Detection and Classification of Dress Code Violations in Educational Environments Using Deep Learning by Aminu Suleiman Bashir, Ahmed Ibrahim Mahmud, Muhammad Yahya

“…The result achieved demonstrates that the model works efficiently, reaching a training accuracy of 98% and a validation accuracy of 96%, and with overall scores for precision, recall, and F1-score exceeding 97%, thereby proving its effectiveness in different dress code categories. …”
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A Study of Deep Learning Models for Audio Classification of Infant Crying in a Baby Monitoring System by Denisa Maria Herlea, Bogdan Iancu, Eugen-Richard Ardelean

“…This study investigates the ability of well-known deep learning models, such as ResNet and EfficientNet, to perform audio-based infant cry detection. …”
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TLDDM: An Enhanced Tea Leaf Pest and Disease Detection Model Based on YOLOv8 by Jun Song, Youcheng Zhang, Shuo Lin, Huijie Han, Xinjian Yu

“…Finally, a novel detection head structure, termed EfficientPHead, is proposed to maintain detection performance while improving computational efficiency and reducing parameters which leads to inference speed acceleration. …”
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Automated and Enhanced Classification of Persea Americana Using Optimized Deep Convolutional Neural Networks With Improved Training Strategies for Agro-Industrial Settings by Oscar Vera, Jose Cruz, Severo Huaquipaco, Wilson Mamani, Victor Yana-Mamani, Saul Huaquipaco

“…The agro-industrial sector faces significant challenges in product classification, which directly affect product quality, production efficiency and food safety. This paper proposes a machine learning model that correctly identifies the different attributes of Persea americana. …”
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Lightweight and Low-Parametric Network for Hardware Inference of Obstructive Sleep Apnea by Tanmoy Paul, Omiya Hassan, Christina S. McCrae, Syed Kamrul Islam, Abu Saleh Mohammad Mosa

“…<b>Methods</b>: This study demonstrates the implementation of depth-wise separable convolution (DSC) as a resource-efficient alternative to spatial convolution (SC) for real-time detection of apneic activity. …”
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Socially Acceptable Feed Formulations May Impact the Voluntary Feed Intake and Growth, but Not Robustness of Nile Tilapia (<i>Oreochromis niloticus</i>) by Rodrigo Mendes, Paulo Rema, Jorge Dias, Ana Teresa Gonçalves, Rita Teodósio, Sofia Engrola, Francisco J. Sánchez-Vázquez, Luís E. C. Conceição

“…In order to potentially mitigate these concerns, feed formulations could be based on eco-efficient (circular economy-driven) or organic ingredients. …”
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Enhancing Light Extraction Efficiency in Micro-LEDs via Metal Photonic Crystals in the Passivation Layer and Air Photonic Crystals on the n-GaN Side by Zhaoyong Liu, Gaoyu Dai, Kailin Ren, Luqiao Yin, Jianhua Zhang

“…Photonic crystals (PhCs), as a type of metamaterial, have attracted significant attention due to their ability to control light propagation to enhance the light extraction efficiency (LEE) of Micro-LEDs. However, the current advancements in improving the LEE of Micro-LED with PhCs are far from 100&#x0025;, and the manufacturing process for the designed optical structures is overly complex. …”
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Methodological Aspects of Using Mechanism of Financing Projects Based on State and Private Partnership by E. M. Petrikova, N. V. Lokshin

“…The article gives the author's definition of the mechanism of financing S&amp;PP projects and explains methodological characteristics of assessing their efficiency for different participants and in interests of different concerned parties (state, business, banks). …”
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The Non-Orthogonal Multiple Access (NOMA) Dynamic Power Allocation in 5G Networks by Noor Alzubaidi, Ismael Sharhan Hubri

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Experimental study and performance enhancement of micro heat pipe PV/T system by Rui Li, Panpan Zhai, Jinping Li, Xiaomin Liu

“…The experimental setup involved the measurement of various parameters including environmental temperature, surface temperature of the PV/T panel, back temperature of the PV/T panel, and water temperature, as well as the determination of the power collection efficiency (PCE) and thermal conversion efficiency (TCE). …”
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Metabolic Performance of Mealworms and Black Soldier Fly Larvae Reared on Food and Agricultural Waste and By-Products by Frederik Kjær Nielsen, Rasmus Juhl Hansen, Asmus Toftkær Muurmann, Simon Bahrndorff, Niels Thomas Eriksen

“…Differences in NGE*_avg affected the substrate conversion efficiencies (i.e., the ratio of the weight gain of the larvae to the reduced weight of feed substrates) and may thus impact the overall outcome of insect farming.…”
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La mesure des effets économiques de la scolarisation. Apports et limites de l’économie de l’éducation by Philippe Hugon

