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Numan ÇELEBİ

Prof.Dr.

Numan ÇELEBİ

Bilgisayar ve Bilişim Bilimleri Fakültesi

Bilişim Sistemleri Mühendisliği Bölümü

İletişim

ncelebi@sakarya.edu.tr

1.1 A-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q1 OLARAK TARANAN DERGİDE) :
1 Bayraktar, Ertugrul; Korkmaz, Burla Nur; Erarslan, Aras Umut; Celebi, Numan; - Traffic congestion-aware graph-based vehicle rerouting framework from aerial imagery - ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - Vol.119 - ISSN : 0952-1976 - DOI : 10.1016/j.engappai.2022.105769 - English - Article - 2023 - WOS:000921162300001
2 Mirkhan, A; Celebi, N; - Binary Representation of Polar Bear Algorithm for Feature Selection - COMPUTER SYSTEMS SCIENCE AND ENGINEERING - Vol.43 - pp.767 - ISSN : 0267-6192 - DOI : 10.32604/csse.2022.023249 - 2022 - English - Article - 2022 - WOS:000790328600012
3 Bayraktar, E; Basarkan, ME; Celebi, N; - A low-cost UAV framework towards ornamental plant detection and counting in the wild - ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING - Vol.167 - pp.1 - ISSN : 0924-2716 - DOI : 10.1016/j.isprsjprs.2020.06.012 - SEP 2020 - English - Article - 2020 - WOS:000561346200001
4 Zaimoglu, EA; Celebi, N; Yurtay, N; - Binary-Coded Tug of War Optimization Algorithm for Attribute Reduction Based on Rough Set - JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING - Vol.35 - pp.93 - ISSN : 1542-3980 - 2020 - English - Article - 2020 - WOS:000607198200006
5 Fatih Taşpınar, Numan Çelebi, Nedim Tutkun - Forecasting of daily natural gas consumption on regional basis in Turkey using various computational methods - Energy and Buildings - Vol.56 - pp.23 - 2013
6 Tuncay Özcan, Numan Çelebi, Şakir Esnaf - Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem - Expert Systems with Applications - Vol.38 - pp.9773 - 2011
1.1 B-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q2 OLARAK TARANAN DERGİDE) :
1 Suljagic, H; Bayraktar, E; Celebi, N; - Similarity based person re-identification for multi-object tracking using deep Siamese network - NEURAL COMPUTING & APPLICATIONS - ISSN : 0941-0643 - DOI : 10.1007/s00521-022-07456-2 - - English - Article - 2022 - WOS:000810800000003
2 Bayrak, MY; Celebi, N; Taskin, H; - A fuzzy approach method for supplier selection - PRODUCTION PLANNING & CONTROL - Vol.18 - pp.54 - ISSN : 0953-7287 - DOI : 10.1080/09537280600940713 - JAN - English - Article - 2007 - WOS:000243665600008
1.1 C-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q3 OLARAK TARANAN DERGİDE) :
1 Yelmenoglu, ED; Celebi, N; Tasci, T; - Saliency detection based on hybrid artificial bee colony and firefly optimization - PATTERN ANALYSIS AND APPLICATIONS - ISSN : 1433-7541 - DOI : 10.1007/s10044-022-01063-6 - - English - Article - 2022 - WOS:000781280300001
1.1 D-SCI, SCI-E, SSCI VEYA AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANMIŞ MAKALE (Q4 OLARAK TARANAN DERGİDE) :
1 Tasci, T; Celebi, N; - Real-time motion tracking enhancement via data-fusion based particle filter - TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES - Vol.29 - pp.2469 - ISSN : 1300-0632 - DOI : 10.3906/elk-2011-45 - 2021 - English - Article - 2021 - WOS:000703608400001
2 Chekol, B; Celebi, N; Tasci, T; - Segmented character recognition using curvature-based global image feature - TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES - Vol.27 - pp.3804 - ISSN : 1300-0632 - DOI : 10.3906/elk-1806-195 - English - Article - 2019 - WOS:000486425400038
