Efficient Gearbox Fault Diagnosis Based on Improved Multi-Scale CNN with Lightweight Convolutional Attention by Bin Yuan, Yaoqi Li, Suifan Chen

“…The framework extracts the multi-band features of vibration signals through the improved multi-scale convolutional neural network, which significantly enhances adaptability to complex working conditions (variable rotational speed, strong noise); at the same time, the lightweight convolutional attention mechanism is used to replace the multi-attention of the traditional Transformer, which greatly reduces computational complexity while guaranteeing accuracy and realizes highly efficient, lightweight local–global feature modeling. …”
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Analyzing the Effects of Sewing Compression on Thermal Efficiency in Baffled Jackets with an Advanced Walking Thermal Manikin by Hassan Saeed, Adnan Ahmed Mazari, Md Tanzir Hasan

“…Mechanized sewing witnessed developments during the middle of the 19th century, and tedious handwork was replaced by sewing machines. Despite the modernization of sewing machine technologies, speed, material thicknesses, automation, and the introduction of AI in sewing, there is a longstanding problem of heat loss along stitch lines. …”
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The Efficiency of Neural Machine Translation Models in ArabicTurkish Translation Types: Example of ChatGPT by Sezer Yılmaz

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Efficient remote sensing image classification using the novel STConvNeXt convolutional network by Bo Liu, Chenmei Zhan, Cheng Guo, Xiaobo Liu, Shufen Ruan

“…To address the balance between computational efficiency and feature extraction capability in existing methods, this paper innovatively proposes a lightweight convolutional network, STConvNeXt. …”
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Ship-DETR: A Transformer-Based Model for EfficientShip Detection in Complex Maritime Environments by Yi Wang, Xiang Li

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Corn‐fermented protein as a replacement for fish meal in diets for Atlantic salmon, Salmo salar, parr: Growth, feed utilization, antioxidant activity, non‐specific immune response,... by Jeongwhui Hong, Jose G. Ortiz, Brian C. Small

“…Therefore, a 12‐week feeding trial was carried out to assess a CFP product on growth performance, feed utilization, antioxidant and non‐specific immune responses, and intestinal histopathology as an FM replacer in the diets of Atlantic salmon parr, Salmo salar. …”
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Study on nonlinear seepage characteristics of N2/CO2 displacing CH4 in coal seam at low and medium pressure by Shixing FAN, Jinsuo SONG, Xiaojiao CHENG, Wansheng MI, Rijun LI, Yukun SHI, Jijie QIAO

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THE ECONOMIC IMPACT OF ARTIFICIAL INTELLIGENCE AND THE DILEMMAS SURROUNDING THE LABOUR MARKET by Noémi CSUNYÓ

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Analyzing trends and future projections in fodder oats (Avena sativa L.) for quality seed production in India by Subhash Chand, Sanjay Kumar, Sanjay Kumar, Ajoy Kumar Roy, Dunna Vijay, Dunna Vijay, Bishwa Bhaskar Choudhary, Indu, Pradeep Kumar, Rajiv Kumar Agrawal, Vijay Kumar Yadav, Pankaj Kaushal, Devendra Kumar Yadava, Ram Vinod Kumar, Awnindra Kumar Singh, Shahid Ahmed, Devendra Ram Malaviya, Rajesh Kumar Singhal, Birendra Prasad, Rahul Kapoor, Amit Kumar Jha, Ravish Panchta

“…A moderate varietal replacement rate (22.9%) was observed for recently developed varieties (< 5 years) over the past 3 years (2019–2020 to 2021–2022). …”
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Security analysis and improvement of strongly secure certificate less signature scheme by Ai-wan FAN, Zhao-feng YANG, Li-ming XIE

“…The analysis of security shows that the improved scheme cannot only resist the public key replace-ment attack based on dishonest KGC, but also be more efficient than the existing schemes for avoiding pairings and in-verse operation.…”
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Lactic acid bacteria as microbial cell factories for the in vivo delivery of therapeutic proteins as secretable TAT fusion products by Giorgio Medici, Giulia Candini, Nicola Mottolese, Beatrice Uguagliati, Federica Trebbi, Manuela Loi, Angelica Marina Bove, Spase Stojanov, Erika Esposito, Rosalba Vitagliano, Federica D’Amico, Silvia Turroni, Jessica Fiori, Aleš Berlec, Stefania Trazzi, Elisabetta Ciani

