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Applied Sciences, 2023 The banking industry has been employing artificial intelligence (AI) technologies to enhance the quality of its services. More recently, AI algorithms, such as natural language understanding (NLU), have been integrated into chatbots to improve banking ...
Nádila Azevedo +9 more
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Applied Sciences, 2023 Recent advancements in Artificial Intelligence (AI), deep learning (DL), and computer vision have revolutionized various industrial processes through image classification and object detection.
Gabriella Monteiro +9 more
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Capacity-Driven Autoencoders for Communications
IEEE Open Journal of the Communications Society, 2021 The autoencoder concept has fostered the reinterpretation and the design of modern communication systems. It consists of an encoder, a channel and a decoder block that modify their internal neural structure in an end-to-end learning fashion. However, the
Nunzio A. Letizia, Andrea M. Tonello
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Actual Test Coverage for Embedded Systems [PDF]
, 2008 Testing embedded systems is inherently incomplete; no test suite will ever be able to test all possible usage scenarios. Therefore, in the past decades many coverage measures have been developed.
Timmer, Mark
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Energies, 2023 Anomaly detection methods applied to time series are mostly viewed as black boxes that solely provide a deterministic answer for the detected target. Without a convincing explanation, domain experts can hardly trust the detection results and must conduct
Yujiang He +3 more
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The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms
Scientific Data, 2021 Measurement(s) Cough Technology Type(s) Microphone Device Factor Type(s) COVID-19 status • location • age • gender • respiratory condition Sample Characteristic - Organism Homo sapiens Machine-accessible metadata file describing the reported data: https:/
Lara Orlandic +2 more
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Engineering Proceedings, 2023 The Amazon Rainforest represents one-third of the world’s tropical forest area. This makes it indispensable for maintaining global biodiversity. However, the increasing occurrences of wildfires and deforestation in the region are notorious. In this sense,
Thiago Almeida Teixeira +6 more
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IEEE Access, 2021 Pool-based active learning (AL) aims to optimize the annotation process (i.e., labeling) as the acquisition of annotations is often time-consuming and therefore expensive. For this purpose, an AL strategy queries annotations intelligently from annotators
Marek Herde +3 more
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Distributed Optimization Framework for Industry 4.0 Automated Warehouses [PDF]
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 2018 Robotic automation is being increasingly proselytized in the industrial and manufacturing sectors to increase production efficiency. Typically, complex industrial tasks cannot be satisfied by individual robots, rather coordination and information sharing
Ajay Kattepur +3 more
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Energy Based Control of a Swash Mass Helicopter Through Decoupling Change of Coordinates
IEEE Access, 2020 We consider a small helicopter structure that is maneuvered through the control of moving masses. It is referred to as a swash mass helicopter (SMH). This paper addresses the trajectory tracking control problem for the SMH, with a specific focus on the ...
Babak Salamat, Andrea M. Tonello
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