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437 Result(s)
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Article
Open AccessAutomated visual quality assessment for virtual and augmented reality based digital twins
Virtual and augmented reality digital twins are becoming increasingly prevalent in a number of industries, though the production of digital-twin systems applications is still prohibitively expensive for many s...
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Article
Classical and quantum compression for edge computing: the ubiquitous data dimensionality reduction
Edge computing aims to address the challenges associated with communicating and transferring large amounts of data generated remotely to a data center in a timely and efficient manner. A central pillar of edge...
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Chapter and Conference Paper
Building Information Model and Safety Requirements for Spatial Program Validation
The extensive use of digital mock-up and Building Information Models software packages is now within the reach of most practitioners in the Architecture
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Article
Open AccessCloud-based bug tracking software defects analysis using deep learning
Cloud technology is not immune to bugs and issue tracking. A dedicated system is required that will extremely error prone and less cumbersome and must command a high degree of collaboration, flexibility of ope...
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Article
A novel imbalanced data classification approach for suicidal ideation detection on social media
Suicide has become a serious social health issue in modern society. Suicidal ideation is people’s thoughts about committing or planning suicide. Many factors, such as long-term exposure to negative feelings or...
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Chapter and Conference Paper
Energy Inefficacy in IoT Networks: Causes, Solutions and Enabling Techniques
The Internet of things (IoT) concept can be generally described as the ability of machines to communicate via the Internet to perform tasks. In addition to the communication between devices, humans can remotel...
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Chapter and Conference Paper
Exploring Aspects of Agile Software Development Risk – Results from a MLR
Agile software development methods are widely used by software organisations, focusing on short developmental life cycles and customer satisfaction through the iterative and incremental development of software...
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Chapter and Conference Paper
Active Learning Using Difficult Instances
Active learning systems achieve high accuracy with a low labeling budget by annotating high utility instances incrementally. In uncertainty sampling, labels of instances with maximal uncertainty are queried; h...
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Chapter and Conference Paper
Res-GAN: Residual Generative Adversarial Network for Coronary Artery Segmentation
Segmentation of coronary arteries in X-ray angiograms is a crucial step in the assessment of coronary disease. Recently, many automatic approaches have been proposed to minimize time-consuming clinicians inter...
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Chapter and Conference Paper
Adaptive Method of Position-Pose for the Robot to Locate the End face’s Hole of the Blade
In order to realize the automatic measurement and positioning drilling of the end face’s hole of the turbine blade, a system of automatic measurement, positioning and drilling is built by using a binocular vis...
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Chapter and Conference Paper
Convolutional Neural Network Approach for Multiple Sclerosis Lesion Segmentation
Nowadays Deep Learning (DL) based automatic segmentation has outperformed traditional methods. In the present paper, we are interested in automatic MS lesion segmentation of 2D images based on DL techniques. T...
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Chapter and Conference Paper
Characterization of the State of Health of Electronic Devices for Fostering Safety and Circular Economy
Inspired by the concept of the health of the human body, the state of health (SoH) determination of products has been gaining importance for preventive maintenance and product lifetime extension. In electronic...
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Chapter and Conference Paper
ICU Mortality Prediction Using Long Short-Term Memory Networks
Extensive bedside monitoring in Intensive Care Units (ICUs) has resulted in complex temporal data regarding patient physiology, which presents an upscale context for clinical data analysis. In the other hand, ...
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Chapter and Conference Paper
Kaspar Causally Explains
The Kaspar robot has been used with great success to work as an education and social mediator with children with autism spectrum disorder. Enabling the robot to automatically generate causal explanations is ke...
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Chapter and Conference Paper
Modeling Long-Range Travelling Times with Big Railway Data
Big Railway Data, such as train movement logs and timetables, have become increasingly available. By analyzing these data, insights about train movement and delay can be extracted, allowing train operators to ...
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Chapter and Conference Paper
IiCE: A Proposed System Based on IoTaaS to Study Administrative Efficiency in Primary Schools
Although many studies are conducted for ICT systems for educational organisations, there is a lack of understanding of ICT systems’ usage for school administration. Infrastructure IT support Communication Exp...
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Chapter and Conference Paper
A Comprehensive Study on the Energy Efficiency of IoT from Four Angles: Clustering and Routing in WSNs, Smart Grid, Fog Computing and MQTT & CoAP Application Protocols
The Internet of things (IoT) technologies have been develo** since their inception. Consequently, the number of connected devices increases yearly. The development of IoT devices has to be set, taking into c...
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Chapter and Conference Paper
Verifiable Private Information Retrieval
A computational PIR scheme allows a client to privately query a database hosted on a single server without downloading the entire database. We introduce the notion of verifiable PIR (vPIR) where the server can...
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Chapter and Conference Paper
Research on Demand Forecasting Method of Multi-user Group Based on Big Data
In order to accurately meet the purchasing needs of consumers, this paper proposes a multi-user demand forecasting model based on big data that organically combines sentiment classification and user portraits....
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Chapter and Conference Paper
A New Addition Law in Twisted Edwards Curves on Non Local Ring
Let \(\mathbb {F}_{q}\) be a finite field of q elements with ...