
Doç. Dr.
TANER ARSAN
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
-
"Anomaly Detection and Performance Analysis with Exponential Smoothing Model Powered by Genetic Algorithms and Meta Optimization",
Guler, Ali Kerem; Alsan, Huseyin Fuat; Arsan, Taner; IEEE Access, (2025) DOI: 10.1109/ACCESS.2025.3543030 -
"Improving non-line-of-sight situations in indoor positioning with ultra-wideband sensors via federated Kalman filter",
Türker, Mehmet Nasuhcan; Arsan, Taner; Indonesian Journal of Electrical Engineering and Computer Science, (2024) Vol.35, No.1, 247-254 DOI: 10.11591/ijeecs.v35.i1.pp247-254 -
"Capacity Planning for Electricity Utility Call Centers: A Time Series Analysis Approach",
Kavas, Engin; Alsan, Huseyin Fuat; Arsan, Taner; 2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, (2024) DOI: 10.1109/ASYU62119.2024.10756958 -
"Building Damage Assessment to Facilitate Post-Earthquake Search and Rescue Missions by Leveraging a Machine Learning Algorithm",
Zaker, Maryam; Alsan, Hüseyin Fuat; Arsan, Taner; 2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, (2024) DOI: 10.1109/ASYU62119.2024.10756985 -
"A Data Science Perspective on Global Trends in Energy Production",
Hatira, Nour; Alsan, Hüseyin Fuat; Arsan, Taner; 2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, (2024) DOI: 10.1109/ASYU62119.2024.10757109 -
"Welcome Message from the General Co-Chairs",
Arsan, Taner; Lominadze, Tamar; 2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024, (2024) DOI: 10.1109/BlackSeaCom61746.2024.10646247 -
"Predictive Maintenance Analysis for Industries",
Sunetcioglu, Selin; Arsan, Taner; 2024 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2024, (2024) 344-347 DOI: 10.1109/BlackSeaCom61746.2024.10646292 -
"CHAOTIC – DETERMINISTIC OR RANDOM NATURE OF EARTHQUAKES: A PHASE SPACE ANALYSIS",
Pekcan, Onder; Arsan, Taner; Symmetry: Culture and Science, (2023) Vol.34, No.1, 45-59 DOI: 10.26830/symmetry_2023_1_045 -
"Physical Layer Security under the Effect of Dimming in Visible Light Communications",
Yeşilirmak, Yalin Evrim; Işikver, Çaǧri; Gökhan, Roja Boran; Arsan, Taner; Panayirci, Erdal; 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, (2023) DOI: 10.1109/SIU59756.2023.10224014 -
"Joint Visible Light Communications and Positioning with Dimming",
Bayman, Irem Özgür; Çiçek, Murat Akin; Kumaş, Mete Berk; Demiryürek, Tan; Arsan, Taner; Panayirci, Erdal; 31st IEEE Conference on Signal Processing and Communications Applications, SIU 2023, (2023) DOI: 10.1109/SIU59756.2023.10223863 -
"Machine Failure Prediction: : A Comparative Anomaly Detection",
Yildirim, Batuhan; Alsan, Huseyin Fuat; Arsan, Taner; 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, (2023) DOI: 10.1109/ASYU58738.2023.10296599 -
"Advancing Anomaly Detection in Time Series Data: A Knowledge Distillation Approach with LSTM Model",
Kilinc, Sena; Camlidere, Bora; Yildiz, Ekrem; Guler, Ali Kerem; Alsan, Huseyin Fuat; Arsan, Taner; 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, (2023) DOI: 10.1109/ASYU58738.2023.10296674 -
"Enhancing Robotic Performance: Analyzing Force and Torque Measurements for Predicting Execution Failures",
Hatira, Amal; Alsan, Huseyin Fuat; Arsan, Taner; 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, (2023) DOI: 10.1109/ASYU58738.2023.10296588 -
"Deciphering the Cluster-Specific Marker Genes via Integration of Single Cell RNA Sequencing Datasets",
Rinch, Wardah Afzal; Sogunmez, Nuray; Altaf, Aiman; Alsan, Huseyin Fuat; Arsan, Taner; 2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, (2023) DOI: 10.1109/ASYU58738.2023.10296679 -
"Network Traffic Anomaly Detection Using Quantile Regression with Tolerance",
Alsan, Huseyin Fuat; Guler, Ali Kerem; Yildiz, Ekrem; Kilinc, Sena; Camlidere, Bora; Arsan, Taner; 2023 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2023, (2023) 300-305 DOI: 10.1109/BlackSeaCom58138.2023.10299728 -
"Welcome Message from the General Co-Chairs",
Oktug, Sema; Kantarci, Burak; Arsan, Taner; 2023 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2023, (2023) 2-3 DOI: 10.1109/BlackSeaCom58138.2023.10299763 -
