A lightweight and style-robust neural network for autonomous driving in end side devices by Sheng Han, Youfang Lin, Zhihui Guo, Kai Lv

“…These interference factors bring challenges to the perception ability of deep models, thus affecting the decision-making process in autonomous driving. …”
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A novel cancer-associated fibroblast–related gene signature for predicting diffuse large B cell lymphoma prognosis using weighted gene co-expression network analysis and machine le... by Hongxia Cui, Menglu Chen, Meifang Zhao, Bingzong Li

“…The nomogram showed stronger prognostic ability than the clinical factor–based model or the risk score alone. …”
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Restoration and functional analysis of the SGI1 resolution system – SGI1 multimers are eliminated by the reactivated resolution by Alexandra Veress, Mónika Szabó, János Kiss

“…Abstract SGI1 and the related elements that are specifically mobilized by the IncA- and IncC-family plasmids are efficient agents in the dissemination of multi-resistance in Gammaproteobacteria. …”
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A hybrid TCN-XGBoost model for agricultural product market price forecasting. by Tianwen Zhao, Guoqing Chen, Sujitta Suraphee, Tossapol Phoophiwfa, Piyapatr Busababodhin

“…By leveraging TCN's strength in temporal feature extraction and XGBoost's capability to model complex nonlinear relationships, the TCN-XGBoost integrated model offers an efficient and robust solution for forecasting agricultural prices. …”
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Automatic Voltage Regulator Betterment Based on a New Fuzzy FOPI+FOPD Tuned by TLBO by Mokhtar Shouran, Mohammed Alenezi

“…This study presents a notable contribution by introducing an innovative control structure that addresses critical challenges in AVR systems, paving the way for more resilient and efficient power system operations.…”
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On the way to resilient information security management: Business Continuity Management (BCM) for public institutions by Christian SCHACHTNER

“…Results: The results show that effective application of BCM enables public institutions to respond quickly and efficiently to emergencies, minimize their impact, and provide recovery services. …”
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Phytoremediation of Petroleum Hydrocarbon by Micro Green Algae: A Review by Assim H. Flayyih, Buthena A. AL Magdamy

“…Results: The best types of bacteria used in treatment are Marinobacter, Acinetobacter, Bacillus, Pseudomonas, Neptunomonas, Alcanivorax, Cycloclasticus, and Oleiphilus, while the most efficient microalgae species are Chlorella vulgaris and Scenedesmus spp. …”
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INTERCEPTION OF CONTEMPORARY THEORIES OF MANAGEMENT AND SUSTAINABLE DEVELOPMENT CONCEPT by L.V. Zharova

“…The paper affirms that the development of modern management is based on the aspiring of long-term balance between all components and efficient use of resources. At present, it is impossible to build continuous success without entrepreneurship that includes design of new ideas within the organization. …”
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Nanosecond Magneto‐Ionic Control of Magnetism Using a Resistive Switching HfO2 Gate Oxide by Jimin Jeong, Yeon Su Park, Min‐Gu Kang, Byong‐Guk Park

“…Abstract Voltage‐controlled magnetism (VCM) offers an efficient operating method for various spintronic applications, with reduced power consumption compared to conventional current‐driven technologies. …”
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Study on the Compressive Strength Predicting of Steel Fiber Reinforced Concrete Based on an Interpretable Deep Learning Method by Huiming Wang, Jie Lin, Shengpin Guo

“…In order to predict the compressive strength of SFRC efficiently and accurately, this study proposes a deep learning-based prediction model, trained and tested on a large set of experimental data. …”
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DFT study of the adsorption properties and sensitivity of a B2N monolayer toward harmful gases by Rezvan Rahimi, Mohammad Solimannejad, Ashkan Horri

“…The B2N monolayer has the ability to adsorb harmful gas molecules, even in humid air, and displays favorable adsorption energy and standard recovery time when exposed to SO2 gas. …”
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Inventory Tracking for Unstructured Environments via Probabilistic Reasoning by Mabaran Rajaraman, Kyle Bannerman, Kenji Shimada