3 Celebi, N; Selvi, IH - An integrated fuzzy-grey based approach to group decision making problem for a wagon company - JOURNAL OF INTELLIGENT & FUZZY SYSTEMS - Vol.26 - pp.353 - ISSN : 1064-1246 - DOI : 10.3233/IFS-120744 - English - Article - 2014 - WOS:000328936600035
1.3-ÜAK VE SAKARYA ÜNİVERSİTESİ SENATOSU TARAFINDAN BELİRLENEN ULUSLARARASI ALAN ENDEKSLERİNDE TARANAN DERGİLERDE YAYIMLANMIŞ VEYA ULAKBİM, TR-DİZİN TARAFINDAN TARANAN ULUSAL HAKEMLİ DERGİLERDE YAYIMLANMIŞ MAKALE :
1 Caner Erden, Numan Çelebi - Accident Causation Factor Analysis of Traffic Accidents using Rough Relational Analysis - International Journal of Rough Sets and Data Analysis - Vol.3(3) - pp.60-71 - ISSN : 2334-4598 - DOI : 10.4018/IJRSDA.2016070105 - 2016
1.6-SSCI, SCI-E VE AHCI KAPSAMINDAKİ DERGİLERDE YAYIMLANAN, TEKNİK NOT, KISA MAKALE, YORUM, VAKA TAKDİMİ, EDİTÖRE MEKTUP, ÖZET, KİTAP KRİTİĞİ, ARAŞTIRMA NOTU :
1 Amer Mirkhan, Numan Çelebi - A Hybrid Model of Heuristic Algorithm and Gradient Descent to Optimize Neural Networks - BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES - Vol.76 - pp.1 - ISSN : 0239-7528 - DOI : 10.24425/bpasts.2023.147924 - 2023
2 Mirkhan, Amer, Çelebi, Numan. - A hybrid model of heuristic algorithm and gradient descent to optimize neural networks - BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES - Vol. 71(6) - pp.1 - DOI : 10.24425/bpasts.2023.147924 - 2023
7.2-ULUSLARARASI KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 Tutkun, N; Celebi, N; - International Renewable and Sustainable Energy Conference IRSEC - PROCEEDINGS OF 2016 INTERNATIONAL RENEWABLE & SUSTAINABLE ENERGY CONFERENCE (IRSEC' 16) - pp.858 - ISSN : 2380-7385 - English - Proceedings Paper - 2016 - WOS:000466883000161
2 Tutkun, N; Celebi, N; Bozok, N; - International Renewable and Sustainable Energy Conference IRSEC - PROCEEDINGS OF 2016 INTERNATIONAL RENEWABLE & SUSTAINABLE ENERGY CONFERENCE (IRSEC' 16) - pp.432 - ISSN : 2380-7385 - English - Proceedings Paper - 2016 - WOS:000466883000083
3 Yüksel YURTAY,Nilüfer YURTAY,Numan ÇELEBİ,Nihal Zuhal BACINOĞLU,Gülşah AK - Sakarya İline Ait Yangın Verilerinin Veri Madenciliği Yöntemleriyle Değerlendirilmesi - 2014
4 EVİRGEN, H., ÇELEBİ, N. - A simulation Model For Kidney Allocation System - May-2007 - 2007
5 EVİRGEN, H.,ÇELEBİ, N., GÖÇER, M. - Otomatic Meter Reading Over GPRS - May 2006 - 2006
6 TORKUL,ORHAN;CELEBI,NUMAN - A RAPİD RESPONSE CELLULAR MANUFACTURİNG SYSTEM DESİGN USİNG DATA MİNİNG TECHNİQUES - 06 - JUNE - 2002 - B-SAU-5033
7.6-ULUSAL KONGRE VE SEMPOZYUMLARDA SÖZLÜ OLARAK SUNULAN VE TAM METİN OLARAK YAYIMLANAN TEBLİĞ :
1 TORKUL,ORHAN;ÖVER ÖZÇELİK,TİJEN;ÇELEBİ,NUMAN - BİR İŞLETMEYE ÖZGÜ ÜRETİM PROGRAMININ GERÇEKLEŞTİRİLMESİ - 0 - B-SAU-5054
13.1-LİSANSÜSTÜ DÜZEYDE DERS VERMEK. (SON 3 YILDA HER DERS İÇİN, HER YIL İÇİN EN FAZLA 5 DERS) :
1 META SEZGİSEL ALGORİTMALAR İLE OPTİMİZASYON - pp.3 - ISSN : 1 - 2023
13.2-LİSANS DÜZEYİNDE DERS VERMEK. (SON 3 YILDA HER DERS İÇİN, HER YIL İÇİN EN FAZLA 5 DERS) :
1 AYRIK MATEMATİK - 2013-2014 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.3 - ISSN : 1 - 2013
2 BİLGİSAYAR AĞLARI VE İNTERNET - 2013-2014 Eğitim Öğretim Yılı Ön Lisans/Lisans Dersleri - pp.2 - ISSN : 1 - 2013
MAKALELER
A hybrid model of heuristic algorithm and gradient descent to optimize neural networks
Traffic congestion-aware graph-based vehicle rerouting framework from aerial imagery
Binary Representation of Polar Bear Algorithm for Feature Selection
Similarity based person re-identification for multi-object tracking using deep Siamese network
