13   Artículos

 
en línea
Byeong-Uk Shin    
A hanok is a traditional Korean house built with wood as the main structural material. It is constructed using cross- and unidirectional joint techniques without the use of steel. A hanok is composed of vertical and horizontal members, with columns being... ver más
Revista: Buildings    Formato: Electrónico

 
en línea
James Simon Flynn, Cinzia Giannetti and Hessel Van Dijk    
In many manufacturing systems, anomaly detection is critical to identifying process errors and ensuring product quality. This paper proposes three semi-supervised solutions to detect anomalies in Direct Current (DC) Nut Runner engine assembly processes. ... ver más
Revista: AI    Formato: Electrónico

 
en línea
Bardia Rafieian, Pedro Hermosilla and Pere-Pau Vázquez    
In data science and visualization, dimensionality reduction techniques have been extensively employed for exploring large datasets. These techniques involve the transformation of high-dimensional data into reduced versions, typically in 2D, with the aim ... ver más
Revista: Applied Sciences    Formato: Electrónico

 
en línea
Tulsi Patel, Mark W. Jones and Thomas Redfern    
We present a novel approach to providing greater insight into the characteristics of an unlabelled dataset, increasing the efficiency with which labelled datasets can be created. We leverage dimension-reduction techniques in combination with autoencoders... ver más
Revista: Algorithms    Formato: Electrónico

 
en línea
Xiaoyu Du, Cheng Cheng, Yujing Wang and Zhijie Han    
Network attack traffic detection plays a crucial role in protecting network operations and services. To accurately detect malicious traffic on the internet, this paper designs a hybrid algorithm UMAP-RF for both binary and multiclassification network att... ver más
Revista: Algorithms    Formato: Electrónico

 
en línea
Sardar Mehboob Hussain, Domenico Buongiorno, Nicola Altini, Francesco Berloco, Berardino Prencipe, Marco Moschetta, Vitoantonio Bevilacqua and Antonio Brunetti    
Computer-aided diagnosis (CAD) systems can help radiologists in numerous medical tasks including classification and staging of the various diseases. The 3D tomosynthesis imaging technique adds value to the CAD systems in diagnosis and classification of t... ver más
Revista: Applied Sciences    Formato: Electrónico

 
en línea
Fedor Krasnov     Pág. 79 - 84
Visualization of multidimensional data is the most important stage of data research. Often, decisions on the further stages of the study are made from the flat view of the data based on "rough proportions". High visibility and persuasiveness of represent... ver más
Revista: International Journal of Open Information Technologies    Formato: Electrónico

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