“…Workpiece location is critical to efficiently plan actions downstream in manufacturing processes. …”
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HIV-1 protease and reverse transcriptase control the architecture of their nucleocapsid partner. by Gilles Mirambeau, Sébastien Lyonnais, Dominique Coulaud, Laurence Hameau, Sophie Lafosse, Josette Jeusset, Isabelle Borde, Michèle Reboud-Ravaux, Tobias Restle, Robert J Gorelick, Eric Le Cam

“…Examination of these co-aggregates for the ability of RT to catalyse reverse transcription showed an effective synthesis of double-stranded DNA that, remarkably, escaped from the aggregates more efficiently with NCp7 than with NCp9. …”
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Multilingual Virtual Healthcare Assistant by Geetika Munjal, Piyush Agarwal, Lakshay Goyal, Nandy Samiran

“…ABSTRACT This study proposes a virtual healthcare assistant framework designed to provide support in multiple languages for efficient and accurate healthcare assistance. The system employs a transformer model to process sophisticated, multilingual user inputs and gain improved contextual understanding compared to conventional models, including long short‐term memory (LSTM) models. …”
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Dynamic Route Guidance in Vehicle Networks by Simulating Future Traffic Patterns by David Neiman, Zachary Rubinstein, Stephen Smith

“…Since adding more roadway capacity is often not possible in urban environments, it is becoming more important to use existing road networks more efficiently. Toward this goal, recent research in real-time, schedule-driven intersection control has shown an ability to significantly reduce the delays incurred at signalized intersections. …”
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Smart insole-based abnormal gait identification: Deep sequential networks and feature ablation study by Beomjoon Park, Minhye Kim, Dawoon Jung, Jinwook Kim, Kyung-Ryoul Mun

“…Objective Gait analysis plays a pivotal role in evaluating walking abilities, with recent advancements in digital health stressing the importance of efficient data collection methods. …”
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Common Starlings (Sturnus vulgaris) increasingly select for grazed areas with increasing distance-to-nest. by Henning Heldbjerg, Anthony D Fox, Peder V Thellesen, Lars Dalby, Peter Sunde

“…The proximate mechanisms causing adverse effects to breeding Starlings are unclear, hampering our ability to implement cost-efficient agri-environmental schemes to restore populations to former levels. …”
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Pasireotide-induced hyperglycemia in Cushing’s disease and Acromegaly: A clinical perspective and algorithms proposal by Przemysław Witek, Marek Bolanowski, Adam Krętowski, Aleksandra Głowińska

“…Pasireotide is an effective treatment for both Cushing’s disease (CD) and acromegaly due to its ability to suppress adrenocorticotropic hormone and growth hormone, and to normalize insulin-like growth factor-1 levels, resulting in tumor shrinkage. …”
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LKDA-Net: Hierarchical transformer with large Kernel depthwise convolution attention for 3D medical image segmentation. by Ming Li, Jingang Ma, Jing Zhao

“…In this paper, we propose a lightweight three-dimensional convolutional network, LKDA-Net, for efficient and accurate three-dimensional volumetric segmentation. …”
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Mycobacterium tuberculosis requires SufT for Fe-S cluster maturation, metabolism, and survival in vivo. by Ashutosh Tripathi, Kushi Anand, Mayashree Das, Ruchika Annie O'Niel, Sabarinath P S, Chandrani Thakur, Raghunatha Reddy R L, Raju S Rajmani, Nagasuma Chandra, Sunil Laxman, Amit Singh

“…Importantly, a hyperactive cysteine in the DUF59 domain mediates interaction of SufT with SufS, SufU, aconitase, and SufR. We efficiently repressed the expression of SufT to generate a SufT knock-down strain in Mtb (SufT-KD) using CRISPR interference. …”
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