Hourglass attention for image super-resolution by Ling Xu, Yian Huang, Xiaoping Lin

“…This model uses a shallow architecture and introduces a Dynamic Spatial Information Compression (DSIC) module, which reduces computational complexity by converting the spatial information of mid-level features into the channel dimension. …”
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Research on Real Time Data Processing and Application of Urban Rail Train by ZENG Gaoping, WANG Lei

“…According to the actual operation needs of urban rail train, this paper builds a real-time streaming data processing architecture for intelligent operation and maintenance adopting technologies such as big data, mobile internet, internet of things, and micro-services. …”
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Design of Electromagnetic Compatibility Testing and Control System for Fully Automatic Elevator Control Cabinets Based on Embedded Technology by SONG Laijun, WANG Huifang, NI Minmin, LU Dong, LI Xiaolu, TANG Hailong, SUN Dandan

“…The author constructed an "upper computer+ lower computer" control system architecture, developed an embedded controller based on ARM, designed application software for upper and lower computers of the automatic testing process and control system, implemented such functions as sensor signal acquisition and CAN bus communication for elevator control cabinets, and realized the real-time monitoring of electromagnetic compatibility testing of elevator control cabinets and elevator system status. …”
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Automated fractal analysis for mandibular bone evaluation in type 1 diabetes mellitus using a novel single click approach by Melek Tassoker, Yunus Balel, Mediha Erturk, Kaan Sagtas

“…The results indicate that T1DM is associated with region-specific alterations in mandibular trabecular bone architecture. The single-click fractal analysis module demonstrated efficient and standardized assessment of bone structure, offering a promising tool for clinical and research applications.…”
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Advancing resilient power systems through hierarchical restoration with renewable resources by Mohannad Alhazmi, Peijin Li

“…This paper presents a Hierarchical Modern Power System Restoration (HMPSR) model that employs a two-level architecture to enhance restoration efficiency and system resilience. …”
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From training to teaching. Drawing in the archive of Giuseppe Zander by Caterina Carocci, Luciano Antonino Scuderi

“…<br />An essential accompanying element within Zander’s graphic elaborations are the handwritten notes that begin to appear as early as the youthful period, becoming increasingly important until they acquire complementary value to the drawing in the mature phase, both in his professional activity as an architect and in his study and teaching of the history of architecture.<br />The aptitude for tidy and classification also emerges from the filing system used by himself collecting the materials in thematic albums that were used as iconographic sources for the elaboration of projects and for the preparation of lectures, teaching materials and scientific publications. …”
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A provenance study on the ceramics excavated at the Varzaneh Plain, central Iran by Parviz Holakooei, Babak Rafiei-Alavi, Ali Shojaee-Esfahani, Yaser Jebreili, Sepehr Bahadori, Rebecca Piovesan, Lara Maritan

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Knowledge Graphs to Accumulate and Convey Knowledge from Past Experiences in Search and Rescue Planning and Resource Allocation by Wajeeha Nasar, Odd Erik Gundersen, Ricardo da Silva Torres, Anniken Karlsen

“…We propose a framework designed for search and rescue decision support, including its architecture and components. We also discuss the implementation of the service layer. …”
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SLGMA-UNet: Comprehensive Feature Aggregation With Context-Sensitive Attention for Medical Image Segmentation by Xinghuo Ye, Na Wang

“…This paper introduces SLGMA-UNet, an enhanced architecture that incorporates a multi-level attention system, adaptive scale processing Efficient Multi-Scale Attention (EMA), and a combined focus mechanism Spatial &#x0026; Local-Global Attention (SLGA). …”
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Hybrid Capsule Network for precise and interpretable detection of malaria parasites in blood smear images by Bader Alawfi

“…Existing convolutional neural network (CNN) and capsule network hybrids, although effective, often suffer from high computational demands and limited generalizability across datasets.MethodsWe propose Hybrid Capsule Network (Hybrid CapNet), a lightweight architecture combining CNN-based feature extraction with dynamic capsule routing for accurate parasite identification and life-cycle stage classification. …”
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P53 | CIRCADIAN DEPENDENT MOTILITY: THE ROLE FOR THE PERINUCLEAR ACTIN CAP

“…Notably, this interaction leads to decreased phosphorylation of EGFR, along with downstream signaling. The actin cap architecture has been described as a driver of cell dissemination3. …”
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Electric Vehicle Technologies in the Smart Grid Era: A Comprehensive Review by Shady S. Refaat, Amira Mohammed, Tareq Foqha, Ahmed Syed, Samer Alsadi, Mostafa Farrag

“…Furthermore, the EV architecture is examined, with a specific focus on electric motors, battery management systems (BMSs), batteries, and charging technologies, including conductive and wireless charging systems. …”
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Analyzing the environmental ideas of knowledgeable citizens toward the realization of a creative city in Tabriz by Heydar Beheshti Asl, Morteza Mirgholami, Karim Hosseinzadeh Dalir

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TRANSIT your events into a new mass: fast background interpolation for weakly-supervised anomaly searches by I. Oleksiyuk, S. Voloshynovskiy, T. Golling

“…This allows for a simpler, more efficient residual architecture, enabling mass uncorrelated features to pass the network unchanged while the mass correlated features are adjusted accordingly. …”
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A high-precision segmentation method based on UNet for disc cutter holder of shield machine by Dandan Peng, Guoli Zhu, Zhe Xie

“…By integrating attention mechanisms, we develop the Res-UNet-CA architecture, which achieves state-of-the-art metrics on independent test sets: accuracy (99.45%), precision (98.9%), recall (99.11%), F1-score (99%), and mIoU (98.63%). …”
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Mechanisms for Promoting Health Tourism Sites in Egypt: Towards the Development of Sustainable Specialized Urban Cities with a Competitive Brand by Mohamed Riad

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Context-Aware Data-Driven Intelligent Framework for Fog Infrastructures in Internet of Vehicles by Razi Iqbal, Talal Ashraf Butt, M. Omair Shafiq, Manar Wasif Abu Talib, Tariq Umar

“…In order to overcome these challenges, this paper proposes a data analytics framework for fog infrastructures at the fog layer of traditional IoV architecture that offers context-aware real time, near real-time and batch services at the edge of a network. …”
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Optimizer Evaluation for Maize Leaf Disease Using Transfer Learning with MobileNetV3-Small by Dhea Fesa Athallah, Thomas Budiman, Anton Zulkarnain Sianipar

“…This study aims to address these issues by evaluating the performance of different optimizers in classifying maize leaf disease using transfer learning with the MobileNetV3-Small architecture. A total of 2,850 images of maize leaf disease were used and divided into training, validation, and testing sets. …”
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Risk Analysis Under Uncertainty, Subjectivity, and Incomplete Knowledge: With a Use Case of Energy System Failures by Ali Aghazadeh Ardebili, Mahdad Pourmadadkar, Elio Padoano

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A lightweight intelligent compression method for fast Sea Level Anomaly data transmission. by Xiaodong Ma, Xiang Wan, Lei Zhang, Dong Wang, Zeyuan Dai

“…., peak signal-to-noise ratio, PSNR; structural similarity index, SSIM). The architecture integrates global-local dual discriminators to enforce spatiotemporal coherence of mesoscale vortices, employs dilated convolutions to enhance feature receptive fields without computational overhead, and incorporates vortex recognition rate as a physics-aware evaluation metric. …”
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