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@article{article,
author = {Sanisoğlu Meltem, BURNAZ HURİYE ŞEBNEM, KAYA TOLGA},
title = {A gateway toward truly responsive customers: using the uplift modeling to increase the performance of a B2B marketing campaign},
journal = {Journal of Marketing Analytics},
year = 2023,
month = 9
}
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Classifying the Success of Transfers Made by Turkish Super-League Teams Using Advanced Machine Learning Techniques
INFUS 2023: Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 262-268
ERDEN SERHAN BERKE, KAYMAK ÜNAL BERKE, KAYA TOLGA
@inproceedings{inproceedings,
author = {Erden Serhan Berke, Kaymak Ünal Berke, KAYA TOLGA},
title = {Classifying the Success of Transfers Made by Turkish Super-League Teams Using Advanced Machine Learning Techniques},
year = 2023,
pages = {262-268},
month = 8,
volume = 759
}
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Clustering AirBnB Listings in Istanbul Using Unsupervised Machine Learning Techniques
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ÖZÇİNİ MEHMET ATA, YILMAZ TUNA, KAYA TOLGA
@inproceedings{inproceedings,
author = {Özçini Mehmet Ata, Yılmaz Tuna, KAYA TOLGA},
title = {Clustering AirBnB Listings in Istanbul Using Unsupervised Machine Learning Techniques},
year = 2023,
pages = {197-205},
month = 8,
volume = 759
}
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Epic Poetry Summarization and Visualization by Using Sentiment Analysis, Topic Modeling and DALL-E
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@inproceedings{inproceedings,
author = {Köşnek Derya, Bozdağ Sinem, KAYA TOLGA},
title = {Epic Poetry Summarization and Visualization by Using Sentiment Analysis, Topic Modeling and DALL-E},
year = 2023,
pages = {709-716},
month = 8,
volume = 759
}
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Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach
INFORMATION, Vol. 14, No. 1, Ocak 2023, s. 25, ISSN: 2078-2489
YÜCEL ERTUĞRUL, BAYIR MUSA, KAYA TOLGA, YILDIRIM NİHAN
@article{article,
author = {Yücel Ertuğrul, Bayır Musa, KAYA TOLGA, YILDIRIM NİHAN},
title = {Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach},
journal = {INFORMATION},
year = 2023,
number = 1,
pages = {25},
month = 1,
volume = 14
}
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Predicting Sovereign Credit Ratings Using Machine Learning Algorithms Lecture Notes in Management and Industrial Engineering
2023, s. 52-61, Springer International Publishing
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@book{book,
author = {Ekmekçioğlu Mehmet, KAYA TOLGA, TOKMAKÇIOĞLU KAYA},
title = {Predicting Sovereign Credit Ratings Using Machine Learning Algorithms},
booktitle = {Lecture Notes in Management and Industrial Engineering},
year = 2023,
pages = {52-61},
publisher = {Springer International Publishing}
}
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2023, s. 1841-1846, IGI Global
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@book{book,
author = {TEKİN AHMET TEZCAN, KAYA TOLGA, ÇEBİ FERHAN},
title = {Stock Price Prediction: Fuzzy Clustering-Based Approach},
booktitle = {Encyclopedia of Data Science and Machine Learning},
year = 2023,
pages = {1841-1846},
publisher = {IGI Global}
}
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Energy Efficiency Optimization Application in Food Production Using IIOT Based Machine Learning Decision Making Using AI in Energy and Sustainability: Methods and Models for Policy and Practice
2023, s. 185-204, Springer International Publishing
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@book{book,
author = {Ömerali Mete, KAYA TOLGA},
title = {Energy Efficiency Optimization Application in Food Production Using IIOT Based Machine Learning},
booktitle = {Decision Making Using AI in Energy and Sustainability: Methods and Models for Policy and Practice},
year = 2023,
pages = {185-204},
publisher = {Springer International Publishing}
}
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Classification of Authentic and Fake Online Reviews with Supervised Machine Learning Techniques
ICMSEM 2022: Sixteenth International Conference on Management Science and Engineering Management, Ankara/TÜRKİYE, No. 144, 3 Ağustos 2022, s. 309-319
KURTCAN BETUL DURKAYA, KAYA TOLGA
@inproceedings{inproceedings,
author = {Kurtcan Betul Durkaya, KAYA TOLGA},
title = {Classification of Authentic and Fake Online Reviews with Supervised Machine Learning Techniques},
year = 2022,
number = 144,
pages = {309-319},
month = 8
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Decarbonization of Turkey: Text Mining Based Topic Modeling for the Literature
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@inproceedings{inproceedings,
author = {YILMAZ SELİN, Yeşil Ercem, KAYA TOLGA},
title = {Decarbonization of Turkey: Text Mining Based Topic Modeling for the Literature},
year = 2022,
pages = {372-379},
month = 7,
volume = 505
}
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Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, 19 Temmuz 2022
