Enhancing energy efficiency and cpu utilization in edge computing through deep learning-based data smoothing by Himabindu Sathyaveti, C. Gomathy

“…A deep learning model named Self-Organising ResNet (SOResNet) uses smoothing methods to remove unnecessary features while protecting important data aspects. …”
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Surgical Implantation of a Telemetry-Based Pressure Sensor in the Internal Jugular Vein to Monitor Respiration Wirelessly by Neha Kushwaha, Debanjan Dasgupta

“…We describe a way of inserting the probe into the right jugular vein aseptically while housing the transmitter underneath the skin on the back of the animal. …”
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Enhancing research on academic research capacity in Cambodian higher education institutions by Sarith Chiv, Kimcheang Hong, Chanthang Meak, Rany Sam, Morin Tieng, Hak Yoeng, Mardy Serey

“…The purpose of this paper is to identify and analyze the individual factors influencing academicians’ research productivity in Cambodian higher education institutions, to examine and evaluate the impact of institutional factors on research productivity, and to investigate and assess the external factors affecting research productivity and develop strategies to mitigate negative impacts while increasing positive influences. Methods This study employs a rigorous qualitative method, with insights gained through interviews and policy analysis. …”
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Implementation of Adaptive Short Time Fourier Transform and Sigmoid based Kernel Support Vector Machine for Radar Signal Identification by AHMAD Ashraf Adam, MUHAMMAD Farouk Isah

“…Distinguishing between simple pulsed and Low Probability of Intercept (LPI) radar signals is crucial for various applications, including radar signal identification and electronic warfare. Existing methods often struggle with achieving high accuracy, and bridging computational complexity, particularly in low signal-to-noise ratio (SNR) environments. …”
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Impact of pretreatment and drying on the chemical composition and sensory quality of fried yam (Dioscorea rotundata) chips by Evans Ntim Amedor, Frederick Sarpong, Paa Kwesi Bordoh, Evans Frimpong Boateng, James Owusu-Kwarteng

“…Aim: This study examined the combined effects of pretreatment methods (blanching, citric acid, and ascorbic acid) and oven drying on the chemical composition and sensory quality of fried yam (Dioscorea rotundata) chips, aimed at optimizing processing conditions for improved product quality. …”
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Anatomy, ploidy level, and essential oil composition of <i>Hyssopus officinalis</i> ʻNikitskiy Beliyʼ <i>in vitro</i> and <i>ex situ</i> by I. V. Bulavin, N. N. Ivanova, N. N. Miroshnichenko, N. M. Saplev, S. A. Feskov

“…According to the results obtained, with 6-BAP introduced into MS nutrient medium in optimal concentrations (0.3– 0.5 mg/L), the general in vitro structure of leaf blades in the developed microshoots was similar to those in ex situ plants, while the qualitative and quantitative changes observed were induced by the effect of specific culturing conditions and plant rejuvenation. …”
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COMPARING FORECASTS OF AGRICULTURAL SECTOR EXPORT VALUES USING SARIMA AND LONG SHORT-TERM MEMORY MODELS by Aleytha Ilahnugrah Kurnadipare, Sri Amaliya, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah

“…The best SARIMA model generated was (1,1,1)(0,1,1)12, while the optimal parameters for the LSTM model were neuron: 50, dropout rate: 0.3, number of layers: 2, activation function: relu, epochs: 500, batch size: 64, optimizer: Adam, and learning rate: 0.01. …”
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Effect of Gravel Size, Microwave Irradiation (1 to 2.5 min), Moisture, and Quenching on Aggregate Properties of Chert Gravel: Valorizing a “Waste” Byproduct of Sand Quarrying by Mark Tzibulsky, Vladimir Frid

“…The research systematically examines MW exposure duration (1–2.5 min), rock size (150–800 g), moisture conditions, and cooling methods (air vs. water quenching) to optimize fragmentation. …”
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Revealing Patient Dissatisfaction With Health Care Resource Allocation in Multiple Dimensions Using Large Language Models and the International Classification of Diseases 11th Revi... by Jiaxuan Li, Yunchu Yang, Chao Mao, Patrick Cheong-Iao Pang, Quanjing Zhu, Dejian Xu, Yapeng Wang

“…The weighted total precision of our method based on the ABSA of patient reviews was 0.907, while the average accuracy of all 3 sampling methods was 0.893. …”
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Comparison of external load and specific activities of starters vs. non-starters by position in men’s professional volleyball competition by Erxia Wang, Sewoon Yoon, Munku Song

