.cmpb.2023.107492, (2023), (SCI-Expanded) Q1
• 8 KIRBOĞA KEVSER KÜBRA, KÜÇÜKSİLLE ECİR UĞUR, Identifying Cardiovascular Disease Risk Factors in Adults with Explainable Artificial Intelligence. The Anatolian Journal of Cardiology, 27(11), , 657-663. Doi: 10.14744/AnatolJCardiol.2023.3214, (2023), (SCI-Expanded) Q4
• 9 Terzi Özlem, KÜÇÜKSİLLE Ecir Uğur, Baykal Tahsin, Taylan Emine Dilek, Deep and machine learning for daily streamflow estimation: a focus on LSTM, RFR and XGBoost. IWA Publishing, 18(10), , 2401-2414. Doi: 10.2166/wpt.2023.144, (2023), (ESCI: Emerging Sources Citation Index)
• 10 Ganal Samet, KÜÇÜKSİLLE ECİR UĞUR, YALÇINKAYA MEHMET ALİ, PhisherHunter: Module design for automatic detection of phishing websites and preventing user abuse. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 29(5), , 468-480. Doi: 10.5505/pajes.2022.22470, (2023), (ESCI: Emerging Sources Citation Index)
• 11 KIRBOĞA KEVSER KÜBRA, KÜÇÜKSİLLE ECİR UĞUR, KÖSE UTKU, Ignition of Small Molecule Inhibitors in Friedreichs Ataxia with Explainable Artificial Intelligence. BRAIN. Broad Research in Artificial Intelligence and Neuroscience, 14(3), , 287-313. Doi: 10.18662/brain/14.3/475, (2023), (ESCI: Emerging Sources Citation Index)
• 12 TURAN TÜLAY, KÜÇÜKSİLLE ECİR UĞUR, KEMALOĞLU ALAGÖZ NAZAN, Prediction of Turkish Constitutional Court Decisions with Explainable Artificial Intelligence. Bilge International Journal of Science and Technology Research, 7(2), , 128-141. Doi: 10.30516/bilgesci.1317525, (2023), (Diğer)
• 13 Güney Coskun Okan, Sari Abdullah, Cekim Hatice Oncel, KÜÇÜKSİLLE Ecir Uğur, Şentürk Özdemir, Gülsoy Serkan, Özkan Kürşad, An advanced approach for leaf flammability index estimation. International Journal of Wildland Fire, 31(3), , 277-290. Doi: 10.1071/WF21022, (2022), (SCI-Expanded) Q1
• 14 TAŞKIN SÜLEYMAN GÖKHAN, KÜÇÜKSİLLE ECİR UĞUR, TOPAL KAMİL, Detection of Turkish Fake News in Twitter with Machine Learning Algorithms. Arabian Journal for Science and Engineering, 47(2), , 2359-2379. Doi: 10.1007/s13369-021-06223-0, (2022), (SCI-Expanded) Q2
• 15 DURGUT SİNAN, KÜÇÜKSİLLE ECİR UĞUR, Türkiye’de Yapılan Akademik Çalışmaların Büyük Veri Araçları ile Bibliyometrik Analizi. Bilge International Journal of Science and Technology Research, 5(1), , 1-12. (2021), (Diğer)
• 16 VAROL ARISOY MERVE, KÜÇÜKSİLLE ECİR UĞUR, Landmine detection training simulation using virtual reality technology. Virtual Reality, 25(2), , 461-490. Doi: 10.1007/s10055-020-00467-1, (2021), (SCI-Expanded) Q1
• 17 TOKMAK MAHMUT, KÜÇÜKSİLLE ECİR UĞUR, KÖSE UTKU, Deep Learning Based Malware Detection Tool Development for Android Operating System. BRAIN. Broad Research in Artificial Intelligence and Neuroscience, 12(4), , 28-56. Doi: 10.18662/brain/12.4/237, (2021), (Diğer)
• 18 SARIMAN GÜNCEL, KÜÇÜKSİLLE ECİR UĞUR, A Novel Approach to Determine Software Security Level using Bayes Classifier via Static Code Metrics. Elektronika Ir Elektrotechnika, 22(2), , 73-80. Doi: 10.5755/j01.eie.22.2.12177, (2016), (SCI-Expanded) Q4
• 19 YILMAZ SELİM, KÜÇÜKSİLLE ECİR UĞUR, A new modification approach on bat algorithm for solving optimization problems. Applied Soft Computing , 259-275. Doi: 10.1016/j.asoc.2014.11.029, (2015), (SCI-Expanded) Q1
• 20 YILMAZ SELİM, KÜÇÜKSİLLE ECİR UĞUR, CENGİZ YAVUZ, Modified Bat Algorithm. Electronics and Electrical Engineering, 20(2), , 71-78. Doi: 10.5755/j01.eee.20.2.4762, (2014), (SCI-Expanded) Q4
• 21 DİKMEN ERKAN, Ayaz Mahir, Ezen H. Hüseyin, KÜÇÜKSİLLE ECİR UĞUR, ŞENCAN ŞAHİN ARZU, Estimation and optimization of thermal performance of evacuated tube solar collector system. HEAT AND MASS TRANSFER, 50(5), , 711-719. Doi: 10.1007/s00231-013-1282-0, (2014), (SCI-Expanded) Q3