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@inproceedings{inproceedings,
author = {Sanisoğlu Meltem, KAYA TOLGA, BURNAZ HURİYE ŞEBNEM},
title = {Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach},
year = 2022,
month = 7
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Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 86-92
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author = {Gürbüz Anıl, Biçer Ezgi, KAYA TOLGA},
title = {Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques},
year = 2022,
pages = {86-92},
month = 7,
volume = 505
}
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Analysis of Covid-19 News Using Text Mining Techniques
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 438-445
ÇAĞATAY EMİNE, SÜNNETÇİ BAHAR YEŞİM, ORBAY SELİN, KAYA TOLGA
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author = {Çağatay Emine, Sünnetçi Bahar Yeşim, Orbay Selin, KAYA TOLGA},
title = {Analysis of Covid-19 News Using Text Mining Techniques},
year = 2022,
pages = {438-445},
month = 7,
volume = 505
}
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Store Segmentation in Retail Industry Using Clustering Algorithms
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 409-416
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author = {ÜNAL AYŞEGÜL, ÖNAL MERVE, KAYA TOLGA, ÖZCAN TUNCAY},
title = {Store Segmentation in Retail Industry Using Clustering Algorithms},
year = 2022,
pages = {409-416},
month = 7,
volume = 505
}
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A Supervised Learning Approach to Store Choice Behavior Modeling Using Consumer Panel Metrics
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022
SOBHANİ MOZHGAN, KAYA TOLGA
@inproceedings{inproceedings,
author = {Sobhani Mozhgan, KAYA TOLGA},
title = {A Supervised Learning Approach to Store Choice Behavior Modeling Using Consumer Panel Metrics},
year = 2022,
month = 7,
volume = 505
}
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An unsupervised learning approach to basket type definition in FMCG sector based on household panel data
International Journal of Information and Decision Sciences, Vol. 14, Ocak 2022, ISSN: 1756-7017
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@article{article,
author = {Yiğit Ahmet Talha, DOĞRUAK UTKU, KAYA TOLGA},
title = {An unsupervised learning approach to basket type definition in FMCG sector based on household panel data},
journal = {International Journal of Information and Decision Sciences},
year = 2022,
month = 1,
volume = 14
}
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Product Lifecycle Management Application Selection Framework Based on Interval-valued Spherical Fuzzy COPRAS
Journal of Intelligent & Fuzzy Systems, Vol. 42, No. 1, Ocak 2022, s. 425-438, ISSN: 1064-1246
ÖMERALİ METE, KAYA TOLGA
@article{article,
author = {Ömerali Mete, KAYA TOLGA},
title = {Product Lifecycle Management Application Selection Framework Based on Interval-valued Spherical Fuzzy COPRAS},
journal = {Journal of Intelligent & Fuzzy Systems},
year = 2022,
number = 1,
pages = {425-438},
month = 1,
volume = 42
}
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Analysing the Effects of Weather Conditions on Container Terminal Operations Using Machine Learning
International Journal of Business Analytics, Vol. 9, Ocak 2022, ISSN: 2334-4547
ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN
@article{article,
author = {ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN},
title = {Analysing the Effects of Weather Conditions on Container Terminal Operations Using Machine Learning},
journal = {International Journal of Business Analytics},
year = 2022,
month = 1,
volume = 9
}
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Augmented Reality Application Selection Framework Using Spherical Fuzzy COPRAS Multi Criteria Decision Making
Cogent Engineering, Vol. 9, No. 1, Ocak 2022, ISSN: 2331-1916
ÖMERALİ METE, KAYA TOLGA
@article{article,
author = {Ömerali Mete, KAYA TOLGA},
title = {Augmented Reality Application Selection Framework Using Spherical Fuzzy COPRAS Multi Criteria Decision Making},
journal = {Cogent Engineering},
year = 2022,
number = 1,
month = 1,
volume = 9
}
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Customer Lifetime Value Prediction for Gaming Industry: Fuzzy Clustering Based Approach
Journal of Intelligent & Fuzzy Systems, Vol. 42, No. 1, Ocak 2022, s. 87-96, ISSN: 1064-1246
TEKİN AHMET TEZCAN, KAYA TOLGA, ÇEBİ FERHAN
@article{article,
author = {TEKİN AHMET TEZCAN, KAYA TOLGA, ÇEBİ FERHAN},
title = {Customer Lifetime Value Prediction for Gaming Industry: Fuzzy Clustering Based Approach},
journal = {Journal of Intelligent & Fuzzy Systems},
year = 2022,
number = 1,
pages = {87-96},
month = 1,
volume = 42
}
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Exploring the Third Wave of Feminism Through Hierarchical Clustering and Sentiment Analysis New Perspectives in Operations Research and Management Science
2022, s. 171-205, Springer International Publishing
