Auflistung Nach Schlagwort "Learning techniques"
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Application of Radiomics and Decision Support Systems for Breast MR Differential Diagnosis
(2018)Over the years, MR systems have evolved from imaging modalities to advanced computational systems producing a variety of numerical parameters that can be used for the noninvasive preoperative assessment of breast pathology. ... -
Deep Bidirectional and Unidirectional LSTM Neural Networks in Traffic Flow Forecasting from Environmental Factors
(2021)The application of deep learning techniques in several forecasting problems has been increased the last years, in many scientific fields. In this research, a deep learning structure is proposed, composed mainly of double ... -
An Overview of Enabling Federated Learning over Wireless Networks
(2021)In this paper, we provide an overview of enabling federated learning (FL) techniques over wireless networks. More specifically, we present key techniques such as model compression, quantization and sparsification that ... -
Short-term Electric Load Forecasting using Engineering and Deep Learning techniques
(2022)Load forecasting in the energy sector is an integral part of the electrical system as it is a criterion for its smooth and sustainable operation. The liberalization of electricity, the entry of RES into production and the ... -
SL-ReDu: Greek sign language recognition for educational applications. Project description and early results
(2020)We present SL-ReDu, a recently commenced innovative project that aims to exploit deep-learning progress to advance the state-of-the-art in video-based automatic recognition of Greek Sign Language (GSL), while focusing on ... -
Teaching cinema with machinima
(2020)The need to incorporate concepts such as creativity, innovation, collaboration, critical thinking, and digital freedom has shifted the focus of the educational process to seeking technologically advanced methods that will ...