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Recently, anchors-based multi-view clustering methods have been widely concerned for they can not only significantly reduce the time complexity but also have good interpretability. However, the time consumption of optimization and spectral ...

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• The transition matrix minimizes clustering time growth with more anchors.
• Optimized low-dimension embedding matrix exploits consensus without SVD operations.
• Proven algorithm improves clustering performance, comparable in time ...

Ultra wide band (UWB) based localization has been extensively utilized in indoor and urban dense regions which enables centimeter-level localization accuracy over global positioning system (GPS). However, the prior UWB-based localization methods ...

• A novel binary multi-view clustering approach is proposed.
• A global criterion ...

Clustering is inherently a process of exploratory data analysis. It has attracted more attention recently because much real-world data consists of multiple representations or views. However, it becomes increasingly problematic when ...

For many automated perception and decision tasks, state-of-the-art performance may be obtained by algorithms that are too complex for their behavior to be completely understandable or predictable by human users, e.g., because they employ large ...

At construction sites, wearing hard hats is an important and effective measure to protect workers from accidental injury. In order to remind workers to wear hard hats at all times, it is necessary to automate the detection process of hard hat-...

• Propose an instance segmentation method uses a single-stage detector.
• Set ...

In this paper, we propose an instance segmentation method uses a single-stage detector. Compared to the two-stage method, the single-stage method is simpler and easier to train. Not rely on the traditional region proposal, it directly ...

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Additively manufactured components often require temporary support material to prevent the component from collapsing or warping during fabrication. Whether these support materials are removed chemically as in the case of many polymer additive ...

In recent times although there is lot of research in field of localization application but very few aims at localization module with optimal energy consumption. Localization, being inevitable for a range of applications, is also a basis for many network ...

A feed forward back-propagation neural network model for predicting the shear capacity of anchor bolts located near a concrete edge is proposed. In the developed neural network, the neurons of the input layer represent the anchor outside diameter, ...

The tensile capacity of single adhesive anchors depends on many design parameters. Some of these parameters, such as chemical resin type, resin system and anchor bolt type are difficult to quantify in design models. Due to the complexity of developing ...