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@book{book,
author = {AY H. UMUTCAN, GÜNESEN S. NAZLI, KAYA TOLGA},
title = {Exploring the Third Wave of Feminism Through Hierarchical Clustering and Sentiment Analysis},
booktitle = {New Perspectives in Operations Research and Management Science},
year = 2022,
pages = {171-205},
publisher = {Springer International Publishing}
}
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The Bullying Game: Sexism Based Toxic Language Analysis on Online Games Chat Logs by Text Mining
International Conference on Gender Studies and Sexuality, Amsterdam/HOLLANDA, 5 Kasım 2021
EKİCİLER ASLI, AHİOĞLU İMRAN, YILDIRIM NİHAN, İLKKARACAN AJAS İPEK, KAYA TOLGA
@inproceedings{inproceedings,
author = {Ekiciler Aslı, Ahioğlu İmran, YILDIRIM NİHAN, İLKKARACAN AJAS İPEK, KAYA TOLGA},
title = {The Bullying Game: Sexism Based Toxic Language Analysis on Online Games Chat Logs by Text Mining},
year = 2021,
month = 11
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Customer Segmentation Using RFM Model and Clustering Methods in Online Retail Industry
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 69-77
ACAR SEZGI, KOROGLU FATMA, DUYULER BATUHAN, KAYA TOLGA, ÖZCAN TUNCAY
@inproceedings{inproceedings,
author = {ACAR SEZGI, KOROGLU FATMA, DUYULER BATUHAN, KAYA TOLGA, ÖZCAN TUNCAY},
title = {Customer Segmentation Using RFM Model and Clustering Methods in Online Retail Industry},
year = 2021,
pages = {69-77},
month = 8,
volume = 307
}
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Stock Price Prediction of Turkish Banks Using Machine Learning Methods
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, INFUS 2021, İzmir/TÜRKİYE, Vol. 308, 24 Ağustos 2021, s. 222-229
EGÜZ BORA, ÇORBACI FIRAT ERSİN, KAYA TOLGA
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author = {Egüz Bora, Çorbacı Fırat Ersin, KAYA TOLGA},
title = {Stock Price Prediction of Turkish Banks Using Machine Learning Methods},
year = 2021,
pages = {222-229},
month = 8,
volume = 308
}
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Investigation of Turkish Literary Poetry by Unsupervised Text Mining Methods
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 901-909
AKGÜN AYSE NİSA, CALISIR ZEYNEP DEREN, KAYA TOLGA
@inproceedings{inproceedings,
author = {AKGÜN AYSE NİSA, CALISIR ZEYNEP DEREN, KAYA TOLGA},
title = {Investigation of Turkish Literary Poetry by Unsupervised Text Mining Methods},
year = 2021,
pages = {901-909},
month = 8,
volume = 307
}
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Clustering English Premier League Referees Using Unsupervised Machine Learning Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 230-237
ISPA MUSTAFA, YARISAN UFUK, KAYA TOLGA
@inproceedings{inproceedings,
author = {ISPA MUSTAFA, YARISAN UFUK, KAYA TOLGA},
title = {Clustering English Premier League Referees Using Unsupervised Machine Learning Techniques},
year = 2021,
pages = {230-237},
month = 8,
volume = 307
}
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National Basketball Association Player Salary Prediction Using Supervised Machine Learning Methods
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 189-196
OZBALTA EMIRHAN, YAVUZ MUCAHIT, KAYA TOLGA
@inproceedings{inproceedings,
author = {OZBALTA EMIRHAN, YAVUZ MUCAHIT, KAYA TOLGA},
title = {National Basketball Association Player Salary Prediction Using Supervised Machine Learning Methods},
year = 2021,
pages = {189-196},
month = 8,
volume = 307
}
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A Machine Learning-Based Decision Support System Design for Restraining Orders in Turkey
COMPSAC 2021, IEEE 45th Annual Computers, Software, and Applications Conference, 12 Temmuz 2021, s. 1521-1526
AY H. UMUTCAN, ÖNER H. AYSU, YILDIRIM NİHAN, KAYA TOLGA
@inproceedings{inproceedings,
author = {AY H. UMUTCAN, Öner H. Aysu, YILDIRIM NİHAN, KAYA TOLGA},
title = {A Machine Learning-Based Decision Support System Design for Restraining Orders in Turkey},
year = 2021,
pages = {1521-1526},
month = 7
}
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Customer Churn Prediction in FMCG Sector Using Machine Learning Applications
AI4KM: 8th IFIP WG, Advances in Information and Communication Technology, Yokohama/JAPONYA, Vol. 614, 7 Ocak 2021
GÜNESEN S. NAZLI, ŞEN NECİP, YILDIRIM NİHAN, KAYA TOLGA
@inproceedings{inproceedings,
author = {GÜNESEN S. NAZLI, Şen Necip, YILDIRIM NİHAN, KAYA TOLGA},
title = {Customer Churn Prediction in FMCG Sector Using Machine Learning Applications},
year = 2021,
month = 1,
volume = 614
}
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Customer Churn Prediction in FMCG Sector Using Machine Learning Applications Artificial Intelligence for Knowledge Management IFIP - The International Federation for Information Processing
2021, s. 82-103, Springer International Publishing
GÜNESEN S. NAZLI, ŞEN NECİP, YILDIRIM NİHAN, KAYA TOLGA
@book{book,
author = {GÜNESEN S. NAZLI, Şen Necip, YILDIRIM NİHAN, KAYA TOLGA},
title = {Customer Churn Prediction in FMCG Sector Using Machine Learning Applications},
