Doç. Dr. TANER ARSAN
Bilgisayar Mühendisliği Bölüm Başkanı - Mühendislik ve Doğa Bilimleri Fakültesi Dekan Yardımcısı
Eğitim
Doktora
İSTANBUL TEKNİK ÜNİVERSİTESİ
Kontrol ve Bilgisayar Mühendisliği
Yüksek Lisans
İSTANBUL TEKNİK ÜNİVERSİTESİ
Kontrol ve Bilgisayar Mühendisliği
Lisans
İSTANBUL TEKNİK ÜNİVERSİTESİ
Elektronik ve Haberleşme Mühendisliği
Araştırma Alanları
- Yapay Zeka / Derin Öğrenme
- Nesne Tanıma / Anomali Tespiti / Öngörü Algoritmaları
- İç Mekan Konum Belirleme
- Yüz Tanıma ve Yüz Konumu Belirleme
- Gömülü Sistemler ve Akıllı Sistem Tasarımı
İş Deneyimi
2000 /
Devam Eden
Doçent, Yard. Doç.
Kadir Has Üniversitesi, Bilgisayar Mühendisliği Bölümü
2006 /
2007
Visiting Professor
EPFL - École Polytechnique Fédérale de Lausanne
1997 /
1998
Visiting Scholar
University of Glasgow
1991 /
2000
Araştırma Görevlisi
İstanbul Teknik Üniversitesi, Kontrol ve Bilgisayar Mühendisliği Bölümü
1990 /
1991
Yazılım Mühendisi
Elektromed A.Ş.
İdari Görevler
| Görev Adı | Görev Yeri | Başlangıç tarihi | Bitiş Tarihi |
|---|---|---|---|
| Rektör Danışmanı | Rektörlük | 02.04.2018 |
Yayınlar
- Türker, Mehmet Nasuhcan; Arsan, Taner (2024), "Improving non-line-of-sight situations in indoor positioning with ultra-wideband sensors via federated Kalman filter", Indonesian Journal of Electrical Engineering and Computer Science, Vol.35, No.1, 247-254 DOI: 10.11591/ijeecs.v35.i1.pp247-254
- Arsan, Taner; Lominadze, Tamar (2024), "Welcome Message from the General Co-Chairs", 2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024, DOI: 10.1109/BlackSeaCom61746.2024.10646247
- Sunetcioglu, Selin; Arsan, Taner (2024), "Predictive Maintenance Analysis for Industries", 2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024, 344-347 DOI: 10.1109/BlackSeaCom61746.2024.10646292
- Pekcan, Onder; Arsan, Taner (2023), "CHAOTIC – DETERMINISTIC OR RANDOM NATURE OF EARTHQUAKES: A PHASE SPACE ANALYSIS", Symmetry: Culture and Science, Vol.34, No.1, 45-59 DOI: 10.26830/symmetry_2023_1_045
- Yeşilirmak, Yalin Evrim; Işikver, Çaǧri; Gökhan, Roja Boran; Arsan, Taner; Panayirci, Erdal (2023), "Physical Layer Security under the Effect of Dimming in Visible Light Communications", 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, DOI: 10.1109/SIU59756.2023.10224014
- Bayman, Irem Özgür; Çiçek, Murat Akin; Kumaş, Mete Berk; Demiryürek, Tan; Arsan, Taner; Panayirci, Erdal (2023), "Joint Visible Light Communications and Positioning with Dimming", 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, DOI: 10.1109/SIU59756.2023.10223863
- Yildirim, Batuhan; Alsan, Huseyin Fuat; Arsan, Taner (2023), "Machine Failure Prediction: : A Comparative Anomaly Detection", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296599
- Kilinc, Sena; Camlidere, Bora; Yildiz, Ekrem; Guler, Ali Kerem; Alsan, Huseyin Fuat; Arsan, Taner (2023), "Advancing Anomaly Detection in Time Series Data: A Knowledge Distillation Approach with LSTM Model", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296674
- Hatira, Amal; Alsan, Huseyin Fuat; Arsan, Taner (2023), "Enhancing Robotic Performance: Analyzing Force and Torque Measurements for Predicting Execution Failures", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296588
