A machine learning model using the snapshot ensemble approach for soil respiration prediction in an experimental Oak Forest by S.N. Ferdous, J.P. Ahire, R. Bergman, L. Xin, E. Blanc-Betes, Z. Zhang, J. Wang

“…However, because it is highly sensitive to the environment and has large temporal and spatial variability, its contribution to the global carbon cycle remains highly uncertain. …”
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Enseigner les sciences de la nature avec le projet de paysage à l’ENSP Marseille by Audrey Marco, Véronique Mure, François Wattellier, Cécil’ Mermier, Alexandra Biehler

“…The reflexive analysis conducted shows how the pedagogical co-design and interdisciplinary mediation deployed in the sequences make it possible to create learning situations a cross between field practice and workshop activities and to thus nurture the perception, knowledge, description, and transformation of sites in environmental terms throughout the landscape design process.…”
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Distributed abnormal traffic detection method for SDN based on deep learning by WANG Kun, FU Yu, DUAN Xueyuan, YU Yihan, LIU Taotao

“…This method constructed a “one-to-many” distributed generative adversarial network (D-VAE-WGAN) with a discriminator deployed on a cloud server and multiple generators deployed on SDN controllers. …”
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Towards the Development of a Cloud Computing Intrusion Detection Framework Using an Ensemble Hybrid Feature Selection Approach by Noah Oghenefego Ogwara, Krassie Petrova, Mee Loong Yang

“…It deploys a proposed new hybrid ensemble feature selection (FS) method. …”
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Lightweight Daylily Grading and Detection Model Based on Improved YOLOv10 by JIN Xuemeng, LIANG Xiyin, DENG Pengfei

“…The model aims to enhance detection accuracy by optimizing the network structure and loss functions while reducing parameters and computational costs, making it more suitable for deployment in resource-constrained agricultural production environments.…”
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Qu’y a-t-il de politique dans les indicateurs écologiques? by Gabrielle Bouleau, Philippe Deuffic

“…It consists in focusing on processes of categorizing and quantifying the environment. Ecological indicators are simplified representations of reality. …”
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Optimization model of random load balancing of heterogeneous nodes in complex buildings by Wenlei GUO

“…In order to improve the load balancing of a complex building complex IoT and maintain its stable operation, a random load balance optimization model for non-uniformly distributed nodes in a complex building complex IoT was proposed.Sensor devices were deployed and wireless networks were accessed in complex building clusters to build the Internet of things for complex building clusters.The distribution location of each node in the Internet of things environment was determined, and random load data of non-uniformly distributed nodes was collected and integrated.The priority of non-uniformly distributed nodes was calculated using the IALBR routing protocol.By generating scheduling links and calculating the scheduling amount, the node load balancing scheduling task of the model was completed, and the load balancing of the Internet of things was optimized.The experimental results show that compared with traditional models, the average value of the load balance index of nodes under the design model is 0.002.The application of the design model effectively reduces the congestion probability of the Internet of things and improved network throughput.…”
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La maternité célibataire au Maroc : pour une approche dynamique de l’expérience by Amal Bousbaa

“…The aim of this article is to understand how single mothers act in the face of an excluding social environment. How do they manage to adapt and reorganize their lives around the experience of single motherhood? …”
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A Hybrid Measurement Approach to Medium Occupied Time for Radio Resource Management in IEEE 802.11 Networks by Seung-Chur Yang, Jong-Deok Kim

“…We conclude that our hybrid measurement approach is accurate and deployable in a real environment.…”
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Handover Strategies in Beacon-Enabled Mobile Sensor Network by Pranesh Sthapit, Jae-Young Pyun

“…Experimental results have verified that our schemes work well in the mobile sensor network environment.…”
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Method of Recognition and Assistance Combining Passive RFID and Electrical Load Analysis That Handles Cognitive Errors by Dany Fortin-Simard, Jean-Sébastien Bilodeau, Sébastien Gaboury, Bruno Bouchard, Abdenour Bouzouane

“…The entire multi-sensor system has been implemented and deployed in a real prototype smart home. We present the promising results of our experiment on real daily routines.…”
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« Faire un tri dans le monde des applis » by Esteban Bopp, Johnny Douvinet, Damien Serre

“…The smartphone applications intended to inform and alert the population in case of major risks might strongly reduce the communication time between the decision centers and users located in a potentially damaging environment. However, there are many applications in France, and this lies in a competitive process between the providers and a confusion among future users. …”
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Capital culturel numérique des enseignants et territoires apprenants. Analyses des ressources et des parcours d’appropriation du numérique par les enseignants dans des tiers lieux... by Didier Perret, Pascal Plantard

“…It is focusing on the transformative potential of digital pedagogical cooperatives (CPN) deployed in schools in Brittany. These third places are used for teacher support and training in the territory. …”
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Survey on user authentication protocol in wireless sensor network by Wei-dong FANG, Wu-xiong ZHANG, Lian-hai SHAN, Wei HE, Wei CHEN

“…However, since the sensor nodes have limited energy, communications and computing capacity, and they are usually deployed in hostile or unattended environment, the traditional user authentication protocol (UAP) is not entirely suitable for WSN. …”
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Implementing a Distributed WSN Based on IPv6 for Ambient Monitoring by D. F. Larios, J. M. Mora-Merchan, E. Personal, J. Barbancho, C. León

“…This is the case in the evaluation of migratory waterbirds' environment. In this case, it is usual to deploy several WSNs in different breeding areas. …”
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Russia is Back to the Balancing Game by Samet YÜCE, Philipp O. AMOUR

“…After the Arab Spring, Russia deployed its military muscle to Syria to protect its traditional ally the Bashar al-Assad regime, and restrain the US from solely dominating the region. …”
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A Global Perspective on Lunar Granular Flows by V. T. Bickel, S. Loew, J. Aaron, N. Goedhart

“…Above all, their global distribution, relation to the physical environment, and drivers are poorly understood. Here, we build and deploy a convolutional neural network and map 28,101 flow features between 60°N and S by scanning through ∼150,000 Lunar Reconnaissance Orbiter images. …”
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Large-Scale Real-Time Semantic Processing Framework for Internet of Things by Xi Chen, Huajun Chen, Ningyu Zhang, Jue Huang, Wen Zhang

“…To make full use of the data, development and deploy of ubiquitous IOT-based applications in various aspects of our daily life are quite urgent. …”
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Environnement de travail en évolution : quel potentiel d’apprentissage et de développement pour les enseignants-chercheurs? by Anaïs Loizon, Marie David

“…Conceived as an observatory of the activity of teacher-researchers and the conditions of its development, the device was deployed with five volunteer teacher-researchers. It was initiated by five training sessions and semi-structured interviews carried out six months after the opening of apprenticeship training. …”
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A Model-Driven Engineering Process for Autonomic Sensor-Actuator Networks by Carlos Vidal, Carlos Fernández-Sánchez, Jessica Díaz, Jennifer Pérez

“…Cyber-Physical Systems (CPS) are the next generation of embedded ICT systems designed to be aware of the physical environment by using sensor-actuator networks to provide users with a wide range of smart applications and services. …”
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