booktitle = {Artificial Intelligence for Knowledge Management IFIP - The International Federation for Information Processing},
year = 2021,
pages = {82-103},
publisher = {Springer International Publishing}
}
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An XGBoost-lasso ensemble modeling approach to football player value assessment
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, Vol. 39, No. 5, Kasım 2020, s. 6303-6314, ISSN: 1064-1246
YİĞİT AHMET TALHA, SAMAK BARIŞ, KAYA TOLGA
@article{article,
author = {Yiğit Ahmet Talha, Samak Barış, KAYA TOLGA},
title = {An XGBoost-lasso ensemble modeling approach to football player value assessment},
journal = {JOURNAL OF INTELLIGENT & FUZZY SYSTEMS},
year = 2020,
number = 5,
pages = {6303-6314},
month = 11,
volume = 39
}
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Should firms investigating in IOT domain buy or implement in their Industry 4.0 initiatives? An application of Type-2 Fuzzy COPRAS
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, Vol. 39, No. 5, Kasım 2020, s. 6539-6552, ISSN: 1064-1246
ÖMERALİ METE, KAYA TOLGA
@article{article,
author = {Ömerali Mete, KAYA TOLGA},
title = {Should firms investigating in IOT domain buy or implement in their Industry 4.0 initiatives? An application of Type-2 Fuzzy COPRAS},
journal = {JOURNAL OF INTELLIGENT & FUZZY SYSTEMS},
year = 2020,
number = 5,
pages = {6539-6552},
month = 11,
volume = 39
}
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Exploration of the Waves of Feminism Using Sentiment Based Text Mining Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, Vol. 1197, 21 Temmuz 2020, s. 850-857
AY H. UMUTCAN, KAYA TOLGA, GÜNESEN S. NAZLI
@inproceedings{inproceedings,
author = {AY H. UMUTCAN, KAYA TOLGA, GÜNESEN S. NAZLI},
title = {Exploration of the Waves of Feminism Using Sentiment Based Text Mining Techniques},
year = 2020,
pages = {850-857},
month = 7,
volume = 1197
}
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Influencer Identification System Design Using Machine Learning Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, 21 Temmuz 2020
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@inproceedings{inproceedings,
author = {Israfilova Elvira, Arslan Armağan, YILDIRIM NİHAN, KAYA TOLGA},
title = {Influencer Identification System Design Using Machine Learning Techniques},
year = 2020,
month = 7
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Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, Vol. 1197, 21 Temmuz 2020, s. 79-86
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@inproceedings{inproceedings,
author = {Yiğit Ahmet Talha, KAYA TOLGA, DOĞRUAK UTKU},
title = {Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques},
year = 2020,
pages = {79-86},
month = 7,
volume = 1197
}
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Click Prediction in Digital Advertisements: A Fuzzy Approach to Model Selection
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, 21 Temmuz 2020, s. 213-220
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@inproceedings{inproceedings,
author = {TEKİN AHMET TEZCAN, KAYA TOLGA, ÇEBİ FERHAN},
title = {Click Prediction in Digital Advertisements: A Fuzzy Approach to Model Selection},
year = 2020,
pages = {213-220},
month = 7
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Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, Vol. 1197, 21 Temmuz 2020, s. 71-78
YİĞİT AHMET TALHA, KAYA TOLGA, DOĞRUAK UTKU
@inproceedings{inproceedings,
author = {Yiğit Ahmet Talha, KAYA TOLGA, DOĞRUAK UTKU},
title = {Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data},
year = 2020,
pages = {71-78},
month = 7,
volume = 1197
}
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Container Terminal Workload Modeling Using Machine Learning Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, Vol. 1197, 21 Temmuz 2020, s. 1149-1155
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@inproceedings{inproceedings,
author = {ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN},
title = {Container Terminal Workload Modeling Using Machine Learning Techniques},
year = 2020,
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volume = 1197
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Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
Cham/ALMANYA, 2020, s. 273-280, Springer
SARICAOĞLU AHMET EMİN, AKSOY ABİDİN, KAYA TOLGA
@book{book,
author = {SARICAOĞLU AHMET EMİN, AKSOY ABİDİN, KAYA TOLGA},
title = {Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques},
booktitle = {Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making},
year = 2020,
pages = {273-280},
publisher = {Springer}
}
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Football Player Value Assessment Using Machine Learning Techniques Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
Cham/ALMANYA, 2020, s. 289-297, Springer
YİĞİT AHMET TALHA, SAMAK BARIŞ, KAYA TOLGA
@book{book,
author = {Yiğit Ahmet Talha, Samak Barış, KAYA TOLGA},
title = {Football Player Value Assessment Using Machine Learning Techniques},