“…An independent t-test compared loads between starters and non-starters, while one-way analysis of variance (ANOVA) analyzed positional differences for starters. …”
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A Blockchain-Based Architecture of Web3.0: A Comprehensive Decentralized Model With Relay Nodes, Unique IDs and P2P by Hyunjoo Yang, Sejin Park

“…When faced with malicious requests, the system significantly reduces verification latency to an average of 0.0106 ms, ensuring rapid rejection and preserving network stability, while legitimate requests are processed efficiently with an average latency of 0.4125 ms.Experiments comparing latency-based and random-based relay selection methods across various network configurations (public-public, public-private, private-private) demonstrate that latency-based selection optimizes connection setup times in low-latency environments, while random-based selection provides robust performance in complex network scenarios. …”
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Regional disparities and influencing factors of health production efficiency: evidence from China by Hongwei Li, Ruixin Wang, Hongliang Wang

“…Residents’ income demonstrates a positive spillover effect, while population density shows a significant negative overall effect. …”
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Deep learning based quantitative cervical vertebral maturation analysis by Fulin Jiang, Abbas Ahmed Abdulqader, Yan Yan, Fangyuan Cheng, Tao Xiang, Jinghong Yu, Juan Li, Yong Qiu, Xin Chen

“…Abstract Objectives This study aimed to enhance clinical diagnostics for quantitative cervical vertebral maturation (QCVM) staging with precise landmark localization. Existing methods are often subjective and time-consuming, while deep learning alternatives withstand the complex anatomical variations. …”
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Initial Meropenem Plasma Concentration and Its Correlation with Sepsis Mortality: A Real-World Retrospective Study by Deng ZW, Fu W, Chen F, Wang HQ, Deng YH, Yan Y

“…This study aims to investigate whether optimizing meropenem plasma levels improves 28-day outcomes in sepsis patients, while also exploring the potential impact of continuous versus intermittent infusion methods.Patients and Methods: This real-world retrospective study included 202 sepsis patients treated with meropenem at Hunan University of Medicine General Hospital from January 2022 to December 2023. …”
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Modeling of thermal distribution on cryosurface for low temperatures by Olga Vorobyova, Dmitriy Sokolov, Yevgeniy Korshikov

“…For comparison, the heat-conducting capacity of the material from which the cryopanel is made was studied and whether the material would affect its efficiency. In this case, the optimal surface temperature was reached after 800 seconds, while the liquid nitrogen passed through a coil with a diameter of 6 mm. …”
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Enhancing Pharma Manufacturing Efficiency: Integrating Lean Six Sigma and Fuzzy FMEA for Waste Reduction by Rindi Kusumawardani, Adiyodha Ayudha Widyatmoko

“…Key recommendations based on Fuzzy RPN rank include, enhancing bulk product quality before printing, implementing rigorous inspections of the printing process, optimizing machine utilization, and adjusting production schedules using the Shortest Processing Time (SPT) method.…”
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Strategic Architecture in Poultry Company by Erlinda Oktavia, Marimin Marimin, Setiadi Djohar

“…Respondents in this study were determined using purposive sampling method. While the research method used is descriptive-qualitative with case study approach and using Analytical Hierarchy Process (AHP) as priority determination of interest.. …”
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Turning Energy-Aware Route Planning With an Extended TSP and Double-Layer State Graph: Experimental Evaluation With a Crawler Mobile Robot by Namihei Adachi, Hisashi Date

“…For mobile robots with multiple destinations that must be visited only once, the Traveling Salesman Problem (TSP) provides an optimal route. The optimality may not be achieved for crawler robots, which are often used in the forestry industry and have a higher energy consumption during turning. …”
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Study of some parameters and Partial purification of prolidase from serum women preeclampsia by Hiba H. Rasheed Lateef, Nazar A. Naji, Ibrahim F. Wahed

“… This study was carried out by partial purification of prolidase from blood serum patients with preeclampsia by ion exchange The degree of purification enzyme (1. 85) fold, enzyme yield (8.82) and specific activity is (8.88) IU/mg .The kinetic studies of partially purified The enzyme technology demonstrated the optimal substrate concentration which was (97) mmol/L and Vmax (71.42 )(U/L),km(1.25) while optimal The optimum temperature was (37°C) and pH (9.2). molecular The weight of the partially purified enzyme was determined by a gel Electrophoresis method, in the presence of polyacrylamide gel and sodium Dodecyl Sulfate (SDS_PAGE) which showed that the approximate. …”
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Simplified Model Predictive for Controlling Circulating and Output Currents of a Modular Multilevel Converter by Abolfazl Sheybanifar, Seyed Masoud Barakati

“…In conventional MPC, the optimal value of the cost function is obtained after calculating all switching states, which makes this method impossible to implement. …”
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