Dr. Can Barış Top Sensors & Imaging Technologies ASELSAN Research Center Date/Time: Friday, December 23rd, 5:30 pm Place: Seminar Room, SC 106 Abstract: Magnetic Particle Imaging has been emerging as a nano-theranostic platform for a diverse range of applications in medicine, such as angiography, cancer imaging and therapy, functional imaging, and cell tracking. In vivo […]
Read More
Our paper where we introduce the fractional Fourier transform (FrFT) to the machine learning domain for time series analysis is now out at IEEE Signal Processing Letters! At the intersection of classical signal processing and machine learning, AykutKocLab’s significant contribution introduced the FrFT to the time series prediction problem, which is new to FrFT’s classical […]
Read More
Our collaborative article with Prof. Haldun M. Ozaktas is now out at Applied Optics. In this article, we have unlocked the theoretical relationship between the Beam Propagation Method (BPM), which is famous approximation technique for simulating the propagation of light in slowly varying optical media, and linear canonical transformations. We showed that BPM can be […]
Read More
Our work on the first transformer encoder-based missing value imputation is now out at IEEE Signal Processing Letters! We propose the Multivariate Time-Series Imputation with Transformers (MTSIT), a method that utilizes the transformer architecture in an unsupervised manner for missing value imputation. MTSIT uses only the encoder part of the transformer, which results in a […]
Read MoreProje Adı: Manyetik Parçacık Görüntüleme ile Odaklı Hipertermi ve Eşzamanlı Sıcaklık Takibi Proje Kodu/No: 122E162 Kuruluş Adı: TÜBİTAK Destek Program Kodu / Adı: 1001 – Bilimsel ve Teknolojik Araştırma Projelerini Destekleme Pr. Sözleşmedeki Başlangıç Tarihi: 01.11.2022 Sözleşmedeki Bitiş Tarihi: 01.11.2025 Projede İşbirliği: Bilkent Üniversitesi Proje Yürütücüsü: Emine Ülkü Sarıtaş Çukur, Doç.Dr, Bilkent Üniversitesi
Read More