booktitle = {Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making},
year = 2020,
pages = {289-297},
publisher = {Springer}
}
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Cham/ALMANYA, 2020, s. 464-471, Springer
ZEYBEK ÖMER, KAYA TOLGA, ÜLENGİN KEMAL BURÇ, ÖZTÜRK IŞIL
@book{book,
author = {ZEYBEK ÖMER, KAYA TOLGA, ÜLENGİN KEMAL BURÇ, ÖZTÜRK IŞIL},
title = {Decomposing the Impact of Sales Promotions on a Large Scale Retailer’s Business Performance},
booktitle = {Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making},
year = 2020,
pages = {464-471},
publisher = {Springer}
}
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Car Damage Analysis for Insurance Market Using Convolutional Neural Networks Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making
Cham/ALMANYA, 2020, s. 313-321, Springer
ARTAN TOLGA, KAYA TOLGA
@book{book,
author = {ARTAN TOLGA, KAYA TOLGA},
title = {Car Damage Analysis for Insurance Market Using Convolutional Neural Networks},
booktitle = {Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making},
year = 2020,
pages = {313-321},
publisher = {Springer}
}
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Public investment in care services in Turkey: Promoting employment gender inclusive growth
Journal of Policy Modeling, Vol. 41, No. 6, Kasım 2019, s. 1210-1229, ISSN: 0161-8938
KİM KİJONG,İLKKARACAN AJAS İPEK,KAYA TOLGA
@article{article,
author = {Kim Kijong,İLKKARACAN AJAS İPEK,KAYA TOLGA},
title = {Public investment in care services in Turkey: Promoting employment gender inclusive growth},
journal = {Journal of Policy Modeling},
year = 2019,
number = 6,
pages = {1210-1229},
month = 11,
volume = 41
}
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Football Player Value Assessment Using Machine Learning Techniques
INFUS 2019, 23 Temmuz 2019
YİĞİT AHMET TALHA,SAMAK BARIŞ,KAYA TOLGA
@inproceedings{inproceedings,
author = {YİĞİT AHMET TALHA,SAMAK BARIŞ,KAYA TOLGA},
title = {Football Player Value Assessment Using Machine Learning Techniques},
year = 2019,
month = 7
}
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Car Damage Analysis for Insurance Market Using Convolutional Neural Networks
INFUS 2019, 23 Temmuz 2019
ARTAN TOLGA,KAYA TOLGA
@inproceedings{inproceedings,
author = {ARTAN TOLGA,KAYA TOLGA},
title = {Car Damage Analysis for Insurance Market Using Convolutional Neural Networks},
year = 2019,
month = 7
}
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Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques
INFUS 2019, 23 Temmuz 2019
SARICAOĞLU AHMET EMİN,AKSOY ABİDİN,KAYA TOLGA
@inproceedings{inproceedings,
author = {SARICAOĞLU AHMET EMİN,AKSOY ABİDİN,KAYA TOLGA},
title = {Prediction of Turkish Super League Match Results Using Supervised Machine Learning Techniques},
year = 2019,
month = 7
}
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Decomposing the Impact of Sales Promotions on a Large Scale Retailer’xxs Business Performance
INFUS 2019, 23 Temmuz 2019
ZEYBEK ÖMER,KAYA TOLGA,ÜLENGİN KEMAL BURÇ,ÖZTÜRK IŞIL
@inproceedings{inproceedings,
author = {ZEYBEK ÖMER,KAYA TOLGA,ÜLENGİN KEMAL BURÇ,ÖZTÜRK IŞIL},
title = {Decomposing the Impact of Sales Promotions on a Large Scale Retailer’xxs Business Performance},
year = 2019,
month = 7
}
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Monitoring Brand Performance Based on Household Panel Indicators Using a Fuzzy Rank-based Oreste Methodology
JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, Vol. 31, No. 5/6, Aralık 2018, s. 443-467, ISSN: 1542-3980
KAYA TOLGA
@article{article,
author = {KAYA TOLGA},
title = {Monitoring Brand Performance Based on Household Panel Indicators Using a Fuzzy Rank-based Oreste Methodology},
journal = {JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING},
year = 2018,
number = 5/6,
pages = {443-467},
month = 12,
volume = 31
}
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ŞENESEN GÜLAY GÜNLÜK,KAYA TOLGA,ŞENESEN MUSTAFA ÜMİT
@article{article,
author = {ŞENESEN GÜLAY GÜNLÜK,KAYA TOLGA,ŞENESEN MUSTAFA ÜMİT},
title = {Promoting investment in the Turkish construction sector: a structural path analysis},
journal = {Economic Systems Research},
year = 2018,
number = 3,
pages = {422-438},
month = 11,
volume = 30
}
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Solid waste collection system selection for smart cities based on a type-2 fuzzy multi-criteria decision technique
Soft Computing, Vol. 22, No. 15, Ağustos 2018, s. 4879-4890, ISSN: 1432-7643
TOPALOĞLU MÜRŞİDE,YARKIN FERHAT,KAYA TOLGA
@article{article,
author = {Topaloğlu Mürşide,Yarkın Ferhat,KAYA TOLGA},
title = {Solid waste collection system selection for smart cities based on a type-2 fuzzy multi-criteria decision technique},
journal = {Soft Computing},
year = 2018,
number = 15,
pages = {4879-4890},
month = 8,
volume = 22
}
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Makine Ögrenmesi Yöntemleriyle Mobil Servis Deneyimi Tahmini
2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, Turkey/TÜRKİYE, 2 Mayıs 2018, s. 1-4
