ARİF SELÇUK ÖĞRENCİ

Dr. Öğr. Üyesi ARİF SELÇUK ÖĞRENCİ

Eğitim

Doktora

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Yüksek Lisans

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Lisans

BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği

Araştırma Alanları

  • Hesaplamalı zeka
  • Etkin öğretim

İş Deneyimi

1999 / Devam Eden Öğretim Üyesi
Kadir Has Üniversitesi

Yayınlar

  • Gilik, Aysenur; Ogrenci, Arif Selcuk; Ozmen, Atilla (2022), "Air quality prediction using CNN+LSTM-based hybrid deep learning architecture", Environmental Science and Pollution Research, Vol.29, No.8, 11920-11938 DOI: 10.1007/s11356-021-16227-w
  • Gemici, Mucahit; Korkmaz, Kazim; Ayhan, Nail Tugberk; Soylu, Sule; Guc, Faruk; Ogrenci, Arif Selcuk (2022), "MuscleNET: Smart Predictive Analysis for Muscular Activity Using Wearable Sensors", Proceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, DOI: 10.1109/ASYU56188.2022.9925553
  • Karadayi, Yildiz; Aydin, Mehmet N.; Ög˘renci, A. Selçuk (2020), "A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data", Applied Sciences (Switzerland), Vol.10, No.15, DOI: 10.3390/app10155191
  • Karadayi, Yildiz; Aydin, Mehmet N.; Öğrenci, Arif Selçuk (2020), "Unsupervised anomaly detection in multivariate spatio-temporal data using deep learning: Early detection of covid-19 outbreak in Italy", IEEE Access, Vol.8, 164155-164177 DOI: 10.1109/ACCESS.2020.3022366
  • Bilge, Ayse Humeyra; Ogrenci, Arif Selcuk; Pekcan, Onder (2019), "Mathematical models for phase transitions in biogels", Modern Physics Letters B, Vol.33, No.9, DOI: 10.1142/S0217984919501112
  • Albayrak, Batuhan; Darici, Muazzez Buket; Kiraci, Furkan; Oǧrenci, Arif Selçuk; Ozmen, Atilla; Ertez, Kerem (2018), "Sickle Cell Anemia Detection", 2018 Medical Technologies National Congress, TIPTEKNO 2018, DOI: 10.1109/TIPTEKNO.2018.8597092
  • Ogrenci, Arif Selcuk (2018), "Anomaly detection in walking trajectory", 26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, 1-4 DOI: 10.1109/SIU.2018.8404797
  • Altabbaa, Mhd Tahssin; Ayabakan, Tarik; Ogrenci, Arif Selcuk (2018), "Fuzzy logic for decision extraction from product reviews", 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 2017, 82-85 DOI: 10.1109/ICECDS.2017.8389573
  • Ogrenci, Arif Selcuk; Pekcan, Onder; Kara, Selim; Bilge, Ayse Humeyra (2018), "Mathematical Characterization of Thermo-reversible Phase Transitions of Agarose Gels", Journal of Macromolecular Science, Part B: Physics, Vol.57, No.5, 364-376 DOI: 10.1080/00222348.2018.1463052
  • Cay, Elif; Mert, Yeliz; Bahcetepe, Ali; Akyazi, Bugra Kagan; Ogrenci, Arif Selcuk (2018), "Beacons for indoor positioning", Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017, Vol.2018-January, 1-5 DOI: 10.1109/ICEngTechnol.2017.8308143
  • Ogrenci, Arif Selcuk; Arsan, Taner (2018), "Transmitter source location estimation using crowd data", Computers and Electrical Engineering, Vol.66, 127-138 DOI: 10.1016/j.compeleceng.2017.09.026
  • Altabbaa, Mhd Tahssin; Ogrenci, Arif Selcuk; Panayirci, Erdal; Poor, H. Vincent (2018), "Sparse Channel Estimation for Space-Time Block Coded OFDM-Based Underwater Acoustic Channels", 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings, DOI: 10.1109/GLOCOM.2018.8647219
  • Bilge, A. H.; Pekcan, O.; Kara, S.; Ogrenci, A. S. (2017), "Epidemic models for phase transitions: application to a physical gel", Phase Transitions, Vol.90, No.9, 905-913 DOI: 10.1080/01411594.2017.1286487
  • Dorner, Julian; Favrichon, Samuel; Ogrenci, Arif Selcuk (2016), "Weight exchange in distributed learning", Proceedings of the International Joint Conference on Neural Networks, Vol.2016-October, 3081-3084 DOI: 10.1109/IJCNN.2016.7727591
  • Yesilkaya, Anil; Karatalay, Onur; Ogrenci, Arif Selcuk; Panayirci, Erdal (2016), "Channel estimation for visible light communications using neural networks", Proceedings of the International Joint Conference on Neural Networks, Vol.2016-October, 320-325 DOI: 10.1109/IJCNN.2016.7727215
  • Öǧrenci, Arif Selçuk (2013), "Why do students prefer search engines over academic databases", 2013 12th International Conference on Information Technology Based Higher Education and Training, ITHET 2013, DOI: 10.1109/ITHET.2013.6671054
  • Ogrenci, A. S. (2012), "Complex event post processing for traffic accidents", CINTI 2012 - 13th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings, 341-345 DOI: 10.1109/CINTI.2012.6496787
  • Öǧrenci, Arif Selçuk (2012), "Empirical results about efforts for effective teaching to y-generation freshman students", 2012 International Conference on Information Technology Based Higher Education and Training, ITHET 2012, DOI: 10.1109/ITHET.2012.6246043
  • Arsan, Taner; Öǧrenci, Arif Selçuk; Saydam, Tuncay (2006), "A systems software architecture for training neural, fuzzy neural and genetic computational intelligent networks", IEEE International Conference on Neural Networks - Conference Proceedings, 5275-5280 DOI: 10.1109/ijcnn.2006.247282
  • Öǧrenci, Arif Selçuk; Arsan, Taner; Saydam, Tuncay (2004), "An open software architecture of neural networks: Neurosoft", Proceedings of the Eigtht IASTED International Conference on Software Engineering and Applications, 186-191
  • Karakuş, Erkan; Öǧrenci, Arif Selçuk; Dündar, Günhan (2001), "Parameter quantization effects in Gaussian potential function neural networks", Advances in Neural Networks and Applications, 247-252
  • Öĝrenci, Arif Selçuk; Dündar, Günhan; Balktr, Sina (2001), "Fault-tolerant training of neural networks in the presence of MOS transistor mismatches", IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, Vol.48, No.3, 272-281 DOI: 10.1109/82.924069
  • Cevikbas, I. C.; Ogrenci, A. S.; Dundar, G.; Balkir, S. (2000), "VLSI implementation of GRBF (Gaussian Radial Basis Function) networks", Proceedings - IEEE International Symposium on Circuits and Systems, Vol.3, DOI: 10.1109/ISCAS.2000.857566
  • Çevikbaş, I. C.; Ögrenci, A. S.; Dündar, G.; Balkir, S. (2000), "VLSI implementation of GRBF (Gaussian Radial Basis Function) networks", Proceedings - IEEE International Symposium on Circuits and Systems, Vol.3, III-646-III-649 DOI: 10.1109/ISCAS.2000.856143
  • Bayraktaroǧlu, Ismet; Öǧrenci, Arif Selçuk; Dündar, Günhan; Balkir, Sina; Alpaydin, Ethem (1999), "ANNSyS: An Analog Neural Network Synthesis System", Neural Networks, Vol.12, No.2, 325-338 DOI: 10.1016/S0893-6080(98)00122-1
  • Bayraktaroglu, I.; Ogrenci, A. S.; Dundar, G.; Balkir, S.; Alpaydin, E. (1997), "Annsys (an analog neural network synthesis system)", IEEE International Conference on Neural Networks - Conference Proceedings, Vol.2, 910-915 DOI: 10.1109/ICNN.1997.616146