- Rinch, Wardah Afzal; Sogunmez, Nuray; Altaf, Aiman; Alsan, Huseyin Fuat; Arsan, Taner (2023), "Deciphering the Cluster-Specific Marker Genes via Integration of Single Cell RNA Sequencing Datasets", 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, DOI: 10.1109/ASYU58738.2023.10296679
- Alsan, Huseyin Fuat; Guler, Ali Kerem; Yildiz, Ekrem; Kilinc, Sena; Camlidere, Bora; Arsan, Taner (2023), "Network Traffic Anomaly Detection Using Quantile Regression with Tolerance", 2023 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2023, 300-305 DOI: 10.1109/BlackSeaCom58138.2023.10299728
- Oktug, Sema; Kantarci, Burak; Arsan, Taner (2023), "Welcome Message from the General Co-Chairs", 2023 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2023, 2-3 DOI: 10.1109/BlackSeaCom58138.2023.10299763
- Sen, Umit; Yesilirmak, Yalin Evrim; Bayman, Irem Ozgur; Arsan, Taner; Panayirci, Erdal; Stevens, Nobby (2023), "3D indoor positioning with spatial modulation for visible light communications", Optics Communications, Vol.529, DOI: 10.1016/j.optcom.2022.129091
- Polat, Emre Ozan; Cetin, M. Mustafa; Tabak, Ahmet Fatih; Güven, Ebru Bilget; Uysal, Bengü Özuğur; Arsan, Taner; Kabbani, Anas; Hamed, Houmeme; Gül, Sümeyye Berfin (2022), "Transducer Technologies for Biosensors and Their Wearable Applications", Biosensors, Vol.12, No.6, DOI: 10.3390/bios12060385
- Arsan, Taner; Bulut, Enes Emre; Eren, Berk; Uzgor, Ahmet; Yolcu, Selcuk (2022), "A novel IPTV framework for automatic TV commercials detection, labeling, recognition and replacement", Multimedia Tools and Applications, DOI: 10.1007/s11042-021-11563-y
- Sekban, Judi; Nabil, Mustafa Omar Mohamed; Alsan, Huseyin Fuat; Arsan, Taner (2022), "Istanbul Dam Water Levels Forecasting Using ARIMA Models", Proceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, DOI: 10.1109/ASYU56188.2022.9925418
- Alsan, Huseyin Fuat; Yildiz, Ekrem; Safdil, Ege Burak; Arslan, Furkan; Arsan, Taner (2021), "Multimodal retrieval with contrastive pretraining", 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, DOI: 10.1109/INISTA52262.2021.9548414
- Yildiz, Ekrem; Safdil, Ege Burak; Arslan, Furkan; Alsan, Huseyin Fuat; Arsan, Taner (2021), "Multitype Learning via Multimodal Data Embedding", ISMSIT 2021 - 5th International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings, 457-461 DOI: 10.1109/ISMSIT52890.2021.9604738
- Yesilyurt, Gozdenur; Dursun, Sefa; Kumas, Osman; Cakir, Nagehan; Arsan, Taner (2020), "Audience Tracking and Cheering Content Control in Sports Events", 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings, DOI: 10.1109/ISMSIT50672.2020.9255312
- Arsan, Taner (2020), "Accurate indoor positioning with ultra-wide band sensors", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.28, No.2, 1014-1029 DOI: 10.3906/elk-1911-79
- Altabbaa, Mhd Tahssin; Arsan, Taner; Panayirci, Erdal (2019), "Subchannel Allocation and Power Control for Uplink Femtocell Radio Networks with Imperfect Channel State Information", Wireless Personal Communications, Vol.108, No.3, 1345-1361 DOI: 10.1007/s11277-019-06472-1
- Arsan, Taner; Hameez, Mohammed Muwafaq Noori (2019), "A clustering-based approach for improving the accuracy of UWB sensor-based indoor positioning system", Mobile Information Systems, Vol.2019, DOI: 10.1155/2019/6372073