YİĞİT İBRAHİM ONURALP,ÇİFTÇİ SELAMİ,KALYONCU FEYZULLAH ALİM,KAYA TOLGA
@inproceedings{inproceedings,
author = {Yiğit İbrahim Onuralp,Çiftçi Selami,Kalyoncu Feyzullah Alim,KAYA TOLGA},
title = {Makine Ögrenmesi Yöntemleriyle Mobil Servis Deneyimi Tahmini},
year = 2018,
pages = {1-4},
month = 5
}
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Conference on Gender and Macroeconomics - IMF Headquarters, Washington, D.C., Washington, D.C./AMERİKA BİRLEŞİK DEVLETLERİ, 23 Mart 2017
KİM KİJONG,İLKKARACAN AJAS İPEK,KAYA TOLGA
@inproceedings{inproceedings,
author = {Kim Kijong,İLKKARACAN AJAS İPEK,KAYA TOLGA},
title = {Investing in Social Care Infrastructure and Employment Generation: A Distributional Analysis of the Care Economy in Turkey.},
year = 2017,
month = 3
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Technological and Economic Development of Economy, Vol. 23, No. 5, Ocak 2017, s. 726-741, ISSN: 2029-4913
UMUT GÜNDÜZ,KAYA TOLGA
@article{article,
author = {Umut Gündüz,KAYA TOLGA},
title = {Regional employment generation potential of the Turkish labor market An inter sectoral perspectIve},
journal = {Technological and Economic Development of Economy},
year = 2017,
number = 5,
pages = {726-741},
month = 1,
volume = 23
}
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Investing in Social Care Infrastructure and Employment Generation: A Distributional Analysis of the Care Economy in Turkey
Levy Economics Institute Working Papers, Ocak 2017
KİM KİJONG,İLKKARACAN AJAS İPEK,KAYA TOLGA
@article{article,
author = {Kim Kijong,İLKKARACAN AJAS İPEK,KAYA TOLGA},
title = {Investing in Social Care Infrastructure and Employment Generation: A Distributional Analysis of the Care Economy in Turkey},
journal = {Levy Economics Institute Working Papers},
year = 2017,
month = 1
}
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Unraveling the Energy use Network of Construction Sector inTurkey using Structural Path Analysis
International Journal of Energy Economics and Policy, Vol. 7, No. 1, Ocak 2017, s. 31-43, ISSN: 2146-4553
KAYA TOLGA
@article{article,
author = {KAYA TOLGA},
title = {Unraveling the Energy use Network of Construction Sector inTurkey using Structural Path Analysis},
journal = {International Journal of Energy Economics and Policy},
year = 2017,
number = 1,
pages = {31-43},
month = 1,
volume = 7
}
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Evaluation of Alternative Energy Scenarios for Turkey using Bayesian Network Analysis
International Symposium on Energy System Optimization, ISESO 2015, Heidelberg, Germany, 9 Kasım 2015
FAHMİ ALİ,KAYA TOLGA
@inproceedings{inproceedings,
author = {FAHMİ ALİ,KAYA TOLGA},
title = {Evaluation of Alternative Energy Scenarios for Turkey using Bayesian Network Analysis},
year = 2015,
month = 11
}
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Investing in Social Care Services A Strategy for Inclusive Growth
24th Annual Conference of IAFFE, Berlin, Germany, July 2015., 15 Temmuz 2015
İLKKARACAN AJAS İPEK,KIJONG KIM,KAYA TOLGA
@inproceedings{inproceedings,
author = {İLKKARACAN AJAS İPEK,KIJONG KIM,KAYA TOLGA},
title = {Investing in Social Care Services A Strategy for Inclusive Growth},
year = 2015,
month = 7
}
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GÜLAY GÜNLÜK ŞENESEN,KAYA TOLGA,ŞENESEN ÜMİT
@article{article,
author = {GÜLAY GÜNLÜK ŞENESEN,KAYA TOLGA,ŞENESEN ÜMİT},
title = {İnsaat Kesimi İstihdam mı Yaratıyor Dısalımı mı Uyarıyor},
journal = {Ekonomi-tek},
year = 2013,
number = 3,
pages = {23-46},
month = 9,
volume = 2
}
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A Fuzzy Approach to Urban Ecotourism Site Selection Based on an Integrated Promethee III Methodology
J. of Mult.-Valued Logic & Soft Computing, No. 21, Haziran 2013, s. 89-114
KAYA A O, KAYA T, KAHRAMAN C
@article{article,
author = {Kaya A O, Kaya T, Kahraman C},
title = {A Fuzzy Approach to Urban Ecotourism Site Selection Based on an Integrated Promethee III Methodology},
journal = {J. of Mult.-Valued Logic & Soft Computing},
year = 2013,
number = 21,
pages = {89-114},
month = 6
}
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Türkiye'de İktisadi Büyümenin İstihdam Üzerindeki Etkilerinin Üretim Kesimlerine ve Bölgelere Göre Ayrıştırılması Sayılarla Türkiye Ekonomisi: Ümit şenesen'e Armağan Paylaşımlar
Istanbul/TÜRKİYE, 2013, s. 339-352, Literatür
GÜNDÜZ UMUT, KAYA TOLGA
@book{book,
author = {Gündüz Umut, KAYA TOLGA},
title = {Türkiye'de İktisadi Büyümenin İstihdam Üzerindeki Etkilerinin Üretim Kesimlerine ve Bölgelere Göre Ayrıştırılması},
booktitle = {Sayılarla Türkiye Ekonomisi: Ümit şenesen'e Armağan Paylaşımlar},
year = 2013,
pages = {339-352},
publisher = {Literatür}
}
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Facility Location Selection in ReverseLogistics Using a Type-2 Fuzzy DecisionAid Method Supply Chain Management Under Fuzziness
Londra/İNGİLTERE, 2013, s. 591-606, SPRINGER
TEMUR GÜL TEKİN,KAYA TOLGA,KAHRAMAN CENGİZ
@book{book,
