LightCDD: Application of a Capability-Driven Development Method for Start-ups Development by Hasan Koç, Marcela Ruiz, Sergio España

“…The feasibility validation has produced important feedback for further empirical validation exercises in which is necessary to study the scalability and sensitivity of LightCDD.…”
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A Comprehensive Survey of Electric Vehicle Charging Demand Forecasting Techniques by Mamunur Rashid, Tarek Elfouly, Nan Chen

“…The studies provide a solid research foundation but result in complicated models with limited scalability. Meanwhile, emerging machine learning techniques bring promising prospects, yet exhibit suboptimal performance with insufficient data. …”
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Three-dimensional disordered alloy metamaterials: a new platform of structure-function integration by Xinxin Li, Liqiang Wang, Yang Lu

“…Furthermore, we delve into the existing challenges and future directions of this burgeoning field, encompassing aspects such as scalability, precision in fabrication, and the evolution of multi-functional materials. 3D disordered alloy metamaterials represent a promising avenue for the advancement of structure-function integration, with potential implications for a broad range of scientific and technological disciplines.…”
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Cancer phylogenetic inference using copy number alterations detected from DNA sequencing data by Bingxin Lu

“…This review also sheds light on future directions of cancer phylogenetic inference using CNAs, including the improvement of scalability, the utilization of new types of data, and the development of more realistic models of evolution.…”
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Automated Dead Chicken Detection in Poultry Farms Using Knowledge Distillation and Vision Transformers by Ridip Khanal, Wenqin Wu, Joonwhoan Lee

“…The system’s robustness and scalability make it suitable for large-scale farm deployment, minimizing the need for labor-intensive manual inspections. …”
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Cyclic Training of Dual Deep Neural Networks for Discovering User and Item Latent Traits in Recommendation Systems by Dohyoung Rim, Sirojiddin Nuriev, Younggi Hong

“…The proposed method not only enhances the accuracy of recommendations but also improves the scalability and robustness of the model. Through its cyclical training mechanism, CDLD enables the ongoing refinement of latent traits, paving the way for more adaptive and efficient recommendation systems with diverse applications.…”
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Edge computing for detection of ship and ship port from remote sensing images using YOLO by Vasavi Sanikommu, Sai Pravallika Marripudi, Harini Reddy Yekkanti, Revanth Divi, R. Chandrakanth, P. Mahindra

“…This deployment will ensure scalability, efficient processing, and reduced reliance on central computing resources, making it especially suitable for maritime settings in which real-time monitoring is vital. …”
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Large-Area Saline-Alkali-Tolerant Rice Growth Environment Monitoring System Based on LoRa+UAV by Chunmei Mo, Zaimi Xie, Ji Wang

“…A wireless sensor network (WSN) monitoring system for saline-alkali-tolerant rice based on long-range + unmanned aerial vehicle (LoRa + UAV) has been proposed in this paper to meet the requirements of difficult deployment, low scalability, and poor network reliability of traditional farmland environmental monitoring systems. …”
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Graph Pointer Network Based Hierarchical Curriculum Reinforcement Learning Method Solving Shuttle Tankers Scheduling Problem by Xiaoyong Gao, Yixu Yang, Diao Peng, Shanghe Li, Chaodong Tan, Feifei Li, Tao Chen

“…Additional experiments validate its generalizability to unseen instances and scalability to larger instances.…”
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Structural Design of Hybrid Fillers in a Polymer Matrix for Advanced Electromagnetic Interference Shielding by Uiseok Hwang, Jinwoo Lee, Seunghyun Kim, Xin Yang, Soochan Kim, Jonghwan Suhr, Jae‐Do Nam

“…Based on the synergistic effect of the functionality and structural arrangement of these fillers in the composite, the EMI shielding system demonstrates high EMI shielding performance, improved mechanical properties, and excellent flame retardancy despite the low filler content. The scalability and multifunctionality of the proposed system highlight its potential for use in next‐generation applications, such as electric vehicles, aerospace, and 5G/6G telecommunications.…”
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Interconnected Microgrids Load‐Frequency Control Using Stage‐by‐Stage Optimized TIDA+1 Error Signal Regulator by Hossein Shayeghi, Alireza Rahnama, Nicu Bizon, Antoni Szumny

“…The study highlights the TIDA+1 controller as a robust and viable solution for LFC in MGs, with potential for future scalability and application in larger systems.…”
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Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network by Leixia Tian, Qi Wang, Zhiheng Zhou, Xiya Liu, Ming Zhang, Guiying Yan

“…This integration enhances prediction accuracy, efficiency, and scalability. Our experimental results demonstrate that this combined framework outperforms existing methodologies in predicting side effects, and marks a significant advancement in pharmaceutical research.…”
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Fast approximation of the top‐k items in data streams using FPGAs by Ali Ebrahim, Jalal Khalifat

“…The architecture shows better scalability compared to other architectures that are based on other stream algorithms. …”
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RETRACTED: Intelligent power grid energy supply forecasting and economic operation management using the snake optimizer algorithm with Bigur-attention model by Lingling Cui, Jiacheng Liao

“…The model evaluation phase calculates metrics such as prediction error, accuracy, and stability, and also examines the model’s training time, inference time, number of parameters, and computational complexity to assess its efficiency and scalability. The contribution of this research lies in proposing the Snake Optimizer (SO) algorithm-optimized Bigru-Attention model and constructing an efficient comprehensive prediction model. …”
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DSFA-SwinNet: A Multi-Scale Attention Fusion Network for Photovoltaic Areas Detection by Shaofu Lin, Yang Yang, Xiliang Liu, Li Tian

“…The results on two PV datasets demonstrate that DSFA-SwinNet significantly enhances detection accuracy and scalability for multi-scale PV areas.…”
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A Genetic Algorithm with Location Intelligence Method for Energy Optimization in 5G Wireless Networks by Ruchi Sachan, Tae Jong Choi, Chang Wook Ahn

“…The increasing amount of traffic volume puts excessive stress on the important factors of the resource allocation methods such as scalability and throughput. In this paper, we define a network planning as an optimization problem with the decision variables such as transmission power and transmitter (BS) location in 5G networks. …”
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Blockchain enabled traceability in the jewel supply chain by Aman Patel, Siva Sai, Ankit Daiya, Harshal Akolekar, Vinay Chamola

“…The system also uses IPFS (InterPlanetary File System) to store certificate templates in order to improve scalability and data accessibility. Six primary participants in the supply chain, from miners to customers, engage with the blockchain, ensuring full traceability and transparency. …”
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A Bee Farm Records Management System: A Case Study of Kanyabugunga Kashambya Sub-County. by Maanige, Barnet, Tayebwa, Onesmas

“…Developed through an Agile Software Development Life Cycle, the web-based platform addresses key challenges in bee farming, including hive management, inventory control, and sales tracking. Designed for scalability, the system caters to beekeepers of varying scales, from hobbyists to commercial enterprises. …”
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Leveraging Digital Twin Technology for Battery Management: A Case Study Review by Judith Nkechinyere Njoku, Ebuka Chinaechetam Nkoro, Robin Matthew Medina, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim

“…We propose a detailed framework for integrating DTs with existing BMS infrastructure, focusing on scalability, cost-effectiveness, and practical implementation strategies. …”
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Data management method for building internet of things based on blockchain sharding and DAG by Wenhu Zheng, Xu Wang, Zhenxi Xie, Yixin Li, Xiaoyun Ye, Jinlong Wang, Xiaoyun Xiong

“…Sharding technology can address the throughput and scalability limitations that arise when single-chain blockchain are applied in the Internet of Things (IoT). …”
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