"3D indoor positioning with spatial modulation for visible light communications",
Sen, Umit; Yesilirmak, Yalin Evrim; Bayman, Irem Ozgur; Arsan, Taner; Panayirci, Erdal; Stevens, Nobby; Optics Communications, (2023) Vol.529, DOI: 10.1016/j.optcom.2022.129091 -
"Transducer Technologies for Biosensors and Their Wearable Applications",
Polat, Emre Ozan; Cetin, M. Mustafa; Tabak, Ahmet Fatih; Güven, Ebru Bilget; Uysal, Bengü Özuğur; Arsan, Taner; Kabbani, Anas; Hamed, Houmeme; Gül, Sümeyye Berfin; Biosensors, (2022) Vol.12, No.6, DOI: 10.3390/bios12060385 -
"A novel IPTV framework for automatic TV commercials detection, labeling, recognition and replacement",
Arsan, Taner; Bulut, Enes Emre; Eren, Berk; Uzgor, Ahmet; Yolcu, Selcuk; Multimedia Tools and Applications, (2022) DOI: 10.1007/s11042-021-11563-y -
"Istanbul Dam Water Levels Forecasting Using ARIMA Models",
Sekban, Judi; Nabil, Mustafa Omar Mohamed; Alsan, Huseyin Fuat; Arsan, Taner; Proceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, (2022) DOI: 10.1109/ASYU56188.2022.9925418 -
"Multimodal retrieval with contrastive pretraining",
Alsan, Huseyin Fuat; Yildiz, Ekrem; Safdil, Ege Burak; Arslan, Furkan; Arsan, Taner; 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings, (2021) DOI: 10.1109/INISTA52262.2021.9548414 -
"Multitype Learning via Multimodal Data Embedding",
Yildiz, Ekrem; Safdil, Ege Burak; Arslan, Furkan; Alsan, Huseyin Fuat; Arsan, Taner; ISMSIT 2021 - 5th International Symposium on Multidisciplinary Studies and Innovative Technologies, Proceedings, (2021) 457-461 DOI: 10.1109/ISMSIT52890.2021.9604738 -
"Audience Tracking and Cheering Content Control in Sports Events",
Yesilyurt, Gozdenur; Dursun, Sefa; Kumas, Osman; Cakir, Nagehan; Arsan, Taner; 4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020 - Proceedings, (2020) DOI: 10.1109/ISMSIT50672.2020.9255312 -
"Accurate indoor positioning with ultra-wide band sensors",
Arsan, Taner; Turkish Journal of Electrical Engineering and Computer Sciences, (2020) Vol.28, No.2, 1014-1029 DOI: 10.3906/elk-1911-79 -
"Subchannel Allocation and Power Control for Uplink Femtocell Radio Networks with Imperfect Channel State Information",
Altabbaa, Mhd Tahssin; Arsan, Taner; Panayirci, Erdal; Wireless Personal Communications, (2019) Vol.108, No.3, 1345-1361 DOI: 10.1007/s11277-019-06472-1 -
"A clustering-based approach for improving the accuracy of UWB sensor-based indoor positioning system",
Arsan, Taner; Hameez, Mohammed Muwafaq Noori; Mobile Information Systems, (2019) Vol.2019, DOI: 10.1155/2019/6372073 -
"Transmitter source location estimation using crowd data",
Ogrenci, Arif Selcuk; Arsan, Taner; Computers and Electrical Engineering, (2018) Vol.66, 127-138 DOI: 10.1016/j.compeleceng.2017.09.026 -
"Received signal strength based least squares lateration algorithm for indoor localization",
Dag, Tamer; Arsan, Taner; Computers and Electrical Engineering, (2018) Vol.66, 114-126 DOI: 10.1016/j.compeleceng.2017.08.014 -
"Power control and resource allocation in TDD-OFDM based femtocell networks with interference",
Altabbaa, Mhd Tahssin; Arsan, Taner; Panayirci, Erdal; 2017 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2017, (2018) Vol.2018-January, 1-5 DOI: 10.1109/BlackSeaCom.2017.8277705 -
"Early steps in automated behavior mapping via indoor sensors",
Arsan, Taner; Kepez, Orcun; Sensors (Switzerland), (2017) Vol.17, No.12, DOI: 10.3390/s17122925 -
"Smart Systems: From design to implementation of embedded Smart Systems",
Arsan, Taner; 13th HONET-ICT International Symposium on Smart MicroGrids for Sustainable Energy Sources Enabled by Photonics and IoT Sensors, HONET-ICT 2016, (2016) 59-64 DOI: 10.1109/HONET.2016.7753420 -
"Predictive control of a constrained pressure and level system",
Kaplanoʇlu, Erkan; Arsan, Taner; Varol, Hüseyin Selçuk; Turkish Journal of Electrical Engineering and Computer Sciences, (2015) Vol.23, No.3, 641-653 DOI: 10.3906/elk-1302-207 -
"Career center system software architecture",