- 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
- Dag, Tamer; Arsan, Taner (2018), "Received signal strength based least squares lateration algorithm for indoor localization", Computers and Electrical Engineering, Vol.66, 114-126 DOI: 10.1016/j.compeleceng.2017.08.014
- Altabbaa, Mhd Tahssin; Arsan, Taner; Panayirci, Erdal (2018), "Power control and resource allocation in TDD-OFDM based femtocell networks with interference", 2017 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2017, Vol.2018-January, 1-5 DOI: 10.1109/BlackSeaCom.2017.8277705
- Arsan, Taner; Kepez, Orcun (2017), "Early steps in automated behavior mapping via indoor sensors", Sensors (Switzerland), Vol.17, No.12, DOI: 10.3390/s17122925
- Arsan, Taner (2016), "Smart Systems: From design to implementation of embedded Smart Systems", 13th HONET-ICT International Symposium on Smart MicroGrids for Sustainable Energy Sources Enabled by Photonics and IoT Sensors, HONET-ICT 2016, 59-64 DOI: 10.1109/HONET.2016.7753420
- Kaplanoʇlu, Erkan; Arsan, Taner; Varol, Hüseyin Selçuk (2015), "Predictive control of a constrained pressure and level system", Turkish Journal of Electrical Engineering and Computer Sciences, Vol.23, No.3, 641-653 DOI: 10.3906/elk-1302-207
- Arsan, Taner; Çimenli, Safa; Güneş, Erhan (2015), "Career center system software architecture", Lecture Notes in Electrical Engineering, Vol.313, 117-122 DOI: 10.1007/978-3-319-06773-5_17
- Arsan, Taner; Çayir, Aykut; Umur, Hande Nur; Güney, T.; Panya, Büke (2015), "A location-based movie advisor application for android devices", Lecture Notes in Electrical Engineering, Vol.313, 199-207 DOI: 10.1007/978-3-319-06773-5_27
- Arsan, Taner; Erşahin, Mehmet Arif; Alp, Ebru (2015), "New generation android operating system-basedmobile application: RSS/news reader", Lecture Notes in Electrical Engineering, Vol.312, 49-55 DOI: 10.1007/978-3-319-06764-3_7
- Senbalci, Cuneyt; Altuntas, Serkan; Bozkus, Zeki; Arsan, Taner (2013), "Big data platform development with a domain specific language for telecom industries", 2013 High Capacity Optical Networks and Emerging/Enabling Technologies, HONET-CNS 2013, 116-120 DOI: 10.1109/HONET.2013.6729768
- Arsan, Taner; Başkan, Emrah; Ar, Emrah; Bozkuş, Zeki (2013), "A software architecture for inventory management system", Lecture Notes in Electrical Engineering, Vol.152 LNEE, 15-27 DOI: 10.1007/978-1-4614-3535-8_2
- Arsan, Taner; Sen, Rasim; Ersoy, Barkan; Devri, Kadir Kadirhan (2013), "C# based media center", Lecture Notes in Electrical Engineering, Vol.151 LNEE, 1023-1037 DOI: 10.1007/978-1-4614-3558-7_87
- Arsan, Taner (2012), "Review of bandwidth estimation tools and application to bandwidth adaptive video streaming", 2012 9th International Conference on High Capacity Optical Networks and Enabling Technologies, HONET 2012, 152-156 DOI: 10.1109/HONET.2012.6421453
- Arsan, Taner; Saka, Hamit Emre; Sahin, Ceyhun (2010), "FLEX: A modular software architecture for Flight License Exam", Innovations in Computing Sciences and Software Engineering, 355-360 DOI: 10.1007/978-90-481-9112-3_60
- Arsan, Taner (2009), "Model based predictive rate controller for video streaming", ELECO 2009 - 6th International Conference on Electrical and Electronics Engineering,
