Increasing Sterilization Efficiency of Shredder Autoclave on Medical Waste Using Ultraviolet Light Device by Sufyan Mohammed Shartooh, Suha Maher Abed, Nuhad Mohammed Hamid

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A New Lightweight Hybrid Model for Pistachio Classification Using Transformers and EfficientNet by Muhammet Cakmak

“…To address these challenges, Temporal Coordinate Attention (TCA) modules have been introduced to optimize efficiency and performance. This study proposes a hybrid architecture combining EfficientNet, Vision Transformer, and Temporal Channel Attention modules that integrates the accuracy of ViTs, the computational efficiency of CNNs, and the enhancement capabilities of TCA modules. …”
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Exploiting Semantic Annotations and Q-Learning for Constructing an Efficient Hierarchy/Graph Texts Organization by Asmaa M. El-Said, Ali I. Eldesoky, Hesham A. Arafat

“…However, simple word counts and frequency distributions of term appearances do not capture the meaning behind the words, which results in limiting the ability to mine the texts. This paper proposes an efficient methodology for constructing hierarchy/graph-based texts organization and representation scheme based on semantic annotation and Q-learning. …”
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An innovative efficiency of incubator to enhance organization supportive business using machine learning approach. by Xin Li, Qian Zhang, Hanjie Gu, Salwa Othmen, Somia Asklany, Chahira Lhioui, Ali Elrashidi, Paolo Mercorelli

“…These findings demonstrate USAV's ability to help strategic decision-making in dynamic corporate situations.…”
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Roadmaps to managed competition: to what extent does Ireland meet the preconditions for equity and efficiency? by John Armstrong

“…It does so by considering to what extent does Ireland meet the preconditions for equity and efficiency under the Enthoven managed competition model. …”
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Design of the Aerial Deceleration Phase of an Aerostat Considering the Deployment Scale by Jun Liao, Yu Mai, Jun Li, Yi Jiang, Siyuan Wang, Kai Zhang

“…The results show that the radius and <i>h</i>_p/<i>R</i>_p of the parachute mainly affect its deceleration ability, while the filling-time coefficient affects the dynamic load. …”
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Efficient glyphosate removal from groundwater by biogenic manganese oxides produced by Pseudomonas sagittaria by Fiorella Masotti, Maria Victoria Barcarolo, Maria Ines Zanor, Paula Burdisso, Natalia Gottig, Betiana S. Garavaglia, Jorgelina Ottado

“…Here, with the aim to develop new biotechnological tools based on microorganisms to remediate glyphosate contaminated environments, sand filters with adhered bacterial isolates from this region were tested in their ability to remove glyphosate from groundwater. One of the bacterial strains tested was Ochrobactrum haematophilum SR, which has high efficiency to degrade glyphosate in bacterial cultures and the other, Pseudomonas sagittaria MOB-181, that oxidizes Mn(II) and is used to eliminate this metal from groundwater. …”
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Evaluating the planning efficiency for repetitive construction projects using Monte Carlo simulation technique by Ahmed M. Ebid, Taher Ammar, Ibrahim Mahdi, Hosam Hegazy

“…Abstract Efficient planning and scheduling are critical for the success of repetitive construction projects, particularly highway infrastructure, which underpins economic growth in developing regions. …”
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Impact of enhancing national autonomous innovation demonstration zones on cities’ efficiency in technological innovation by Mei He, Zhixiong Fan, Yanrui Chen

“…However, there have long been disputes regarding their ability to continuously increase urban STI efficiency, the paths through which they generate innovation-driven effects, and their spatial effects. …”
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An efficient second‐order neural network model for computing the Moore–Penrose inverse of matrices by Lin Li, Jianhao Hu

“…Due to the parallel‐processing nature and strong‐learning ability, the neural network has become a promising approach to solving the Moore–Penrose inverse recently. …”
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Prediction Of Brushless DC Motor And Propeller Efficiency Using An Artificial Neural Network Model by Fatih Bayram, İdris Kosova, Ahmet Yönetken

“…The developed artificial neural network model has the ability to make reliable and accurate predictions for various motor-propeller configurations. …”
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Water hyacinth-inspired self-floating photocatalytic system for efficient and sustainable water purification by Josue Yaedalm Son, Yeseul Jo, Hyeran Lee, Youn Jeong Jang, Hyejeong Kim

“…Inspired by the buoyancy and water purification ability of water hyacinth, a self-floating photocatalytic system, Water Hyacinth-Inspired Purifier (WHIP), was developed by integrating TiO2 photocatalysts onto a porous polydimethylsiloxane substrate, with a central closed-pore structure mimicking the sponge tissue of water hyacinth. …”
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Hummingbird-Inspired Modified Particle Swarm Optimization for Efficient Task Scheduling in Cloud Computing by Longyang Du, Qingxuan Wang

“…Effective task scheduling remains a critical challenge due to dynamic and heterogeneous workloads, directly influencing energy efficiency, response time, and resource utilization. …”
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An Energy Efficient, Robust, Sustainable, and Low Computational Cost Method for Mobile Malware Detection by Rohan Chopra, Saket Acharya, Umashankar Rawat, Roheet Bhatnagar

“…Attackers are developing malicious malware that undermines the ability of malware detecting systems and circumvents such systems by obfuscating their disposition. …”
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Enhanced YOLOv8 with lightweight and efficient detection head for for detecting rice leaf diseases by Bo Gan, Guolin Pu, Weiyin Xing, Lianfang Wang, Shu Liang

“…The MSPPF improves the model’s ability to capture intricate details of rice leaf diseases at various scales by fusing multi-level feature maps. …”
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Efficient module learning with errors‐based post‐quantum password‐authenticated key exchange by Peixin Ren, Xiaozhuo Gu, Ziliang Wang

“…However, the arrival of the quantum computing era has brought new challenges to traditional PAKE protocols. Thus, designing an efficient post‐quantum PAKE scheme becomes an open research question. …”
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Optimizing Electric Vehicle Routing Efficiency Using K-Means Clustering and Genetic Algorithms by Tal Gaon, Yovel Gabay, Miri Weiss Cohen

“…A series of experiments have demonstrated the framework’s ability to identify the shortest and least congested routes with strategically placed charging stops. …”
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Energy-Efficient Automatic Lighting Control Using PIR Sensors and Solid State Relays by Abdul Hameed Soomro, Imtiaz Ali Laghari, Syed Qurban Ali Shah, Abdul Sattar Larik, Saad Khan Baloch

“…The system controls the lights through a logic that turns them off when daytime ambient light levels achieve certain thresholds. The power efficiency of the proposed system occurs due to its ability to activate illumination units only during required times. …”
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YOLO-SMUG: An Efficient and Lightweight Infrared Object Detection Model for Unmanned Aerial Vehicles by Xinzhe Luo, Xiaogang Zhu

“…This modification decreases computational complexity while maintaining the model’s ability to capture and integrate essential feature information across multiple scales. …”
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Energy-Efficient Dynamic Street Lighting Optimization: Balancing Pedestrian Safety and Energy Conservation by Zhide Wang, Qing Fan, Zhuoyuan Du, Mingyu Zhang

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