author = {TEMUR GÜL TEKİN,KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Facility Location Selection in ReverseLogistics Using a Type-2 Fuzzy DecisionAid Method},
booktitle = {Supply Chain Management Under Fuzziness},
year = 2013,
pages = {591-606},
publisher = {SPRINGER}
}
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Import Dependency Effects of the Turkish Construction Sector A Structural Path Analysis Approach
Third International Conference on Economics, ICE-TEA, 1 Kasım 2012
GÜLAY GÜNLÜK ŞENESEN,KAYA TOLGA,ÜMİT ŞENESEN
@inproceedings{inproceedings,
author = {GÜLAY GÜNLÜK ŞENESEN,KAYA TOLGA,ÜMİT ŞENESEN},
title = {Import Dependency Effects of the Turkish Construction Sector A Structural Path Analysis Approach},
year = 2012,
month = 11
}
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Regional Employment Generation Potential of the Turkish Labor Market
Third International Conference on Economics, ICE-TEA, 1 Kasım 2012
UMUT GÜNDÜZ,KAYA TOLGA
@inproceedings{inproceedings,
author = {UMUT GÜNDÜZ,KAYA TOLGA},
title = {Regional Employment Generation Potential of the Turkish Labor Market},
year = 2012,
month = 11
}
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The construction Sector in Turkey A structural Path Analysis of the Employment and Import Linkages
20th International Input-Output Conference, 26 Haziran 2012
ŞENESEN GÜLAY GÜNLÜK,KAYA TOLGA,ŞENESEN ÜMİT
@inproceedings{inproceedings,
author = {ŞENESEN GÜLAY GÜNLÜK,KAYA TOLGA,ŞENESEN ÜMİT},
title = {The construction Sector in Turkey A structural Path Analysis of the Employment and Import Linkages},
year = 2012,
month = 6
}
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Performance comparison based on customer relationship management using analytic network process
Expert Systems with Applications, Vol. 38, No. 8, Ağustos 2011, s. 9788-9798, ISSN: 09574174
ÖZTAYŞİ BAŞAR,KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {ÖZTAYŞİ BAŞAR,KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Performance comparison based on customer relationship management using analytic network process},
journal = {Expert Systems with Applications},
year = 2011,
number = 8,
pages = {9788-9798},
month = 8,
volume = 38
}
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An integrated fuzzy AHP ELECTRE methodology for environmental impact assessment
Expert Systems with Applications, Vol. 38, No. 7, Temmuz 2011, s. 8553-8562, ISSN: 09574174
KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {KAYA TOLGA,KAHRAMAN CENGİZ},
title = {An integrated fuzzy AHP ELECTRE methodology for environmental impact assessment},
journal = {Expert Systems with Applications},
year = 2011,
number = 7,
pages = {8553-8562},
month = 7,
volume = 38
}
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A Fuzzy Approach to E banking Website Quality Assessment Based on an Integrated AHP ELECTRE Method
Technological and Economical Development of Economy, Vol. 17, No. 2, Haziran 2011, s. 313-334, ISSN: 2029-4913
KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {KAYA TOLGA,KAHRAMAN CENGİZ},
title = {A Fuzzy Approach to E banking Website Quality Assessment Based on an Integrated AHP ELECTRE Method},
journal = {Technological and Economical Development of Economy},
year = 2011,
number = 2,
pages = {313-334},
month = 6,
volume = 17
}
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Fuzzy multiple criteria forestry decision making based on an integrated VIKOR and AHP approach
Expert Systems with Applications, Vol. 38, No. 6, Haziran 2011, s. 7326-7333, ISSN: 09574174
KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Fuzzy multiple criteria forestry decision making based on an integrated VIKOR and AHP approach},
journal = {Expert Systems with Applications},
year = 2011,
number = 6,
pages = {7326-7333},
month = 6,
volume = 38
}
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Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology
Expert Systems with Applications, Vol. 38, No. 6, Haziran 2011, s. 6577-6585, ISSN: 09574174
KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology},
journal = {Expert Systems with Applications},
year = 2011,
number = 6,
pages = {6577-6585},
month = 6,
volume = 38
}
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Multi attribute Evaluation of Website Quality in E business Using an Integrated AHP TOPSIS Methodology
International Journal of Computational Intelligence Systems, Vol. 3, No. 3, Kasım 2010, s. 301-314, ISSN: 1875-6883
KAYA TOLGA
@article{article,
author = {KAYA TOLGA},
title = {Multi attribute Evaluation of Website Quality in E business Using an Integrated AHP TOPSIS Methodology},
journal = {International Journal of Computational Intelligence Systems},
year = 2010,
number = 3,
pages = {301-314},
month = 11,
volume = 3
}
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FUZZY MULTIPLE CRITERIA SUSTAINABILITY ASSESSMENT IN FOREST MANAGEMENT BASED ON AN INTEGRATED AHP TOPSIS METHODOLOGY
The 9th International FLINS Conference, Chengdu-Emei/ÇİN HALK CUMHURİYETİ, 2 Ağustos 2010
DURSUN PINAR,KAYA TOLGA
@inproceedings{inproceedings,
