TANER ARSAN

Doç. Dr.
 TANER ARSAN

Bilgisayar Mühendisliği Bölüm Başkanı

D BLOK 3. KAT 323

+90 (212) 533 65 32 / 1405

arsan@khas.edu.tr

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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