Modelling the efficiency of technological management of agricultural enterprises in economic security by Mykola Vovk, Tetyana Zubro, Elvin Omarov, Bohdan Kolomiiets, Volodymyr Hnydiuk

“…The main tool of analysis was quantitative methods, in particular economic and mathematical modelling, which allowed to assess the impact of various factors on the efficiency of management decisions. …”
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Energy Efficiency and Decarbonization Resulting from the Transition to Virtual Space by Viktoria Mannheim, Zsuzsa Szalay, Renáta Bodnárné Sándor, Anita Terjék, Judit Lovasné Avató, Péter Sasvári, Zsolt István, Artúr Szilágyi, Orsolya Szalainé Kaczkó, Klára Tóthné Szita

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Efficient algorithms for electric vehicles’ min-max routing problem by Seyed Sajjad Fazeli, Saravanan Venkatachalam, Jonathon M. Smereka

“…Extensive computational results and sensitivity analyses are performed to corroborate the efficiency of the proposed approach, both quantitatively and qualitatively. …”
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An Interpretation of the Urban Digital Economy Effecting Manufacturing Innovation Efficiency by Shengsheng Li, Yuanyuan Wang, Xing Xu

“…This study reveals the following findings: (1) There is a threshold effect of government subsidies and industrial agglomeration on the impact of UDE on the innovation efficiency of listed manufacturing industries. Quantitatively, the study identifies two thresholds for industrial agglomeration (−3.7468 and −1.5172) and two thresholds for government subsidies (16.6139 and 18.2936). (2) The impact of UDE on the innovation efficiency of the manufacturing industry is significantly enhanced with the increase in the level of urban industrial agglomeration. (3) The threshold effect of government subsidies is evident when the impact becomes more pronounced as government subsidies increase. …”
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Efficient Simultaneous Detection of Metabolites Based on Electroenzymatic Assembly Strategy by Anran Zheng, Chao Li, Shengkai Xu, Zhen Guo, Chuanyu Li, Changsong Zhang, Jia Yao, Zhiqi Zhang, Jinze Li, Lutao Du, Shasha Zhao, Chuanxin Wang, Wei Zhang, Lianqun Zhou

“…Objective and Impact Statement: We describe an electroenzymatic mediator (EM) sensor based on an electroenzymatic assembly peak separation strategy, which can efficiently realize the simultaneous detection of 3 typical cardiovascular disease (CVD) metabolites in 5 μl of plasma under one test. …”
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Comparative Study to Evaluate Mixing Efficiency of Very Fine Particles by Sung Je Lee, Se-Yun Hwang

“…This study evaluates the applicability and accuracy of coarse-grain modeling (CGM) in discrete-element method (DEM)–based simulations, focusing on particle-mixing efficiency in five representative industrial mixers: the tumbling V mixer, ribbon-blade mixer, paddle-blade mixer, vertical-blade mixer, and conical-screw mixer. …”
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ESTIMATION OF EFFICIENCY OF COLLAGEN AND BIOLOGICAL GLUE AT DUODENAL FISTULA IN EXPERIMENT by R. R. Ishtukov, M. A. Nartailakov, V. S. Panteleev, V. V. Rezyapov

“…Phologistic infiltration also responded more efficiently both quantitatively (manifestation rate) and qualitatively (quick change of cell elements) in the group that used bio-implant.Conclusion. …”
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SpiNeRF: direct-trained spiking neural networks for efficient neural radiance field rendering by Xingting Yao, Xingting Yao, Qinghao Hu, Fei Zhou, Tielong Liu, Tielong Liu, Zitao Mo, Zeyu Zhu, Zeyu Zhu, Zhengyang Zhuge, Jian Cheng, Jian Cheng

“…Experiments on multiple datasets demonstrate that our method outperforms previous SNN encoding schemes and artificial neural network (ANN) quantization methods in both rendering quality and energy efficiency. …”
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Quantization-based chained privacy-preserving federated learning by Ya Liu, Shumin Wu, Yibo Li, Fengyu Zhao, Yanli Ren

