This prototype simulates the hardware components and user actions in a retail use case: monitoring the inventory and operating conditions of a retail cooler or cabinet. It uses: The common open middleware framework, EdgeX Foundry*, to consolidate and present data from multiple sensor...
Financial bubbles represent a severe problem for investors. In particular, the cryptocurrency market has witnessed the bursting of different bubbles in the
In this study, we introduce a logistic model for the delivery of small parcels to a set of service points (SPs), and we present effective methods for solving it. In the traditional delivery model, each recipient specifies a single location at which they wish to receive the parcel; however,...
On the other side of the coin, it is possible to use unsupervised neural networks in the form of autoencoders to disentangle spectroscopic features in hyperspectral images. Autoencoders are a class of neural networks formulated to learn an identity function using three functional blocks. The first...
CleanGeoStreamR can be applied to any future download of the EMPODAT database, integrated into the database’s quality management processes, considered in future metadata sheet updates, and adapted for other monitoring databases that face similar problems. In addition, the CleanGeoStreamR approach ...
Elsevier R&D Solutions (2016) Reaxys Fact Sheet Zhou Z-L, Liu H-L, Wu JW, Tsao C-W, Chen W-H, Liu K-T, Ho Y (2014) Computer-aided discovery of potential inhibitors for transthyretin-related amyloidosis. J Chin Chem Soc 61(2):263–273 Article CAS Google Scholar Łażewska D...
Machine learning (ML) has become critical for post-acquisition data analysis in (scanning) transmission electron microscopy, (S)TEM, imaging and spectroscopy. An emerging trend is the transition to real-time analysis and closed-loop microscope operation.
Measures at voxel level have the disadvantage of measuring performance without considering aggregations of voxels that form semantically meaningful objects. Measures based on the number of objects are trying to address this issue. Depending on a specific study and its spatial resolution, the objects are...
The novel database design is based on the hierarchical cluster analysis of reference spectra in the spectral range from 3600 to 1250 cm−1. The hereby generated database entries were optimized for the automated analysis software with defined reference datasets. The design was further tested for ...
4. Becoming the ghost in the automated building 5. Discussion 6. Concluding summary 7. Future work CRediT authorship contribution statement Declaration of Competing Interest Acknowledgements Data availability ReferencesShow full outline Figures (12) Show 6 more figures Tables (1) Table 1Forensic...