Arsan, Taner; Çimenli, Safa; Güneş, Erhan; Lecture Notes in Electrical Engineering, (2015) Vol.313, 117-122 DOI: 10.1007/978-3-319-06773-5_17 -
"A location-based movie advisor application for android devices",
Arsan, Taner; Çayir, Aykut; Umur, Hande Nur; Güney, T.; Panya, Büke; Lecture Notes in Electrical Engineering, (2015) Vol.313, 199-207 DOI: 10.1007/978-3-319-06773-5_27 -
"New generation android operating system-basedmobile application: RSS/news reader",
Arsan, Taner; Erşahin, Mehmet Arif; Alp, Ebru; Lecture Notes in Electrical Engineering, (2015) Vol.312, 49-55 DOI: 10.1007/978-3-319-06764-3_7 -
"Big data platform development with a domain specific language for telecom industries",
Senbalci, Cuneyt; Altuntas, Serkan; Bozkus, Zeki; Arsan, Taner; 2013 High Capacity Optical Networks and Emerging/Enabling Technologies, HONET-CNS 2013, (2013) 116-120 DOI: 10.1109/HONET.2013.6729768 -
"A software architecture for inventory management system",
Arsan, Taner; Başkan, Emrah; Ar, Emrah; Bozkuş, Zeki; Lecture Notes in Electrical Engineering, (2013) Vol.152 LNEE, 15-27 DOI: 10.1007/978-1-4614-3535-8_2 -
"C# based media center",
Arsan, Taner; Sen, Rasim; Ersoy, Barkan; Devri, Kadir Kadirhan; Lecture Notes in Electrical Engineering, (2013) Vol.151 LNEE, 1023-1037 DOI: 10.1007/978-1-4614-3558-7_87 -
"Review of bandwidth estimation tools and application to bandwidth adaptive video streaming",
Arsan, Taner; 2012 9th International Conference on High Capacity Optical Networks and Enabling Technologies, HONET 2012, (2012) 152-156 DOI: 10.1109/HONET.2012.6421453 -
"FLEX: A modular software architecture for Flight License Exam",
Arsan, Taner; Saka, Hamit Emre; Sahin, Ceyhun; Innovations in Computing Sciences and Software Engineering, (2010) 355-360 DOI: 10.1007/978-90-481-9112-3_60 -
"Model based predictive rate controller for video streaming",
Arsan, Taner; ELECO 2009 - 6th International Conference on Electrical and Electronics Engineering, (2009) -
"Analytical expense management system",
Bozku, Zeki; Bisson, Christophe; Arsan, Taner; 2009 1st International Conference on Networked Digital Technologies, NDT 2009, (2009) 527-532 DOI: 10.1109/NDT.2009.5272148 -
"A software component architecture for adaptive and predictive rate control of video streaming",
Arsan, Taner; Saydam, Tuncay; Advances in Computer and Information Sciences and Engineering, (2008) 526-531 DOI: 10.1007/978-1-4020-8741-7_93 -
"Fast multi-view face trackingwith pose estimation",
Meynet, Julien; Arsan, Taner; Mota, Javier Cruz; Thiran, Jean Philippe; European Signal Processing Conference, (2008) -
"A systems software architecture for training neural, fuzzy neural and genetic computational intelligent networks",
Arsan, Taner; Öǧrenci, Arif Selçuk; Saydam, Tuncay; IEEE International Conference on Neural Networks - Conference Proceedings, (2006) 5275-5280 DOI: 10.1109/ijcnn.2006.247282 -
"An open software architecture of neural networks: Neurosoft",
Öǧrenci, Arif Selçuk; Arsan, Taner; Saydam, Tuncay; Proceedings of the Eigtht IASTED International Conference on Software Engineering and Applications, (2004) 186-191 -
"Open-loop intermittent feedback control: practical continuous-time GPC",
Ronco, E.; Arsan, T.; Gawthrop, P. J.; IEE Proceedings: Control Theory and Applications, (1999) Vol.146, No.5, 426-434 DOI: 10.1049/ip-cta:19990504 -
"Globally valid continuous-time GPC through successive system linearisations",
Ronco, Eric; Arsan, Taner; Gawthrop, Peter J.; Hill, David J.; Proceedings of the IEEE Conference on Decision and Control, (1999) Vol.1, 726-731
Projeler
Proje Adı | Görevi | Proje Türü | Fonlayan Kuruluş | Başlangıç Tarihi | Bitiş Tarihi |
---|---|---|---|---|---|
"OPEN UNIVERSAL STEM FOR ALL" | Yürütücü | Uluslararası Proje | Erasmus/JM |
02.10.2023 |
01.09.2026 |
"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 | 2024/25 Bahar |
Bilgisayar Organizasyonu ve Mimarisi | CMPE244*1 | 2024/25 Bahar |
Ağ Mühendisliği I | CMPE451*1 | 2024/25 Bahar |
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 |