Projeler

Proje Adı Görevi Proje Türü Fon Kuruluşu Proje Tarihleri
CyberMACS - Master of Applied Cybersecurity Araştırmacı Uluslararası Proje Diğer Uluslararası 01.10.2022
30.11.2028
ŞİRKET KREDİ BAŞVURULARINDA DİNAMİK FİNANSAL SKORLAMA ve KREDİLENDİRME için YAPAY ZEKA TABANLI KARAR DESTEK SİSTEMİ Yürütücü Ulusal Proje TÜBİTAK TEYDEB 01.10.2022
30.09.2024
Müşteri Fatura Şikayetlerini Önceden Tahminlemeye Yönelik Akıllı Teknolojik Çözümler Araştırmacı Ulusal Proje TÜBİTAK TEYDEB 01.01.2022
31.12.2023
Promoting Deep and Wide Thinking / Early Dual Degrees in Basic Sciences Araştırmacı Uluslararası Proje Diğer Uluslararası 01.09.2019
31.08.2022

Verilen Dersler

Ders Adı Ders Kodu Dönem
Uygulamalı İstatistik Yöntemler BIA5000 2022/23 Bahar
Tasarım KHAS107 2022/23 Güz
Elektronik I EEE303 2022/23 Güz
Elektronik Devre Elemanları EE234 2022/23 Güz