Classification of Animal Behaviour Using Deep Learning Models by M. Sowmya, M. Balasubramanian, K. Vaidehi

“…Specifically, 2D-CNN, VGG16 and ResNet50 architectures have been used for classification. 2D-CNN, «VGG-16» and «ResNet50» have been trained on the video frames displaying a range of animal behaviours. …”
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Comparative Analysis of YOLO Variants Based on Performance Evaluation for Object Detection by Chen Aoxiang

“…It then delves into the specific architectures and experimental outcomes associated with each YOLO version. …”
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Beyond Cations: Expanding the Horizons of Ferrocene-Based Electrochemical Sensors for Neutral and Anionic Molecules by Angel A. J. Torriero, Alma M. Torriero, Kiara T. Miller, Ashwin K. V. Mruthunjaya

“…This review addresses this gap by exploring the latest advancements in Fc-based electrochemical sensors designed to overcome the unique challenges posed by these species—including diverse geometries, high hydration enthalpies, and the absence of formal charge. Molecular architectures such as amide-functionalised receptors, urea derivatives, Lewis acid-containing receptors, triazolium, and carboxylic acid-containing systems are examined, highlighting how these sensors achieve high selectivity and sensitivity. …”
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Hyperparameter Optimization in Generative Adversarial Networks (GANs) Using Gaussian AHP by Thiago Serafim Rodrigues, Placido Rogerio Pinheiro

“…Future research could extend this approach to other neural network architectures and diverse datasets, further demonstrating the versatility of this optimization technique. …”
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L’impact de la mobilisation écorégionale sur les politiques en matière de montagne dans les Alpes suisses et la Sierra Nevada en Californie by Jörg Balsiger

“…Expanding and specifying arguments found in the policy networks literature, it argues that changes in the nature of dynamics of ‘organizational landscapes’ (the assemblage of state and non-state actors sharing a common concern for a policy issue or set of issues) precipitate transformations in ‘policy architectures (the structure and substantive orientation of public policy goals and instruments). …”
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Mesenchymal Stromal Cell Therapy in Ischemia/Reperfusion Injury by Pascal Rowart, Pauline Erpicum, Olivier Detry, Laurent Weekers, Céline Grégoire, Chantal Lechanteur, Alexandra Briquet, Yves Beguin, Jean-Marie Krzesinski, François Jouret

“…Pathophysiologically, IRI causes multiple cellular and tissular metabolic and architectural changes. Furthermore, the reperfusion of ischemic tissues induces both local and systemic inflammation. …”
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Constructing sports facilities using environment-friendly materials by Rui Li, Chenxi Zhai

“…., sports stadiums, is comprehensively reviewed and evaluated, including using renewable materials, energy-saving technologies, and eco-friendly architectural designs. Third, the challenges and future developing trends of applying EFM in sports facility construction are discussed by considering constructional design and material selection. …”
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The Effectiveness of Hybrid Beamforming in Enhancing the Performance of NOMA-mmWave and Massive MIMO Systems by Oubassghir Mourtada, Boulouird Mohamed

“…Furthermore, we explore the effect of using hybrid and full digital beamforming architectures on energy consumption. Through this analysis, we aim to demonstrate how employing NOMA-mMIMO and mmWave integration with a hybrid structure can achieve high SE and low energy consumption.…”
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Global and regional perspectives on optimizing thermo-responsive dynamic windows for energy-efficient buildings by Yuan Gao, Jacob C. Jonsson, D. Charlie Curcija, Simon Vidanovic, Tianzhen Hong

“…Abstract Architectural thermo-responsive dynamic windows offer an autonomous solution for solar heat regulation, thereby reducing building energy consumption. …”
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Deep learning-integrated MRI brain tumor analysis: feature extraction, segmentation, and Survival Prediction using Replicator and volumetric networks by Deependra Rastogi, Prashant Johri, Massimo Donelli, Seifedine Kadry, Arfat Ahmad Khan, Giuseppe Espa, Paola Feraco, Jungeun Kim

