Assistant Professor ARİF SELÇUK ÖĞRENCİ
Head of the Department of Electrical - Electronics Engineering
D BLOK 1. KAT 220
+90 (212) 5336532 - 1406
Education
Doctorate
BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği
Master's Degree
BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği
Bachelor's Degree
BOĞAZİÇİ ÜNİVERSİTESİ
Elektrik-Elektronik Mühendisliği
Research Areas
- Hesaplamalı zeka
- Etkin öğretim
Work Experience
1999 /
Continuing
Öğretim Üyesi
Kadir Has Üniversitesi
Publications
- Ogrenci, Arif Selcuk; Bilge, Ayse Humeyra; Pekcan, Onder; Incegul, Metehan (2023), "Epidemic Models for Chemical Gel Phase Transformation: Effect of Optical Measurements with Different Wavelengths", Journal of Macromolecular Science, Part B: Physics, DOI: 10.1080/00222348.2023.2203556
- Mirza, Fuat Kaan; Ogrenci, Arif Selcuk (2023), "Using Hybrid Approaches for Credit Application Scoring", IEEE 23rd International Symposium on Computational Intelligence and Informatics, CINTI 2023 - Proceedings, 111-116 DOI: 10.1109/CINTI59972.2023.10382025
- 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
- Balkir, Sina; Dündar, Günhan; Öğrenci, A. Selçuk (2003), "Analog VLSI Design Automation",
- 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
Projects
| Project Name | Role in the Project | Project Type | Fund Establishment | Project Date |
|---|---|---|---|---|
| CyberMACS - Master of Applied Cybersecurity | Araştırmacı | Uluslararası Proje | Erasmus/JM |
01.10.2022 30.11.2028 |
| TOP4HoneyChain : Trustable and sustainable open platform for smart honey value chains | Araştırmacı | Uluslararası Proje | HORIZON Europe |
15.09.2023 15.09.2025 |
| 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 | Erasmus/JM |
01.09.2019 31.08.2022 |
Courses Offered
| Course Name | Course Code | Period |
|---|---|---|
| Machine Learning and its Applications to Business | BIA5610 | 2023/24 Summer |
| Computational Intelligence Project | EEE405 | 2023/24 Summer |
| Applied Statistical Methods | BIA5000 | 2023/24 Spring |
| Electronics II | EEE304 | 2023/24 Spring |
| Scientific Discoveries and Engineering | KHAS1002 | 2023/24 Spring |
| Electronics Design Project | EEE208*1 | 2023/24 Spring |
| Electronics I | EEE303 | 2023/24 Fall |
| Research Methods | SGS501 | 2023/24 Fall |
| Research Methods and Scientific Ethics | SGS601 | 2023/24 Fall |
| Design | KHAS107 | 2023/24 Fall |
| Applied Statistical Methods | BIA5000 | 2023/24 Fall |
| Research Methods | SGS501 | 2024/25 Fall |
| Research Methods and Scientific Ethics | SGS601 | 2024/25 Fall |
| Applied Statistical Methods | BIA5000 | 2024/25 Fall |
| Electronics I | EEE303*1 | 2024/25 Fall |
| Software-Hardware Integration Project | EEE309*1 | 2024/25 Fall |