ASYU 2021
Innovations in Intelligent Systems
and Applications Conference
6-8 October, 2021, Elazig, Turkey


2021 Innovations in Intelligent Systems and Applications Conference (ASYU)


Committees


General Chair
Tülay YILDIRIM, Yildiz Technical University

Honorary Conference Chairs
Fahrettin GÖKTAŞ, Firat University, Rector
Tamer YILMAZ, Yildiz Technical University, Rector
Ebru Kavak AKPINAR, Firat University, Engineering Faculty, Dean

Conference Chair
Ayşegül UÇAR, Firat University

Program Chairs
Banu DİRİ, Yildiz Technical University
Costin BADICA, University of Craiova, Romania

Special Issue and Tutorial Initiative Chair
Bülent BOLAT, Yildiz Technical University

Organizing Committee
Alper K. TANYILDIZI, Firat University
Beyda TAŞAR, Firat University
Burak TAŞCI, Firat University
Ebru KARAKÖSE, Firat University
Hakan ÇELİK, Firat University
Mehmet KARAKÖSE, Firat University
Mehmet POLAT, Firat University
Muhammet AYDIN, Firat University
Oğuz YAKUT, Firat University
Resul DAŞ, Firat University

Publication Chairs
Beyda TAŞAR, Firat University
Burak TAŞCI, Firat University

Finance Chair
Alper K. TANYILDIZI, Firat University

Advisory Committee
Cüneyt GÜZELİŞ, Yaşar University
Hayriye KORKMAZ, Marmara University
İsmail Hakkı ALTAŞ, Karadeniz Technical University
Nalan ÖZKURT, Yaşar University

Conference Secretariat
Ahmet YILDIZ, Firat University
Ahmet Burak TATAR, Firat University
Çağrı KAYMAK, Firat University
İrem MERTYÜZ, Firat University
Simge Nur ASLAN, Firat University
Tevfik YİĞİT, Firat University