- Bozku, Zeki; Bisson, Christophe; Arsan, Taner (2009), "Analytical expense management system", 2009 1st International Conference on Networked Digital Technologies, NDT 2009, 527-532 DOI: 10.1109/NDT.2009.5272148
- Arsan, Taner; Saydam, Tuncay (2008), "A software component architecture for adaptive and predictive rate control of video streaming", Advances in Computer and Information Sciences and Engineering, 526-531 DOI: 10.1007/978-1-4020-8741-7_93
- Meynet, Julien; Arsan, Taner; Mota, Javier Cruz; Thiran, Jean Philippe (2008), "Fast multi-view face trackingwith pose estimation", European Signal Processing Conference,
- 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
- Ronco, E.; Arsan, T.; Gawthrop, P. J. (1999), "Open-loop intermittent feedback control: practical continuous-time GPC", IEE Proceedings: Control Theory and Applications, Vol.146, No.5, 426-434 DOI: 10.1049/ip-cta:19990504
- Ronco, Eric; Arsan, Taner; Gawthrop, Peter J.; Hill, David J. (1999), "Globally valid continuous-time GPC through successive system linearisations", Proceedings of the IEEE Conference on Decision and Control, Vol.1, 726-731
Projeler
| Proje Adı | Görevi | Proje Türü | Fon Kuruluşu | Proje Tarihleri |
|---|---|---|---|---|
| Cam Ev Eşyası Sektöründe Kullanıcı Deneyimi Odaklı Yenilikçi Ürün ve Servislerin Geliştirilmesi | Araştırmacı | Ulusal Proje | TÜBİTAK BİDEB |
01.02.2024 01.02.2032 |
| OPEN UNIVERSAL STEM FOR ALL | Yürütücü | Uluslararası Proje | Erasmus/JM |
02.10.2023 01.09.2026 |
| Geleneksel Safranbolu Evleri Plan Tipolojilerinin Çekişmeli Üretici Ağ Algoritmasıyla (GAN) Çözümlenmesi İçin Hesaplamalı Yöntemler Geliştirilmesi | Araştırmacı | Ulusal Proje | TÜBİTAK ARDEB |
01.06.2023 01.12.2025 |
| Tedarik Zinciri Risklerinin varlığında Yedek Parça Envanter Yönetiminde Üç Boyutlu Yazıcıların Optimum Kullanımı İçin Matematiksel Modeller Geliştirilmesi | Araştırmacı | Ulusal Proje | TÜBİTAK ARDEB |
01.08.2020 01.08.2023 |
| Turk.net Anomali Tespiti projesi | Yürütücü | Ulusal Proje | Diğer Ulusal |
15.11.2022 15.05.2023 |
| 7160967 Frekans Güncelleme Ve Sinyal Kalite Ölçümünü Otomatik Yapabilen, Yayın İçeriklerini Belirlenen Kriterlere Göre Analiz Edip, İstenmeyen İçerikleri Tanıtıcı Görsellerle Maskeleyebilen Y | Yürütücü | Ulusal Proje | TÜBİTAK TEYDEB |
01.01.2019 30.09.2019 |
| Veri Güvenliğine Yönelik Adaptif Eğitim Algoritmaları Destekli Oltalama Simülasyon Platformu (TEYDEP-7140997) / Adaptive Learning Algorithms based Phishing Simulation Platform for Data Securi | Yürütücü | Ulusal Proje | TÜBİTAK TEYDEB |
01.08.2014 30.09.2015 |
Verilen Dersler
| Ders Adı | Ders Kodu | Dönem |
|---|---|---|
| Veri Bilimi ve Analitiği | CE515*1 | 2023/24 Bahar |
| Ağ Mühendisliği I | CMPE451 | 2023/24 Bahar |
| Yönlendirilmiş Araştırma | CE600*1 | 2023/24 Bahar |
| Bilgisayar Mimarisi Projesi | CMPE244 | 2023/24 Bahar |
| Mantıksal Tasarım | MTE293*1 | 2023/24 Güz |
| Mantık Devreleri Tasarımı | CMPE243 | 2023/24 Güz |
| Elektrik ve Mantık Devreleri Laboratuvar | CE236*1 | 2024/25 Güz |
| Yönlendirilmiş Araştırma | CE600*1 | 2024/25 Güz |
| Mantık Devreleri Tasarımı | CMPE243 | 2024/25 Güz |
| Mantıksal Tasarım | MTE293*2 | 2024/25 Güz |