• 22 YILMAZ SELİM, KÜÇÜKSİLLE ECİR UĞUR, Improved Bat Algorithm IBA on Continuous Optimization Problems. Lecture Notes on Software Engineering, 1(3), , 279-283. Doi: 10.7763/LNSE.2013.V1.61, (2013), (Diğer)
• 23 TERZİ SERDAL, SALTAN MEHMET, KÜÇÜKSİLLE ECİR UĞUR, KARAŞAHİN MUSTAFA, Backcalculation of pavement layer thickness using data mining. Neural Computing and Applications, 23(5), , 1369-1379. Doi: 10.1007/s00521-012-1083-2, (2013), (SCI-Expanded) Q2
• 24 KUŞCU ÖMER, KÜÇÜKSİLLE ECİR UĞUR, Heuristic Methods in Vehicle Routing Systems. Elektronika Ir Elektrotechnika, 107(1), , 65-70. (2011), (SCI-Expanded) Q4
• 25 SALTAN MEHMET, TERZİ SERDAL, KÜÇÜKSİLLE ECİR UĞUR, Backcalculation of pavement layer moduli and Poisson s ratio using data mining. EXPERT SYSTEMS WITH APPLICATIONS, 38(3), , 2600-2608. Doi: 10.1016/j.eswa.2010.08.050, (2011), (SCI-Expanded) Q1
• 26 KÜÇÜKSİLLE ECİR UĞUR, SELBAŞ REŞAT, ŞENCAN ŞAHİN ARZU, Prediction of thermodynamic properties of refrigerants using data mining. Energy Conversion and Management, 52(2), , 836-848. Doi: 10.1016/j.enconman.2010.08.009, (2011), (SCI-Expanded) Q1
• 27 KÜÇÜKSİLLE ECİR UĞUR, SELBAŞ REŞAT, ŞENCAN ŞAHİN ARZU, Data mining techniques for thermophysical properties of refrigerants. Energy Conversion and Management, 50(2), , 399-412. Doi: 10.1016/j.enconman.2008.09.002, (2009), (SCI-Expanded) Q1
• 28 ÇAKIR ABDÜLKADİR, ÇALIŞ HAKAN, KÜÇÜKSİLLE ECİR UĞUR, Data mining approach for supply unbalance detection in induction motor. Expert Systems with Applications, 36(9), , 11808-11813. Doi: 10.1016/j.eswa.2009.04.006, (2009), (SCI-Expanded) Q1
• 29 KESKİN MUSTAFA EROL, TERZİ ÖZLEM, KÜÇÜKSİLLE ECİR UĞUR, Data Mining Process for Integrated Evaporation Model. Journal of Irrigation and Drainage Engineering, 135(1), , 39-43. Doi: 10.1061/(ASCE)0733-9437(2009)135:1(39), (2009), (SCI-Expanded)

• Ulusal Hakemli Dergilerde Yayımlanan Makaleler
• 1 TOKMAK MAHMUT, KÜÇÜKSİLLE ECİR UĞUR, DERİN SİNİR AĞLARI VE YENİDEN ÖRNEKLEME METOTLARI İLE RUTİN KAN TESTLERİNE DAYALI COVID-19 TESPİTİ. Konya Journal of Engineering Sciences, 9(2), , 522-534. Doi: 10.36306/konjes.877805, (2021), (TR DİZİN)
• 2 TAŞKIN SÜLEYMAN GÖKHAN, KÜÇÜKSİLLE ECİR UĞUR, TOPAL KAMİL, Twitter üzerinde Türkçe sahte haber tespiti. Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 23(1), , 151-172. Doi: 10.25092/baunfbed.843909, (2021), (TR DİZİN)
• 3 KEMALOĞLU ALAGÖZ NAZAN, KÜÇÜKSİLLE ECİR UĞUR, ÖZGÜNSÜR Muhammed, Turkish Sentiment Analysis on Social Media. Sakarya University Journal of Science, 25(3), , 629-638. Doi: 10.16984/saufenbilder.872227, (2021), (TR DİZİN)
• 4 KÖSE METE, KÜÇÜKSİLLE ECİR UĞUR, BİLİŞİM ALTYAPISI ÜZERİNE SUNUCUSUZ MİMARİ PLATFORMU İNŞA ETME. Mühendislik Bilimleri ve Tasarım Dergisi, 9(2), , 683-700. Doi: 10.21923/jesd.929649, (2021), (TR DİZİN)

• Kitap
• 1 KIRBOĞA KEVSER KÜBRA, KÜÇÜKSİLLE ECİR UĞUR, Explainable Artificial Intelligence for Biomedical Applications(2023). River Publishers, Bölüm, (ULUSLARARASI)
• 2 TOKMAK MAHMUT, KÜÇÜKSİLLE ECİR UĞUR, Versatile Multidisciplinary Engineering Research(2022). SRA Academic Publishing, Bölüm, (ULUSLARARASI)
• 3 KÜÇÜKSİLLE ECİR UĞUR, YALÇINKAYA MEHMET ALİ, Ganal Samet, Bilgisayar Ve Elektronik Bilimlerinde Güncel Gelişmeler(2022). Iksad Publishing House, Bölüm, (ULUSLARARASI)
• 4 KEMALOĞLU NAZAN, AYDOĞAN TURGAY, KÜÇÜKSİLLE ECİR UĞUR, Artificial Intelligence for Data-Driven Medical Diagnosis(2021). De Gruyter, Bölüm, (ULUSLARARASI)