Publications
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IdeAM Running Quiz: A digital learning game to enhance Additive Manufacturing opportunities discovery
This paper provides a description of IdeAM Running Quiz, a learning game aiming at enhancing Additive Manufacturing (AM) op- portunities learning. Firstly, a review of the literature on the Design and Additive Manufacturing methodologies and the educational effective- ness of learning games is presented. Then, the steps involved in the de- sign of IdeAM Running […]
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Accelerated Variant of Reinforcement Learning Algorithms for Light Control with Non-Stationary User Behaviour
In the context of smart building energy management, we address in this work the problem of controlling light so as to minimise energy usage of the building while maintaining the satisfaction of the user regarding comfort using a stateless Reinforcement Learning approach. We consider that the user can freely interact with the building and changes […]
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Stable keypoints selection for 2D LiDAR based place recognition with map data reduction
This paper presents a new feature based approach for place recognition using 2D LiDAR (Light Detection And Ranging) data. The main contribution lies in the mapping process. It includes a keypoint selection strategy to model places with persistent keypoints from concatenated LiDAR scans. Our objective is to achieve map data reduction while maintaining good place […]
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A Survey on Silicon PUFs
Integrated Circuits (ICs) and electronic devices have become an integral part of daily human life (mobile, home, car, etc.). However, specific security measures should be taken to protect the communicated information to and from these devices. However, the existing conventional security primitives require large amounts of memory capacity, processing power, and energy resources that contradict […]
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Millimeter Wave FMCW RADARs for perception, recognition and localization in automotive applications: A survey
MmWave (millimeter wave) Frequency Modulated Continuous Waves (FMCW) RADARs are sensors based on frequency-modulated electromagnetic which see their environment in 3D at a long-range. The recent introduction of millimeter-wave RADARs with frequencies from 60 GHz to 300 GHz has broadened their potential applications thanks to their improved accuracy in angle, range, and velocity. MmWave FMCW […]
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Leveraging Quantity Surveying Data and BIM to Automate Mechanical and Electrical (M & E) Construction Planning
Abstract: Despite the great potential of LPS and BIM to improve construction project productivity, the full integration of these modern production and information management systems at the data processing level is not yet achieved. After matching the literature to empirical studies in a Constructive Research Approach, it emerged that very few studies have investigated how […]
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Evaluation of the strain-based partitioning method for mixed-mode I+II fracture of bi-material cracks
The goal of this paper is to evaluate the strain-based partitioning method (SBM), an analytical method based on beam analysis, for the mixed-mode fracture characterization of asymmetric cracks. The fracture energy is calculated at the crack tip of mixed-mode bending (MMB) test with asymmetric geometry and asymmetric material parameters. The fracture energy obtained using SBM […]
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Generative Adversarial Networks for face generation: A survey Just Accepted
Recently, Generative Adversarial Networks (GANs) have received enormous progress, which makes them able to learn complex data distributions in particular faces. More and more efficient GAN architectures have been designed and proposed to learn the different variations of faces, such as cross pose, age, expression and style. These GAN based approaches need to be reviewed, […]
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A comparative study of semantic segmentation of omnidirectional images from a motorcycle perspective
The semantic segmentation of omnidirectional urban driving images is a research topic that has increasingly attracted the attention of researchers, because the use of such images in driving scenes is highly relevant. However, the case of motorized two-wheelers has not been treated yet. Since the dynamics of these vehicles are very diferent from those of […]
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Fiscal cyclicality asymmetries and public debt: New evidence from panel endogenous threshold model
The purpose of this paper is to verify the role of public debt in the fiscal cyclical response for a sample of 19 OECD countries over the period 1980-2017 using the threshold model proposed by Seo and Shine (2016). We reveal first that throughout the cycle the crossing of a threshold estimated at 85% leads […]
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Towards an Interoperable Approach for Modelling and Managing Smart Building Data: The Case of the CESI Smart Building Demonstrator
Buildings have a significant impact on energy consumption and carbon emissions. Smart buildings are deemed to play a crucial role in improving the energy performance of buildings and cities. Managing a smart building requires the modelling of data concerning smart systems and components. While there is a significant amount of research on optimising building energy […]
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