The paradox of resource-richness: unraveling the effects on financial markets in natural resource abundant economies by Muhammad Imran, Muhammad Kamran Khan, Salman Wahab, Bilal Ahmed, Zhang Jijian

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Enhancing lane detection in autonomous vehicles with multi-armed bandit ensemble learning by J. Arun Pandian, Ramkumar Thirunavukarasu, L. Thanga Mariappan

“…Convolutional Neural Networks (CNNs) architecture which includes ENet, PINet, ResNet-50, ResNet-101, SqueezeNet, and VGG16Net are employed in lane detection problems to construct segmentation models and demonstrate proficiency in distinct road conditions. …”
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COVID-19 Deep Learning Prediction Model Using Publicly Available Radiologist-Adjudicated Chest X-Ray Images as Training Data: Preliminary Findings by Mohd Zulfaezal Che Azemin, Radhiana Hassan, Mohd Izzuddin Mohd Tamrin, Mohd Adli Md Ali

“…We used a deep learning model based on the ResNet-101 convolutional neural network architecture, which was pretrained to recognize objects from a million of images and then retrained to detect abnormality in chest X-ray images. …”
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Managing Risk in the Design of Modular Systems for an Autonomous Shuttle by Thomas H. Drage, Kieran Quirke-Brown, Lemar Haddad, Zhihui Lai, Kai Li Lim, Thomas Braunl

“…We present results of a risk assessment for our vehicle scenario and develop a flexible architecture that integrates safety features and optimises open-source software, facilitating research and operational functionality. …”
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Generating context-specific sports training plans by combining generative adversarial networks. by Juquan Tan, Jingwen Chen

“…The proposed GAN framework combines numeric and motion features using a generator-discriminator architecture to produce tailored training plans. The model is evaluated quantitatively through metrics like mean square error (MSE) and generation time and qualitatively through subjective ratings from athletes and coaches using a five-point Likert scale for context-specific, scientificity, applicability, and feasibility. …”
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Le sol, une ressource à considérer dans les stratégies d’aménagement des villes : mise en place d’une démarche collaborative pour construire un outil d’aide à la décision d’affecta... by Jean-Noël Consalès, Anne Blanchart, Geoffroy Séré, Laure Vidal-Beaudet, Christophe Schwartz

“…Although recent projects and landscape architecture designs attempt to address a variety of environmental issues relating to food autonomy, cooling, and water management, it is clear that they still give little consideration to the multifunctionality of urban soils regarding biomass, the water cycle, carbon storage, and biodiversity, and their role in the sustainability of the urban ecosystem. …”
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Untethering the Nuclear Envelope and Cytoskeleton: Biologically Distinct Dystonias Arising from a Common Cellular Dysfunction by Nadia A. Atai, Scott D. Ryan, Rashmi Kothary, Xandra O. Breakefield, Flávia C. Nery

“…While torsinA and dystonin proteins do not share modular domain architecture, they participate in a similar function by modulating a structural link between the nuclear envelope and the cytoskeleton in neuronal cells. …”
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A 3D Approach for the Virtual Commissioning of Processing Plants by Nikolai Striffler, Tobias Voigt

“…Our approach addresses this by proposing a 3D simulation model architecture that integrates physics-based simulation environments, enabling efficient and accurate generation of dynamic simulation models. …”
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La construcción del retrato abstracto de Boullèe a través de las imágenes de la película The Belly of an Architect de Peter Greenaway by Gabriela Solís Rebolledo, Patricia Solís Rebolledo

“…El análisis hace visible la noción estética de Greenaway respecto al retrato abstracto de Boullée representado mediante la relación conceptual entre el proyecto boulleano del Cénotaphe à Newton, el tratado Architecture. Essai sur l’Art, los monumentos de la Antigüedad y la pintura del Renacimiento italiano, retomados en el fotograma de la película para establecer la identidad de Boullée y ofrecer una perspectiva de su arquitectura y sus fuentes. …”
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PlantLayout pipeline to model tissue patterning by M. S. Savina, V. V. Mironova

“…To study the mechanisms underlying developmental pattern formation in a tissue, one needs to analyze the dynamics of the regulators in time and space across the tissue of a specific architecture. This problem is essential for the developmental regulators (morphogens) that distribute over the tissues anisotropically, forming there maxima and gradients and guiding cellular processes in a dose-dependent manner. …”
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A Study of Failure Strength for Fiber-Reinforced Composite Laminates with Consideration of Interface by Junjie Ye, Yuanying Qiu, Xuefeng Chen, Yumin He, Zhi Zhai

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Detection and Prevention of Man-in-the-Middle Spoofing Attacks in MANETs Using Predictive Techniques in Artificial Neural Networks (ANN) by Robert A. Sowah, Kwadwo B. Ofori-Amanfo, Godfrey A. Mills, Koudjo M. Koumadi

“…This is due to the decentralized nature of their overall architecture. In this paper, ANN classification methods in intrusion detection for MANETs were developed and used with NS2 simulation platform for attack detection, identification, blacklisting, and node reconfiguration for control of nodes attacked. …”
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A Machine Learning-Based Platform for Monitoring and Prediction of Hazardous Gases in Rural and Remote Areas by Edgar F. Ladeira, Bruno M. C. Silva

“…The system uses ML techniques to analyze the collected data and provide future predictions using unidirectional Long Short-Term Memory (LSTM) layers overlaid on bidirectional LSTM layers, meaning layers stacked together, which was the model architecture that delivered the best results in this context. …”
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A Step Towards Neuroplasticity: Capsule Networks with Self-Building Skip Connections by Nikolai A. K. Steur, Friedhelm Schwenker

“…<b>Background:</b> Integrating nonlinear behavior into the architecture of artificial neural networks is regarded as essential requirement to constitute their effectual learning capacity for solving complex tasks. …”
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Transformation of Space Discourse: from Traditional Society to Postmodern Era by V. A. Shchipkov

“…The author makes an assumption that the space discourse of today will also influence the researches of actual global political and territorial architecture.…”
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INPRO Activities on Development of Advanced Tools to Support Judgment Aggregation for Comparative Evaluation of Nuclear Energy Systems by V. Kuznetsov, G. Fesenko, A. Andrianov, I. Kuptsov

“…Second, a set of key indicators elaborated in the INPRO Collaborative Project on Global Architecture of Innovative Nuclear Energy Systems Based on Thermal and Fast Reactors Including a Closed Fuel Cycle (GAINS) were evaluated for comparative evaluation of nuclear energy system evolution scenarios. …”
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Networked Predictive Trajectory Tracking Control for Underactuated USV with Time-Varying Delays by Tao Lei, Yuanqiao Wen, Yi Yu, Minglong Zhang, Xin Xiong, Kang Tian

“…To address the aforementioned problem, a novel networked predictive sliding mode control architecture is proposed by integrating a discrete sliding mode control technique and predictive control scheme. …”
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L’Invention constructive face à la norme by Stéphane Berthier

“…It is therefore crucial to broaden our thinking to question current architectural practices and their relationship to social norms surrounding use and comfort.…”
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Optimization of bonding parameters in diffusion bonding of Cu10Sn-B4C composites produced by P/M method by Ada Hakan, Özsoy Serkan

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ArtDiff: Integrating IoT and AI to enhance precision in ancient mural restoration by Yuhan Yan, Bowen Chai, Jiapeng Li

“…Through the implementation of multilevel supervision strategies and an avant-garde model architecture, this study offers a sophisticated mural restoration solution, furnishing novel technological support for the preservation of cultural heritage.…”
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