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Impact of different concentrations of biogas slurry as a fertilizer substitute on the structure and gene distribution of microbial communities in oilseed rape soil by Xue Yang, Kai Zhang, YaYing Chen, Cancai Zheng, Chunlong Lei, Xiaoqin Song, Bin Wen, Xin Yuan, Hanyang Liu, Jiawen Zhu

“…Application of biogas slurry (BS) in paddy fields offers a sustainable approach to reducing environmental risks while efficiently utilizing nutrients from biogas residues. …”
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Effect of replacing fishmeal with 70 cottonseed protein concentrate on growth performance, liver health, muscle texture, intestinal microbiome, and wastewater parameters in hybrid... by Kangze Xv, Adinda Luthfiah, Min Xue, Hao Wang, Tingting Wang, Xin Zhang, Dengbao Fan, Beiping Tan, Wei Zhang

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FROM EFFICIENT MARKET HYPOTHESIS TO BEHAVIOURAL FINANCE: CAN BEHAVIOURAL FINANCE BE THE NEW DOMINANT MODEL FOR INVESTING? by George BOROVAS, Androniki KATARACHIA, Anastasios KONSTANTINIDIS, Maria Eleni VOUTSA

“…The present paper reviews two fundamental investing paradigms, which have had a substantial impact on the manner investors tend to develop their own strategies. specifically, the study elaborates on efficient market hypothesis (emh), which, despite remaining most prominent and popular until the 1990s, is considered rather controversial and often disputed, and the theory of behavioural finance, which has increasingly been implemented in financial institutions. based on an extensive survey of behavioural finance and emh literature, the study demonstrates, despite any assertions, the inherent irrationality of the theory of efficient market, and discusses the potential reasons for its recent decline, arguing in favor of its replacement or co-existence with behavioural finance. in addition, the study highlights that the theory of behavioural finance, which endorses human behavioral and psychological attitudes, should become the theoretical framework for successful and profitable investing.…”
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Battery Selection for Energy-Efficient IoT Devices: A Comparative Study of Longevity Across Environmental Conditions by Seyed Mohammad Hossein Nabavi, Somayeh Hajforoosh, Seyed Mohammad Amin Nabavi

“…Energy efficiency is one of the main challenges for Internet of things (IoT) devices and sensors, particularly those requiring long-term, stable operation without frequent battery replacement. …”
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Design and evaluation of operational characteristics of energy efficient crane-manipulator in-stallation for mobile transport-technological machines by Lagerev A.V., Lagerev I.A.

“…The article describes the design and features of the original energy-efficient manipulation system for loading and unloading operations using a mobile transport and technological machine. …”
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Evaluation of efficiency of artificial intelligence-based orthodontic treatment planning: A cross-sectional questionnaire study by Abdulrahman Mohammed Algethami, Raghu Devanna Pamayya, Yousef Mohammed Althomali, Abdulrahman Hassan Alzahrani, Mohammed Khalil Fahmi, Amith Vasanthakumar Holenarasipur, Ahmad Hatem Kariri, Muwffak Ghazi Alghoraibi, Matar Abdulrahman Alzahrani, Muaath Hussain Alzahrani

“…Aim: The aim of the study was to evaluate the efficiency of AI in orthodontic treatment planning and its acceptance by dental practitioners. …”
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An Effective and Efficient Implementation of OBE Framework within Constrained Pakistani Environment to Attain Desired Learning Outcomes by Ashab Mirza, Saba Javed

“…Pakistan Engineering Council (PEC) introduced the OBE in Pakistani engineering higher-education-institutions (HEIs),from 2018, in the replacement of previously followed Syllabus& Curriculum based education system. …”
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Nitrate: ammonium nutrition alleviates detrimental effects of salinity by enhancing photosystem II efficiency in sorghum plants by Rafael de S. Miranda, Rosilene O. Mesquita, Natanael S. Freitas, José T. Prisco, Enéas Gomes-Filho

“…ABSTRACT This study was carried out to evaluate if replacement of nitrate (NO3-) by ammonium (NH4+) in the growth medium prevents the damage in the photosystem II (PSII) efficiency and degradation of photosynthetic pigments caused by saline stress in sorghum plants. …”
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Unique and innovative technology for sustainable and efficient structural concrete made of 100% recycled aggregate from CDW by Bohuslav Slánský, Pavel Zelinka, Jan Čermák

“…For supporting an environmental and social approach to the construction industry, the authors are bringing a new unique technology for maintaining the production of sustainable and efficient structural concrete made of 100% of recycled aggregate from construction demolition waste (CDW) as a replacement of natural aggregate. …”
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