Search Results - "Taylan, Ali"

Bayesian Inference for Nonnegative Matrix Factorisation Models by Cemgil, Ali Taylan

“…We describe nonnegative matrix factorisation (NMF) with a Kullback-Leibler (KL) error measure in a statistical framework, with a hierarchical generative model…”
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Forecasting intermittent and sparse time series: A unified probabilistic framework via deep renewal processes by Türkmen, Ali Caner, Januschowski, Tim, Wang, Yuyang, Cemgil, Ali Taylan

“…Intermittency are a common and challenging problem in demand forecasting. We introduce a new, unified framework for building probabilistic forecasting models…”
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Model-Based Localization and Tracking Using Bluetooth Low-Energy Beacons by Daniş, F Serhan, Cemgil, Ali Taylan

“…We introduce a high precision localization and tracking method that makes use of cheap Bluetooth low-energy (BLE) beacons only. We track the position of a…”
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Parenchymal neuro-Behçet disease with erectile dysfunction and micturition disturbances: case report and literature review by Taylan, Ali, Birlik, Merih

“…Parenchymal neuro-Behçet disease (NBD) is a serious clinic condition with a sub-acute or chronic disease course that results in incapability through pyramidal…”
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Glomerulonephritis and Coombs-positive hemolytic anemia mimicking scleroderma renal crisis in an overlap of systemic lupus erythematosus and diffuse systemic sclerosis by Taylan, Ali, Tekin, Emel, Engin, Bahar

“…Systemic sclerosis (SSc) may overlap frequently with other rheumatic diseases, including systemic lupus erythematosus (SLE), which can require high-dose…”
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Modeling Hierarchical Seasonality through Low-Rank Tensor Decompositions in Time Series Analysis by Barsbey, Melih, Cemgil, Taylan

“…Accurately representing periodic behavior is a frequently encountered challenge in modeling time series. This is especially true for observations where…”
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Biomarkers and cytokines of bone turnover: extensive evaluation in a cohort of patients with ankylosing spondylitis by Taylan, Ali, Sari, Ismail, Akinci, Baris, Bilge, Safak, Kozaci, Didem, Akar, Servet, Colak, Ayfer, Yalcin, Hulya, Gunay, Necati, Akkoc, Nurullah

“…Ankylosing spondylitis (AS) is a chronic inflammatory disease of spine and sacroiliac joints; it is characterized by new bone formation, and the disease…”
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Osteoprotegrin interacts with biomarkers and cytokines that have roles in osteoporosis, skin fibrosis, and vasculopathy in systemic sclerosis: A potential multifaceted relationship between OPG/RANKL/TRAIL and Wnt inhibitors by Taylan, Ali, Birlik, Merih, Kenar, Gokce, Toprak, Burak, Gundogdu, Barıs, Gurler, Oguz, Karakas, Burak, Akıncı, Barıs, Sisman, Ali R.

“…Objectives: We explored the interactions of osteoprotegerin (OPG) with biomarkers of bone turnover and cytokines, including soluble receptor activator for…”
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Non-negative tensor factorization models for Bayesian audio processing by Şimşekli, Umut, Virtanen, Tuomas, Cemgil, Ali Taylan

“…We provide an overview of matrix and tensor factorization methods from a Bayesian perspective, giving emphasis on both the inference methods and modeling…”
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Inferring Metrical Structure in Music Using Particle Filters by Krebs, Florian, Holzapfel, Andre, Cemgil, Ali Taylan, Widmer, Gerhard

“…In this paper, we propose a new state-of-the-art particle filter (PF) system to infer the metrical structure of musical audio signals. The new inference method…”
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Multiresolution alignment for multiple unsynchronized audio sequences using Sequential Monte Carlo samplers by Basaran, Dogac, Cemgil, Ali Taylan, Anarim, Emin

“…With proliferation of smart devices such as smart phones, it is common that an event is recorded by multiple individuals creating several audio and video…”
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Rituximab therapy in pericarditis associated with rheumatoid arthritis by Taylan, Ali

“…In rheumatoid arthritis, pericarditis is commonly asymptomatic, but rarely, it progresses to a morbid complication, like cardiac tamponade or restrictive…”
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S1000A12, Chitotriosidase, and Resolvin D1 as Potential Biomarkers of Familial Mediterranean Fever by Taylan, Ali, Gurler, Oguz, Toprak, Burak, Sisman, Ali Riza, Yalcin, Hulya, Colak, Ayfer, Sari, Ismail

“…Familial Mediterranean fever (FMF) is an auto-inflammatory disease characterised by periodic inflammatory attacks. We investigated changes in…”
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Vasculitis and long standing ankylosing spondylitis in a patient with familial Mediterranean fever by Taylan, Ali, Yildiz, Yasar, Sari, Ismail, Ozkok, Guliz

“…Coexistence of familial Mediterranean fever (FMF) and other inflammatory disorders has been frequently reported, but no specific underlying factor has been…”
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Increased Levels of Asymmetric Dimethylarginine (ADMA) in Patients with Ankylosing Spondylitis by Sari, Ismail, Kebapcilar, Levent, Alacacioglu, Ahmet, Bilgir, Oktay, Yildiz, Yasar, Taylan, Ali, Yuksel, Arif, Kozaci, Didem L.

“…Objective Endothelial dysfunction is present in ankylosing spondylitis (AS). However, the etiology of events is still unclear. The aim of the present study was…”
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A real-time SIP network simulation and monitoring system by Yıldız, Çağatay, Kurt, Barış, Ceritli, Taha Yusuf, Sankur, Bülent, Cemgil, Ali Taylan

“…In this work we present a real time SIP network simulation and monitoring system. The SIP network simulator is based on a probabilistic generative model that…”
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Single-Channel Speech-Music Separation for Robust ASR With Mixture Models by Demir, C., Saraclar, M., Cemgil, A. T.

“…In this study, we describe a mixture model based single-channel speech-music separation method. Given a catalog of background music material, we propose a…”
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A generalized Bayesian model for tracking long metrical cycles in acoustic music signals by Srinivasamurthy, Ajay, Holzapfel, Andre, Taylan Cemgil, Ali, Serra, Xavier

“…Most musical phenomena involve repetitive structures that enable listeners to track meter, i.e. the tactus or beat, the longer over-arching measure or bar, and…”
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Is there a relationship between endothelial nitric oxide synthase gene polymorphisms and ankylosing spondylitis? by Sari, Ismail, Igci, Yusuf Ziya, Can, Gercek, Taylan, Ali, Solmaz, Dilek, Gogebakan, Bulent, Akar, Servet, Eslik, Zeynep, Bozkaya, Giray, Akkoc, Nurullah

“…Nitric oxide is produced by endothelial nitric oxide synthase, and its production can be influenced by polymorphisms of the endothelial nitric oxide synthase…”
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Audio Source Separation Using Variational Autoencoders and Weak Class Supervision by Karamatli, Ertug, Cemgil, Ali Taylan, Kirbiz, Serap

“…In this letter, we propose a source separation method that is trained by observing the mixtures and the class labels of the sources present in the mixture…”
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