author = {DURSUN PINAR,KAYA TOLGA},
title = {FUZZY MULTIPLE CRITERIA SUSTAINABILITY ASSESSMENT IN FOREST MANAGEMENT BASED ON AN INTEGRATED AHP TOPSIS METHODOLOGY},
year = 2010,
month = 8
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Fuzzy multicriteria disposal method and site selection for municipal solid waste
Waste Management, Vol. 30, No. 8-9, Ağustos 2010, s. 1729-1736, ISSN: 0956053X
MEHMET EKMEKÇİOĞLU,KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {MEHMET EKMEKÇİOĞLU,KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Fuzzy multicriteria disposal method and site selection for municipal solid waste},
journal = {Waste Management},
year = 2010,
number = 8-9,
pages = {1729-1736},
month = 8,
volume = 30
}
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Multicriteria renewable energy planning using an integrated fuzzy VIKOR AHP methodology The case of Istanbul
Energy, Vol. 35, No. 6, Haziran 2010, s. 2517-2527, ISSN: 03605442
KAYA TOLGA,KAHRAMAN CENGİZ
@article{article,
author = {KAYA TOLGA,KAHRAMAN CENGİZ},
title = {Multicriteria renewable energy planning using an integrated fuzzy VIKOR AHP methodology The case of Istanbul},
journal = {Energy},
year = 2010,
number = 6,
pages = {2517-2527},
month = 6,
volume = 35
}
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Modeling Toothpaste Brand Choice An Empirical Comparison of Artificial Neural Networks and Multinomial Probit Model
International Journal of Computational Intelligence Systems, Vol. 3, No. 5, 2010, s. 674-687
KAYA TOLGA,AKTAŞ EMEL,TOPÇU İLKER BEKİR,ÜLENGİN KEMAL BURÇ
@article{article,
author = {KAYA TOLGA,AKTAŞ EMEL,TOPÇU İLKER BEKİR,ÜLENGİN KEMAL BURÇ},
title = {Modeling Toothpaste Brand Choice An Empirical Comparison of Artificial Neural Networks and Multinomial Probit Model},
journal = {International Journal of Computational Intelligence Systems},
year = 2010,
number = 5,
pages = {674-687},
volume = 3
}
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Supplier evaluation system development with artificial neural network and discriminant analysis: a comparative study
EMCIS 2009: European and Mediterranean Conference on Information Systems, İzmir/TÜRKİYE, 13 Temmuz 2009
TEMUR ASLAN GÜL TEKİN, ÖZDEMİR GÜNGÖR DİLEK, KAYA TOLGA
@inproceedings{inproceedings,
author = {TEMUR ASLAN GÜL TEKİN, ÖZDEMİR GÜNGÖR DİLEK, KAYA TOLGA},
title = {Supplier evaluation system development with artificial neural network and discriminant analysis: a comparative study},
year = 2009,
month = 7
}
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An Empirical Model of Brand choice in Turkish Snacks Market
EBES 2009 Conference, İSTANBUL/TÜRKİYE, 1 Haziran 2009
KAYA TOLGA,ÜLENGİN KEMAL BURÇ
@inproceedings{inproceedings,
author = {KAYA TOLGA,ÜLENGİN KEMAL BURÇ},
title = {An Empirical Model of Brand choice in Turkish Snacks Market},
year = 2009,
month = 6
}
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Türkiye de diş macunu tercihini belirleyen ana etmenler Tüketici paneli verisine dayalı bir marka tercih modeli uygulaması
İktisat, İşletme, Finans, Vol. 24, No. 278, Mayıs 2009, s. 70-91, ISSN: 1300-610X
KAYA TOLGA, ÜLENGİN KEMAL BURÇ
@article{article,
author = {KAYA TOLGA, ÜLENGİN KEMAL BURÇ},
title = {Türkiye de diş macunu tercihini belirleyen ana etmenler Tüketici paneli verisine dayalı bir marka tercih modeli uygulaması},
journal = {İktisat, İşletme, Finans},
year = 2009,
number = 278,
pages = {70-91},
month = 5,
volume = 24
}
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Konu
Yayın ile ilgili açıklama girilmemiştir.
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Brand Choice Modeling Based on Diary Mode Panel Data A Model of Choice Decision in Turkish Cola Market
Journal of Euromarketing, Vol. 18, No. 2, Nisan 2009, s. 101-114
KAYA T, ULENGİN B
@article{article,
author = {Kaya T, Ulengin B},
title = {Brand Choice Modeling Based on Diary Mode Panel Data A Model of Choice Decision in Turkish Cola Market},
journal = {Journal of Euromarketing},
year = 2009,
number = 2,
pages = {101-114},
month = 4,
volume = 18
}
|
Konu
Yayın ile ilgili açıklama girilmemiştir.
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The Impact of Price Changes and Household Specific Attributes on the Choice Behavior of CSD Consumers
IFAC Cefis'07, 21 Ekim 2007
KAYA TOLGA,ÜLENGİN KEMAL BURÇ
@inproceedings{inproceedings,
author = {KAYA TOLGA,ÜLENGİN KEMAL BURÇ},
title = {The Impact of Price Changes and Household Specific Attributes on the Choice Behavior of CSD Consumers},
year = 2007,
month = 10
}
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Konu
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A Market Share Prediction Model Based on Household Panel Data
INFORMS Marketing 2007 Conference, 26 Haziran 2007
KAYA TOLGA,ÜLENGİN KEMAL BURÇ
@inproceedings{inproceedings,
author = {KAYA TOLGA,ÜLENGİN KEMAL BURÇ},
title = {A Market Share Prediction Model Based on Household Panel Data},
year = 2007,
month = 6
}
|
Konu
Yayın ile ilgili açıklama girilmemiştir.
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