CRITERIA OF THE ESTIMATION OF EFFICIENCY OF INNOVATIONS IN TRANSPORT BRANCH by N. A. Borodina

“…Efficiency of innovations in any economy branch, transportation included, may be assessed on the basis of qualitative and quantitative indices. …”
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Qualitative and quantitative indicators of efficiency of foreign activity in the region of the Russian Federation by H. P. Zhuravleva

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Large language models for PHM: a review of optimization techniques and applications by Tingyi Yu, Junya Tang, Qingyun Yu, Li Li, Ying Liu, Raul Poler

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Toward Generating Quality Test Questions and Answers Using Quantized Low-Rank Adapters in LLMs by Jebum Choi, Seongjun Hong, Seoyoon Hong, Jiyeon Park, Eun-Sung Jung

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SparseBatch: Communication-efficient Federated Learning with Partially Homomorphic Encryption by Chong Wang, Jing Wang, Zheng Lou, Linghai Kong, WeiSong Tao, Yun Wang

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Performance and Efficiency Comparison of U-Net and Ghost U-Net in Road Crack Segmentation with Floating Point and Quantization Optimization by Haidhi Angkawijana Tedja, Onno W. Purbo

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Peculiarities of Assessing the Efficiency of Research Organization Divisions by E. A. Grigoreva, N. M. Pahnovskay

“…Quantitative analysis is one of simple and frequently used approaches to estimating efficiency of organization and its divisions work. …”
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Deep learning model for precise and rapid prediction of tomato maturity based on image recognition by Muhammad Waseem, Muhammad Muzzammil Sajjad, Laraib Haider Naqvi, Yaqoob Majeed, Tanzeel Ur Rehman, Tayyaba Nadeem

Subjects: “…Efficient net…”
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Effect of coarsely quantization on next generation systems with low-density parity check codes by Ehsan Mostafapour, Changiz Ghobadi, Javad Nourinia

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Efficient Capacity-Based Joint Quantized Precoding and Transmit Antenna Selection Using Cross-Entropy Method for Multiuser MIMO Systems by Jung-Chieh Chen, Min-Han Chiu, Yi-Syun Yang, Kuan-Yuen Liao, Chih-Peng Li

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Is banning Persistent Organic Pollutants efficient? A quantitative and qualitative systematic review in bats by Priscila Stéfani Monteiro-Alves, Elizabete Captivo Lourenço, Rodrigo Ornellas Meire, Helena Godoy Bergallo

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Calibrated optional randomized response techniques for efficient and robust estimation of quantitative sensitive variables by Ahmed Audu, Mojeed Abiodun Yunusa, Maggie Aphane, Maria Lekganyane

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Quantitative Criteria for Solvent Selection in Liquid-Phase Exfoliation: Balancing Exfoliation and Stabilization Efficiency by Shunnian Wu, W. P. Cathie Lee, Hashan N. Thenuwara, Ping Wu

“…These results establish a quantitative framework for solvent selection, enhancing the efficiency of the LPE processes.…”
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Developing Methodological Tools to Estimate Efficiency of Research Organization Divisions by E. A. Grigoreva

Subjects: “…expert appraisal of the efficiency…”
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POQ: Is There a Pareto-Optimal Quantization Strategy for Deep Neural Networks? by Floran De Putter, Sherif Eissa, Henk Corporaal

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Approaching the Bioeconomy in Terms of Increasing the Energy Efficiency of Households in Romania by Gabriel Brătucu, Cristinel Petrișor Constantin, Ioana Bianca Chițu, Evelina Grădinaru, Lavinia Dovleac

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Efficient human activity recognition on edge devices using DeepConv LSTM architectures by Haotian Zhou, Xiujun Zhang, Yu Feng, Tongda Zhang, Lijuan Xiong

“…The device’s memory usage was 29.1 KB, flash usage was 189.6 KB, and the model’s average inference time was 21 milliseconds, requiring approximately 0.01395 GOP, with a computational performance of around 0.664 GOPS. Even after quantization, the model maintained an accuracy of 97% and an F1 score of 97%, ensuring efficient utilization of computational resources. …”
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EFFICIENCY OF QUANTITATIVE ANALYSIS OF LUNG COMPUTED TOMOGRAPHY FINDINGS IN PATIENTS WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE by A. V. Kolsanov, P. M. Zel,ter, A. V. Kapishnikov, S. S. Chaplygin

“…Objective: to evaluate the efficiency of detection of emphysema in the analysis of lung computed tomography (CT) images using the “Autoplan” program and to compare the data of quantitative analysis and clinical indicators. …”
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Quantitative analysis of the efficiency dynamics of global liquefied natural gas shipping under COVID-19 by Hongchu Yu, Feng Chen

“…This paper proposes a quantitative method to model the impact of COVID-19 on global LNG shipping efficiency based on the spatiotemporal characteristics of behavior mining for LNG ships. …”
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Modeling the construction of an efficient customer club for the quantitative and qualitative development of increasing customers in the banking system by Ali Taher khani kojariha, Younos Vakil Alroaia

“…Abstract The purpose of the current research is to find a model to build an efficient customer club for the quantitative and qualitative development of increasing customers in the banking system. …”
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