Search Results - "Kolozali, Sefki"

Using machine learning for anomaly detection on a system-on-chip under gamma radiation by Wächter, Eduardo Weber, Kasap, Server, Kolozali, Şefki, Zhai, Xiaojun, Ehsan, Shoaib, McDonald-Maier, Klaus D.

“…The emergence of new nanoscale technologies has imposed significant challenges to designing reliable electronic systems in radiation environments. A few types…”
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CityPulse: Large Scale Data Analytics Framework for Smart Cities by Puiu, Dan, Barnaghi, Payam, Tonjes, Ralf, Kumper, Daniel, Ali, Muhammad Intizar, Mileo, Alessandra, Xavier Parreira, Josiane, Fischer, Marten, Kolozali, Sefki, Farajidavar, Nazli, Gao, Feng, Iggena, Thorben, Pham, Thu-Le, Nechifor, Cosmin-Septimiu, Puschmann, Daniel, Fernandes, Joao

“…Our world and our lives are changing in many ways. Communication, networking, and computing technologies are among the most influential enablers that shape our…”
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Explainable Early Prediction of Gestational Diabetes Biomarkers by Combining Medical Background and Wearable Devices: A Pilot Study with a Cohort Group in South Africa by Kolozali, Sefki, White, Sara L, Norris, Shane, Fasli, Maria, van Heerden, Alastair

“…This study aims to explore the potential of Internet of Things (IoT) devices and explainable Artificial Intelligence (AI) techniques in predicting biomarker…”
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Feasibility and acceptability of continuous at-home glucose monitoring during pregnancy: a mixed-methods pilot study by van Heerden, Alastair, Kolozali, Şefki, Norris, Shane A

“…Continuous monitoring of glucose (CGM) via subcutaneous patch is an accurate self-monitoring tool of blood glucose, but also introduces a range of additional…”
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Early detection of COPD patients’ symptoms with personal environmental sensors: a remote sensing framework using probabilistic latent component analysis with linear dynamic systems by Kolozali, Şefki, Chatzidiakou, Lia, Jones, Roderic, Quint, Jennifer K., Kelly, Frank, Barratt, Benjamin

“…In this study, we present a cohort study involving 106 COPD patients using portable environmental sensor nodes with attached air pollution sensors and…”
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Automatic Ontology Generation for Musical Instruments Based on Audio Analysis by Kolozali, Sefki, Barthet, Mathieu, Fazekas, Gyorgy, Sandler, Mark

“…In this paper we present a novel hybrid system that involves a formal method of automatic ontology generation for web-based audio signal processing…”
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Drawing open the curtain on home-based interventions by Van Heerden, Alastair, Comulada, W Scott, Kolozali, Şefki, Kohrt, Brandon

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Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams by Kolozali, Sefki, Kuemper, Daniel, Tonjes, Ralf, Bermudez-Edo, Maria, Farajidavar, Nazli, Barnaghi, Payam, Gao, Feng, Intizar Ali, Muhammad, Mileo, Alessandra, Fischer, Marten, Iggena, Thorben

“…An increasing number of cities are confronted with challenges resulting from the rapid urbanization and new demands that a rapidly growing digital economy…”
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On the Effect of Adaptive and Nonadaptive Analysis of Time-Series Sensory Data by Kolozali, Sefki, Puschmann, Daniel, Bermudez-Edo, Maria, Barnaghi, Payam

“…With the growing popularity of information and communications technologies and information sharing and integration, cities are evolving into large…”
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Data analysis as a web service: A case study using IoT sensor data by Ahrabian, Alireza, Kolozali, Sefki, Enshaeifar, Shirin, Cheong-Took, Clive, Barnaghi, Payam

“…The advent of Internet of Things, has resulted in the development of infrastructure for capturing and storing data from domains ranging from smart devices…”
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Recruitment of patients with Chronic Obstructive Pulmonary Disease (COPD) from the Clinical Practice Research Datalink (CPRD) for research by Quint, Jennifer K., Moore, Elisabeth, Lewis, Adam, Hashmi, Maimoona, Sultana, Kirin, Wright, Mark, Smeeth, Liam, Chatzidiakou, Lia, Jones, Roderic, Beevers, Sean, Kolozali, Sefki, Kelly, Frank, Barratt, Benjamin

“…Databases of electronic health records (EHR) are not only a valuable source of data for health research but have also recently been used as a medium through…”
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Automatic ontology generation based on semantic audio analysis by Kolozali, Sefki

“…Ontologies provide an explicit conceptualisation of a domain and a uniform framework that represents domain knowledge in a machine interpretable format. The…”
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Leveraging mmWave for Contactless Breath Rate Estimation of Moving Subjects by Turetta, Cristian, Varasteh, Morteza, Kolozali, Sefki, Pravadelli, Graziano

“…The breath rate (BR) measurement is fundamental for comprehensive human health monitoring in many scenarios. Accurately estimating BR, particularly in moving…”
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A Knowledge-Based Approach for Real-Time IoT Data Stream Annotation and Processing by Kolozali, Sefki, Bermudez-Edo, Maria, Puschmann, Daniel, Ganz, Frieder, Barnaghi, Payam

“…Internet of Things is a generic term that refers to interconnection of real-world services which are provided by smart objects and sensors that enable…”
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Audio-Based Deep Learning Frameworks for Detecting COVID-19 by Ngo, Dat, Pham, Lam, Hoang, Truong, Kolozali, Sefki, Jarchi, Delaram

“…This paper evaluates a wide range of audio-based deep learning frameworks applied to the breathing, cough, and speech sounds for detecting COVID-19. In…”
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Audio-Based Deep Learning Frameworks for Detecting COVID-19 by Ngo, Dat, Pham, Lam, Hoang, Truong, Kolozali, Sefki, Jarchi, Delaram

“…This paper evaluates a wide range of audio-based deep learning frameworks applied to the breathing, cough, and speech sounds for detecting COVID-19. In…”
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An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies by Ngo, Dat, Pham, Lam, Phan, Huy, Tran, Minh, Jarchi, Delaram, Kolozali, Sefki

“…This paper presents a deep learning system applied for detecting anomalies from respiratory sound recordings. Initially, our system begins with audio feature…”
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An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies by Ngo, Dat, Pham, Lam, Phan, Huy, Tran, Minh, Jarchi, Delaram, Kolozali, Sefki

“…This paper presents a deep learning system applied for detecting anomalies from respiratory sound recordings. Initially, our system begins with audio feature…”
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Using Machine Learning for Anomaly Detection on a System-on-Chip under Gamma Radiation by Wachter, Eduardo Weber, Kasap, Server, Kolozali, Sefki, Zhai, Xiaojun, Ehsan, Shoaib, McDonald-Maier, Klaus

“…The emergence of new nanoscale technologies has imposed significant challenges to designing reliable electronic systems in radiation environments. A few types…”
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Physical-cyber-social similarity analysis in smart cities by Farajidavar, Nazli, Kolozali, Sefki, Barnaghi, Payam

“…The inter-departmental interactions and coordination of resources are two essential components for realising a smart city platform. In this study, we…”
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