A Ｒeinforcement Learning of Cloud Ｒesource Scheduling Algorithm Based on Adaptive Weight by LI Cheng-yan, SUN Wei, TANG Li-min

“…To solve the model，a reinforcement learning based on adaptive weight algorithm was presented. To improve the efficiency of the algorithm，we designed the state space and the action representation method based on one-dimensional array to compress the storage cost of algorithm. …”
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A novel encrypted traffic detection model based on detachable convolutional GCN-LSTM by Xiaogang Yuan, Jianxin Wan, Dezhi An, Huan Pei

“…To improve computational efficiency and feature extraction performance, detachable convolution is introduced into the GCN layers. …”
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V-LTCS: Backbone exploration for Multimodal Misogynous Meme detection by Sneha Chinivar, Roopa M.S., Arunalatha J.S., Venugopal K.R.

“…The BERT-ViT combinational Transformer Model demonstrated its efficiency on both datasets, validating its ability to serve as a backbone architecture for all subsequent efforts to recognize Multimodal Misogynous Memes.…”
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Advancements in genome editing tools for genetic studies and crop improvement by Asadollah Ahmadikhah, Homa Zarabizadeh, Shahnoush Nayeri, Mohammad Sadegh Abbasi

“…Among these, CRISPR/Cas9 stands out for its simplicity, efficiency, and ability to reduce off-target effects, making it a valuable tool in both agricultural biotechnology and plant functional genomics. …”
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Enhancing Distributed Machine Learning through Data Shuffling: Techniques, Challenges, and Implications by Zhang Zikai

“…In distributed machine learning, data shuffling is a crucial data preprocessing technique that significantly impacts the efficiency and performance of model training. As distributed machine learning scales across multiple computing nodes, the ability to shuffle data effectively and efficiently has become essential for achieving high-quality model performance and minimizing communication costs. …”
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Effects of Silicon on Photosynthetic Characteristics of Maize (Zea mays L.) on Alluvial Soil by Zhiming Xie, Fengbin Song, Hongwen Xu, Hongbo Shao, Ri Song

“…Our results indicated that silicon in proper amounts can be beneficial in increasing the photosynthetic ability of maize, which would be helpful for the grain yield and growth of maize.…”
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Application of Deep Learning and Unmanned Aerial Vehicle on Building Maintenance by Ren-Yi Kung, Nai-Hsin Pan, Charles C.N. Wang, Pin-Chan Lee

“…The results show that the application of deep learning with UAV can effectively detect various kinds of external wall defects and improve the detection efficiency.…”
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Digital Transformation in the Health Product Supply Chain: A Framework for Analysis by Prashant Yadav

“…Well-functioning supply chains for medicines and other health products are vital for a health system’s goals of ensuring access, quality, and efficiency. However, in several countries the performance of government-run supply chains for health products remains subpar. …”
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The Information System of Mass Notification in Emergency Situations with an Algorithm of Optimization of Evacuation Plans Based on the Client — Server Architecture by Arutiunian V.E.

“…An analytical review of some of them revealed a number of disadvantages related to the efficiency of the systems, the ability to effectively distribute the population to evacuation points or shelters. …”
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Interfacial water engineering for enhanced pure water electrolysis by Adam Gopal Ramu, Dongjin Choi

“…Mid-IR irradiation for 13 min significantly expanded the SOW, enhancing its ability to facilitate the dissociation of interfacial water into hydroxide ions (OH⁻) and protons (H⁺), thus driving efficient water splitting. …”
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MIXTURES OF NON-IONIC SURFACTANTS FOR CLEANING COMPOSITIONS by E. F. Bukanova, V. M. Filippenkov, Y. Revina

“…When cleaning solutions contain mixtures of three nonionic surfactants with different functional groups, synergysm of the wetting, stabilizing, foaming and emulsifying abilities of liquid detergents is provided. Compositions developed on the basis of colloid-chemical criteria are characterized by high removal efficiency with respect to pigment-oil stains from the fabric at pH in the range from 8.8 to 10.5.…”
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Design and Fabrication of Layered Fiber-Reinforced Polymer Spring for Lightweight Vehicles by Dhia A. Alazawi, Mohammed Ismael Hameed

“…Additionally, the proposed fabricated prototype demonstrates an 80% weight reduction compared to a steel multi leaf spring, confirming its suitability for lightweight and high efficiency applications. …”
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Application of machine learning for seam profile identification in robotic welding by Fatemeh Habibkhah, Mehrdad Moallem

“…The LOF algorithm was chosen for its ability to detect spatial anomalies, ensuring the exclusion of erroneous data that could compromise welding precision. …”
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Artificial Intelligence in the Fashion and Apparel Industry by Sukhvir Singh

“… In recent times, there has been significant interest in incorporating artificial intelligence (AI) in the fashion and apparel industry, as it has the ability to bring about significant transformations across different aspects of the sector. …”
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Brain-Homing Peptide Expression on the Membrane Enhances the Delivery of Exosomes to Neural Cells and Tissue by Jonhoi Smith, Melvin Field, Kiminobu Sugaya

“…However, challenges remain, including limited transfection efficiency in neural cells and the difficulty of crossing the blood–brain barrier (BBB). …”
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A New DNA Cryptosystem for Encrypting Persian Texts and Images with Key Exchange based on Hyper Elliptic Curve by Fatemeh Alidadi Shamsabadi, Shaghayegh Bakhtiari Chehelcheshmeh, Narges Farhadi

“…<p>With the emergence of quantum computers, traditional cryptography methods will be broken and lose their efficiency. Fortunately, DNA-based cryptography methods have high resistance against quantum attacks. …”
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MobiTest – A Software for Mobile-Based Testing by Ayesha Anees Zaveri, Ramsha Mashood, Nabiha Faisal, Misbah Parveen, Naveera Sami, Mobeen Nazar, Saba Imtiaz

“…It can efficiently and adaptively handle intricate tasks according to predefined parameters. …”
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Fungal Biotechnology Applications in Sustainable Oil Extraction by Mariana B. Barbieri, Dario Corrêa Junior, Susana Frases

“…Fungi such as <i>Aspergillus</i>, <i>Penicillium</i>, <i>Fusarium</i>, <i>Trichoderma</i>, and <i>Rhizopus</i> are highlighted for their ability to produce hydrolytic enzymes, including lipases, cellulases, and hemicellulases, which break down plant cell walls and facilitate oil release. …”
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A Joint Optimization Model of Production Scheduling and Maintenance Based on Data Driven for a Parallel-Series Production Line by Kai Zhu

“…The result proves that the proposed method is feasible and efficient to solve the joint decision-making problem for a parallel-series production line with multivariety and small batch production. …”
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Lignitic Humic Acids as Environmentally-Friendly Adsorbent for Heavy Metals by Martina Klučáková, Marcela Pavlíková

“…These substances are thus responsible for the so-called self-cleaning ability of soils. Lignite as a young coal type contains a relatively high amount of humic acids which can be used as an environmentally-friendly adsorbent for heavy metals. …”
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