“…To ensure strong and reliable tumor segmentation, we employ 2D volumetric convolution neural network architectures that utilize a majority rule. This method helps to significantly decrease model bias and improve performance. …”
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Hypertext’s social significance for a digital age person’s mental identification by N. Y. Paudial, L. V. Filindash

“…The hypertext of cultural content is considered on the examples of an architectural object and an exhibition exposition. The ability to understand the multidimensional nature of texts is interpreted in the article as one of Russian mentality features, which goes back to the tradition of anagogic perception of icons and Christian literature. …”
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Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections by Asadulla Y. Ashurov, Mehdhar S. A. M. Al-Gaashani, Nagwan A. Samee, Reem Alkanhel, Ghada Atteia, Hanaa A. Abdallah, Mohammed Saleh Ali Muthanna

“…By evaluating the model with online random images, demonstrate its significant adaptability and effectiveness in overcoming key challenges, such as achieving high accuracy and meeting the practical demands of agricultural applications. The architectural modifications are specifically designed to enhance feature extraction and classification performance, all while maintaining computational efficiency. …”
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The role of the extracellular matrix in cardiac regeneration by Xiying Wang, Shuo Yu, Lan Xie, Meixiang Xiang, Hong Ma

“…The extracellular matrix (ECM) is a complex and dynamic three-dimensional network that functions as an architectural scaffold to maintain cardiac homeostasis. …”
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Ovarian Seromucinous Borderline Tumor and Clear Cell Carcinoma: An Unusual Combination by Eriko Nakamura, Yuichiro Sato, Sayaka Moriguchi, Atsushi Yamashita, Takashi Higo, Yujiro Asada

“…Ovarian seromucinous borderline tumors (SMBTs) are rare. They architecturally resemble serous borderline tumors but are much more frequently associated with endometriosis. …”
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Retina Modeling by Artificial Neural Networks by Amelia Stewart

“…However, the effectiveness of the network is contingent upon its architectural configuration, the number of hidden layers used, and the specific learning method utilized. …”
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Chromosome-level genome assembly of a destructive leaf-mining moth Eriocrania semipurpurella alpina by Gui-fang Wang, Jin-wu He, Cheng Sun, Xue-yan Li, Pei-feng Qi, Dan-dan Feng, Cai-qing Yang, Ai-bing Zhang

“…This genome will greatly facilitate the phylogenomic studies of the most ancient lineages of Lepidoptera and provides insights into the genetic architectures underlying ecological adaptation.…”
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High Performance Computing of Complex Electromagnetic Algorithms Based on GPU/CPU Heterogeneous Platform and Its Applications to EM Scattering and Multilayered Medium Structure by Zhe Song, Xing Mu, Hou-Xing Zhou

“…Comparing to the exploration in EM algorithms from mathematical point of view, the computer programming realization is coordinately significant while keeping up with the development of hardware architectures. Unlike the previous parallel algorithms or those implemented by means of parallel programming on multicore CPU with OpenMP or on a cluster of computers with MPI, the new type of large-scale parallel processor based on graphics processing unit (GPU) has shown impressive ability in various scenarios of supercomputing, while its application in computational electromagnetics is especially expected. …”
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Proactive Detection of Malicious Webpages Using Hybrid Natural Language Processing and Ensemble Learning Techniques by Althaf Ali A, Rama Devi K, Syed Siraj Ahmed N, Ramchandran P, Parvathi S

“…Future directions include the integration of deep learning architectures and adaptive filtering techniques to further refine detection capabilities.…”
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A Design of Fault-Tolerant Battery Monitoring IC for Electric Vehicles Complying With ISO 26262 by Byambajav Ragchaa, Liji Wu, Xiangmin Zhang

“…The quantitative analysis of hardware architectural metrics for the proposed BMIC demonstrates compliance with ASIL-D requirements for functional safety.…”
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Plant commodification in Northern Mesopotamia: evidence from the Early Bronze Age site of Kani Shaie, Iraqi Kurdistan by Karolina Joka

“…Excavations at an architectural complex dated to the early phase of the EBA suggest its function as a food storage and redistribution center, supported by the presence of administrative remains (sealings), restricted access to the space, and carefully stored agricultural crops, likely intended as the basis for meals. …”
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