“…However, traditional FL schemes face significant challenges regarding communication efficiency, computational costs, and privacy preservation. …”
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Lightweight Road Environment Segmentation using Vector Quantization by J. Kwag, A. Yilmaz, C. Toth

“…In this work, we combined vector quantization with the lightweight image segmentation model MobileUNETR and used it as a baseline model for comparison to demonstrate its efficiency. …”
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Qptimization design of video encoder quantizer for general DSPs by GAN Yong1, SU Shi-mei2, ZHOU Bing2, QIAN De-pei 1

“…A new scheme of quantization which was constructed by an optimal quantization matrix was proposed.It was inefficient for the traditional quantization of MPEG video encoders on the general DSPs.Considering the traits of a DSP,which could realized one-step quantization by substituting shift for division.Meanwhile,this scheme used different quantization strategies according to the differences of the types of video blocks to be coded,and avoids the loss of the quality of images with the unified quantization.Experiments had shown that this scheme could obviously improve the efficiency of quantization,and subjective and objective quality of images coded as well.…”
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A Novel Mixed-Precision Quantization Approach for CNNs by Dan Wu, Yanzhi Wang, Yuqi Fei, Guowang Gao

“…Mixed-precision quantization assigns different quantization precision to different layers of a CNN. …”
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Fully Quantized Neural Networks for Audio Source Separation by Elad Cohen, Hai Victor Habi, Reuven Peretz, Arnon Netzer

“…We validate the efficiency of our method in both time and frequency domains. …”
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Quantized convolutional neural networks: a hardware perspective by Li Zhang, Olga Krestinskaya, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

“…Consistently, dedicated hardware accelerators are developed to further boost the execution efficiency of DNN models. In this work, we focus on Convolutional Neural Network (CNN) as an example of DNNs and conduct a comprehensive survey on various quantization and quantized training methods. …”
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An efficient post-processing adaptive filtering technique to rectifying the flickering effects. by Anudeep Gandam, Jagroop Singh Sidhu, Sahil Verma, N Z Jhanjhi, Anand Nayyar, Mohamed Abouhawwash, Yunyoung Nam

“…This paper focuses on an efficient pre-and post-processing technique (PP-AFT) to address and rectify the problems of quantization error, ringing, blocking artifact, and flickering effect, which significantly degrade the visual quality of video frames. …”
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Feature-Based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy by Feng Wang, M. Cenk Gursoy, Senem Velipasalar

“…In this paper, we propose feature-based federated transfer learning as a novel approach to improve communication efficiency by reducing the uplink payload by multiple orders of magnitude compared to that of existing approaches in federated learning and federated transfer learning. …”
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An adaptive dual distillation framework for efficient remaining useful life prediction by Xiang Cheng, Jun Kit Chaw, Shafrida Sahrani, Mei Choo Ang, Saraswathy Shamini Gunasekaran, Moamin A. Mahmoud, Halimah Badioze Zaman, Yanfeng Zhao, Fuchen Ren

“…These results highlight A-DDF’s potential for efficient, high-accuracy predictive maintenance on edge devices. …”
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Efficiency of postoperated microwave therapy of the patients with inflammated tubo-ovarian tumors by I. D. Evtushenko, A. P. Romanova

“…The aim of the research is the study of efficiency of early postoperative rehabilitation of patients with purulent inflammatory formations of uterine appendages with microwave therapy. …”
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THE CALCULATION OF THE EFFICIENCY OF THE PERSONNEL ELEMENT OF THE POTENTIAL INTANGIBLE ASSETS OF INDUSTRIAL ENTERPRISES by I. Buzurnaya

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Fuel-Efficient Road Classification Methodology for Sustainable Open Pit Mining by Boyu Luan, Wei Zhou, Zhogchen Ao, Zhihui Han, Yufeng Xiao

“…This study proposes a fuel-efficient road classification methodology for open-pit coal mines. …”
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