Webmaster
Burak TAŞCI, Firat University

Technical Program Committee
Adrianna KOZIERKIEWICZ, Wroclaw University of Science and Tech., Poland
Ahmet Emin KUZUCUOĞLU, Marmara University
Ahmet Fevzi BABA, Marmara University
Ahmet MERT, Bursa Technical University
Ahmet ÖZKURT, Dokuz Eylul University
Alev Taşkın GÜMÜŞ, Yildiz Technical University
Ali BULDU, Marmara University
Ali Yılmaz ÇAMURCU, FSM Vakıf University
Anıl BAŞ, Marmara University
Aybars UĞUR, Ege University
Ayça AK, Marmara University
Aydin AKAN, İzmir University of Economics
Aydin ÇETİN, Gazi University
Ayşe YAYLA, Marmara University
Ayşegül UÇAR, Firat University
Ayten ATASOY, Karadeniz Technical University
Bahar İLGEN, İstanbul Kultur University
Banu Çalış USLU, Marmara University
Banu DİRİ, Yildiz Technical University
Barış DOĞAN, Marmara University
Başak Buluz KÖMEÇOĞLU, Gebze Technical University
Batuhan GÜNDOĞDU, National Defence University
Buket DOĞAN, Marmara University
Burcu ERKMEN, Yildiz Technical University
Burhanettin CAN, FSM Vakıf University
Buse Melis ÖZYILDIRIM, Apple USA
Bülent BOLAT, Yildiz Technical University
Bülent ORAL, Marmara University
Cihan KARAKUZU, Bilecik Şeyh Edebali University
Costin BADICA, University of Craiova, Romania
Cüneyt GÜZELİŞ, Yaşar University
Çiğdem Eroğlu ERDEM, Marmara University
Dariusz BARBUCHA, Gdynia Maritime University, Poland
Dariusz Król, Wroclaw University of Technology, Poland
David CAMACHO, Universidad Autonoma de Madrid, Spain
Deniz KILINÇ, Bakırçay University
Derviş KARABOĞA, Erciyes University
Dosam HWANG, Yeungnam University, Korea
Emir ÖZTÜRK, Trakya University
Ender ÖZCAN, University of Nottingham
Erdal UZUNLAR, Izmir Institute of Technology
Erdem YAZGAN, Ted University
Erkan DURSUN, Marmara University
Erkan KAPLANOĞLU, Marmara University
Erkan USLU, Yildiz Technical University
Eyüp Emre ÜLKÜ, Marmara University
Faezeh YEGANLİ, İzmir Ekonomi University
Fatih ÖZKAYNAK, Fırat University
Fatma LATİFOĞLU, Erciyes University
Fatma Patlar AKBULUT, Kültür University
Fikret S. GÜRGEN, Boğaziçi University
Filippo NERI, University of Naples, Italy
Florin LEON, Universitatea Tehnica "Gheorghe Asachi" din Iasi, Romania
Funda AKAR, Erzincan University
Gökalp TULUM, İstanbul Arel University
Gökhan BİLGİN, Yildiz Technical University
Gökhan BÖCEKÇİ, Marmara University
Gökhan DEMİRKIRAN, Yaşar University
Gökhan GÖKMEN, Marmara University
Grzegorz Nalepa, Jagiellonian University, Krakow, Poland
Hacer Şekerci ÖZTURA, Yaşar University
Haldun ÖZAKTAŞ, Bilkent University
Hamid TORPİ, Yildiz Technical University
Hasan Hüseyin ÇELİK, Marmara University
Hasan Seçkin EFENDİOĞLU, TUBİTAK BİLGEM
Haydar BAYAR, Yildiz Technical University
Hayriye KORKMAZ, Marmara University
Hilal ARSLAN, Bakırçay University
Hüseyin YÜCE, Marmara University
Ireneusz CZARNOWSKI, Gdynia Maritime University, Poland
İbrahim ZİNCİR, Yaşar University
İsmail H. ALTAŞ, Karadeniz Technical University
İsmail KIYAK, Marmara University
Jair Minoro ABE, Paulista University, Brazil
Jan TREUR, Vrije Universiteit Amsterdam, Netherlands
Jeng-Shyang PAN, Kaohsiung University of Applied Sciences, Taiwan
Jerzy SWIATEK, Wroclaw University of Technology, Poland
Joanna KOLODZIEJ, Cracow University of Technology, Poland
Kazım YILDIZ, Marmara University
Kazumi NAKAMATSU, University of Hyogo, Japan
Lazaros ILIADIS, Democritus University of Thrace, Greece
Linh Anh NGUYEN, Warsaw University, Poland
M.S. Ufuk TÜRELİ, Yildiz Technical University
Mahmut Ali GÖKÇE, Yaşar University
Manar D. SAMAD, Tennessee State University, USA
Marcin MALESZKA, Wroclaw University of Science and Technology, Poland
Mare KOIT, University of Tartu, Estonia
Mariofanna MILANOVA, University of Arkansas at Little Rock, United States
Mehmet Ali BELEN, İskenderun Technical University
Mehmet Erdal ÖZBEK, İzmir Katip Çelebi University
Mehmet Siraç ÖZERDEM, Dicle University
Merve Ayyüce KIZRAK, Bahçeşehir University
Metin Bilgin, Uludag University
Mirjana IVANOVIC, University of Novi Sad, Serbia
Miroslav SVITEK, Czech Technical University in Prague, Czech Republic
Murat GEZER, İstanbul University
Murat Osman ÜNALIR, Ege University
Murat PEKER, Niğde Ömer Halisdemir University
Mustafa GÜNDÜZALP, Yaşar University
Mustafa SEÇMEN, Yaşar University
Mustak Erhan YALÇIN, İstanbul Technical University
Mutlu AVCI, Çukurova University
Nalan ÖZKURT, Yaşar University
Necibe Füsun Oyman SERTELLER, Marmara University
Nesibe YALÇIN, Bartın University
Ngoc Thanh NGUYEN, Wroclaw University of Science and Tech., Poland
Nihan KAHRAMAN, Yildiz Technical University
Nurhan KARABOĞA, Erciyes University
Nurullah ÇALIK, İstanbul Technical University
Oğuz KAYNAR, Cumhuriyet University
Oğuzhan CEYLAN, Kadir Has University
Onur Can KURBAN, THY Technic
Önder DEMİR, Marmara University
Övünç POLAT, Akdeniz University
Özcan KALENDERLİ, İstanbul Technical University
Özge Öztimur KARADAĞ, KTH, Stockholm, Sweden
Özlem Erdaş ÇİÇEK, Alanya Alaaddin Keykubat University
Petia KOPRINKOVA-HRISTOVA, Bulgarian Academy of Sciences, Bulgaria
Peyman MAHOUTI, İstanbul University-Cerrahpaşa
Piotr JEDRZEJOWICZ, Gdynia Maritime University, Poland
Revna ACAR VURAL, Yildiz Technical University
Rüya ŞAMLI, İstanbul University
Saffet VATANSEVER, Bursa Technical University
Savaş DİLİBAL, Gedik University
Seçil VARBAK NEŞE, Marmara University
Selim AKYOKUŞ, İstanbul Medipol University
Semra İÇER, Erciyes University
Serdal TERZİ, Süleyman Demirel University
Serdar BİROĞUL, Düzce University
Serdar ÖZOĞUZ, İstanbul Technical University
Serhat ÖZEKES, Üsküdar University
Serkan AYDIN, Marmara University
Serkan TOPALOĞLU, Yeditepe University
Sibel ÜNALDI, Bilecik Şeyh Edebali University
Songül VARLI, Yildiz Technical University
Sultan ALDIRMAZ ÇOLAK, Kocaeli University
Şafak SAĞLAM, Marmara University
Taner AKKAN, Dokuz Eylül University
Tuğrul ARTUĞ, İstanbul Arel University
Tunga GÜNGÖR, Boğaziçi University
Turgay Tugay BİLGİN, Bursa Technical University
Tzung-Pei HONG, National University of Kaohsiung, Taiwan
Uğur KESEN, Marmara University
Ulvi BAŞPINAR, Marmara University
Umut Engin AYTEN, Yildiz Technical University
Utku KÖSE, Süleyman Demirel University
Vedat TOPUZ, Marmara University
Vincenzo PIURI, Universita' degli Studi di Milano, Italy
Yakup DEMİR, Firat University
Yannis MANOLOPOULOS, Aristotle University of Thessaloniki, Greece
Yasemin TOPALOĞLU, Ege University
Yusuf Engin TETİK, TÜBITAK
Zehra Aysun ALTIKARDEŞ, Marmara University
Zeyneb KURT, Yildiz Technical University
Zeynep Banu ÖZGER, Kahramanmaras Sutcu İmam University
Zeynep Hilal KİLİMCİ, Kocaeli University
Ziya TELATAR, Ankara University
Zumray DOKUR, İstanbul Technical University
Zümrüt MUFTUOGLU, Presidency of the Republic of Turkey Digital Transformation Office