Saliency detection based on hybrid artificial bee colony and firefly optimization
Saliency detection based on hybrid artificial bee colony and firefly optimization
Prediction of Student Performance Using Rough Set Theory And Backpropagation Neural Networks
Real-time motion tracking enhancement via data-fusion based particle filter
A low-cost UAV framework towards ornamental plant detection and counting in the wild
Binary-Coded Tug of War Optimization Algorithm for Attribute Reduction Based on Rough Set
Segmented character recognition using curvature-based global image feature
Accident Causation Factor Analysis of Traffic Accidents using Rough Relational Analysis
An Integrated Fuzzy Grey Based Approach to Group Decision Making Problem for a Wagon Company
Forecasting of daily natural gas consumption on regional basis in Turkey using various computational methods
Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem
A Fuzzy Approach Method for Supplier Selection
BİLDİRİLER
Dynamic Heuristic Approach to Enhance the Performance of Few-Shot Meta-Learning
CONTROLLED-ENVIRONMENT VERTICAL FARMING IN ORNAMENTAL PLANT PRODUCTION AND APPLICATION OF A DECISION SUPPORT SYSTEM: THE EXAMPLE OF HYBRID AFRICAN VIOLET
FlexiGPT: Engaging with Documents,
Chernoff Yüzleri ile Alzheimer Hastalığının Teşhis ve Tahmini
Turkish people’s Opinions and Feelings Towards TOGG Cars
Finding the Optimal Features Reduct, a Hybrid Model of Rough Set and Polar Bear Optimization
Sanayi 4.0 ve Bulut Bilişim
Mining Significant Factors Affecting the Respiratory TractDiseases Using Rough Set
Nesnelerin Interneti Tabanlı Vagon Takip Sistemi
A New Approach Towards Binarization of Multi-color Scene Text
Plant Detection in Aerial Images Using Deep Neural Networks for Smart Agricultral Applications
An Intelligent Feature Selection Method for Finding Rough Set Reducts Based on Tug of War Optimization Algorithm
İNGİLİZCEDEN TÜRKÇEYE NÖRAL MAKİNE ÇEVİRİSİNİN BAŞARIMDEĞERLENDİRMESİ
Saliency Detection with Hybrid Artificial Bee Colony- Firefly Optimization Method
Determination and Analysis of Factors Affecting Employee Motivation by Using Inductive Learning Method
A Novel Hybrid Edge Detection Technique: ABC-FA
Using Scale Invariant Feature Transform Feautres to Recognize Characters in Natural Scene Images
A Proposed Innovative Model Of The Engineering Education For Industry 4.0
Optimum Unit Sizing of Wind PV battery System Components in a Typical Residential Home
An Improved Approach to Minimise Energy Cost in a Small Wind photovoltaic Hybrid System
ANALYSIS OF THE EFFECTS OF STORE ATTRIBUTES ON SALES VIA ROUGH SETS THEORY
ENTROPİ İLE AĞIRLIKLANDIRILMIŞ SEZGİSEL BULANIK GRİ ANALİZ TABANLI DIŞ MEKAN SÜS BİTKİSİ ÜRETİM YERİ SEÇİM MODELİ
KİTAPLAR
Privacy Preservation and Secured Data Storage in Cloud Computing
R Programlama ve Veri Analizi
VERİ BİLİMİ
Advances in Intelligent Systems and Computing
Sanayi 4.0 Teknolojik Alanları ve Uygulamaları
MÜHENDİSLİKTE YAPAY ZEKA VE UYGULAMALARI 2
Encyclopedia of Information Science and Technology, Fourth Edition
Encyclopedia of E Health and Telemedicine
ARAŞTIRMA PROJELERİ
Makine Görüsü ve Derin Öğrenme Yöntemleri ile Otomotiv Sigorta Kutularındaki Yanlış Yerleştirilmiş Sigortaların ve Rölelerin Tespiti
Türkiye Vagon Sanayi A Ş Yeniden Yapılandırma Projesi
Sakarya Valiliği MEKSA Mesleki Eğitim Projesi
SAÜ Aydın Örme Sanayi ve Ticaret A. Ş. Otomasyon Projesi
EDİTÖRLÜK VE HAKEMLİK
Intelligent Techniques for Data Analysis in Diverse Settings
UZMANLIK ALANLARI
Veri Yönetimi ,Bilişim Sistemleri ,İş Analitiği