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Promoting Yield and Oyster Mushroom Cycle Production by Using Date Kernel and Wheat Straw Mixture as a Cultivation Substrate by Ghada Lamraoui, Choukri Tefiani, Asma Maouedj, Abdelmalek Chaalel, Nerdjes Spiga, Diego Cunha Zied, Salim Rouar, Kab-Yeul Jang, Fehmi Boufahja, Walid Elfalleh, Hamdi Bendif

“…The results indicated that there was a significant difference between formulas. Using wastes separately showed the lowest yield, whereas the substrate with 25% K gave the highest total yield (478 g) and biological efficiency (BE) of 95.61%, in 223 d and 78.52% as BE of three first flushes in 110.8 d. substrate with 75% K was more effective in term of time; it gave in 198.4 d 414 g of mushroom (BE: 82.95%) and 310.6 g (BE: 62.12%) for the three first flushes in 83.2 d. …”
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Residual Feed Intake as a Behavioral, Nutritional and Economic Criterion in Poultry Production by Anastasiya Ramankevich, Sofiia Danko, Rafał Banaszkiewicz, Kornel Kasperek, Grzegorz Zięba

“…To address this issue, several indicators have been developed to assess feed efficiency. One such indicator is residual feed intake (RFI) which represents the difference between actual and expected feed consumption. …”
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Study of characteristics of vortex tube by V. I. Kuznetsov, V. V. Makarov, A. S. Gritsay

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Self-efficacy among kindergarten department students in the faculties of basic education in universities of KRG / Iraq according to some variables by Dlvin Omar Othman, Seenaa Ahmad Ali

“… The current research aims to identify: level of self-efficacy among kindergarten department students in the Faculties of Education in the universities of the Kurdistan Region/Iraq, and the significance of difference in level of self -efficacy among students according to the variables (university , academic stage, social status and economic status), and the researchers used the descriptive approach to implement the research procedures, the research community is students of the kindergarten department in the faculties of the basic education in the universities of the Kurdistan region, which contains  (1207) students for the academic year 2021-2022, Research sample was chosen by stratified random method forming (490) students distributed in universities of KRG in the following form: Salahaddin University (274), Sulaymaniyah University (284), Halabja University (168), University of Garmiyan (232), Raparin University (285), and goals of the research has been achieved by building the scale of self -efficacy, and it is consisted of (40) paragraphs with alternative answers (always, often, sometimes, rarely, never), and giving grades (5, 4, 3, 2 and 1) to alternatives, and the validity of the scale was extracted, as well as the researchers extracted the Psychometric characteristics of the Self efficiency scale, and the stability of the scale reached (0.81) using Cronbach’s alpha, and the researchers used the statistical bag represented by (Person's coefficient, t-test, Cronbach’s alpha), and the research reached the following results: that students of the kindergarten department in the basic education colleges in universities of KRG has a high level of self -efficacy, there are differences in the level of self -efficacy between Salahaddin University and Raparin University and for the benefit of Salahaddin University, and between Halabja University and Raparin University for the benefit of Halabja University, in the light of research results researchers recommended: A suitable mechanism to work on developing self -efficiency for students because of its great importance in their working lives, and they suggested: self-efficacy and its relationship to other variables such as (psychological adaptation, academic achievement). …”
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Metallic Nanotube Array Enabling Far Infrared Thermal Emitter Performance Enhancement by Hansen Kurniawan Njoto, Alfreda Krisna Altama, Wei-Xing Lu, Ting-Hao Chang, Kuan-Chou Lin, San-Liang Lee, Jinn P. Chu, Chih-Ting Lin

“…We fabricate and demonstrate a thermal-radiation far-infared light source with enhanced thermal radiation efficiency, particularly within the crucial 8--14 &#x03BC;m wavelength range, which is vital for various applications. …”
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APPLICATION OF OBJECTIVE AND SUBJECTIVE EVALUATION METHODS FOR MASTICATORY FUNCTION IN PATIENTS WITH MANDIBULAR OVERDENTURES by R.R. Bratus-Hrynkiv, A.Yu. Kordiiak

“… Appropriate chewing function is an important indicator of oral health, and masticatory efficiency assessment is one of the most objective methods of prosthetic treatment quality control. …”
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TYPES OF INNOVATION AND ANALYSIS OF THEIR USAGE IN ECONOMY OF UZBEKISTAN by Nigora A. Ashurmetova, Iroda B. Rustamova

“…Innovation by types of activity was studied, specific features of innovation processes in agriculture were identified and key problems connected with the usage of different types of innovation was summarized and it can bring us to the conclusion that classification of innovation by different criteria can help build the structure and use efficient methods of management corresponding to each type of innovation. …”
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The Response of Genetic Diversity of Durum Wheat for Zinc Deficiency Stress in Calcareous Soil Using some Physiological Parameters by Sedigheh hajihoseinlou, Ezatollah Esfandiari, Esmaeil Karimi, Levent Ozturk

“…Zinc deficiency is a common problem in the agricultural lands of Iran, which is present in a significant part of them with different degrees. Among different wheat cultivars, durum is more sensitive to zinc deficiency than others. …”
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