Multi-Strategy Improved Whale Optimization Algorithm and Its Engineering Applications by Yu Zhou, Zijun Hao

“…Furthermore, its efficacy in addressing complex challenges is corroborated by real-world applications in reducer design, vehicle side impact design, and welded beam design, highlighting its potential utility across various engineering domains.…”
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A Hybrid Algorithm for Clustering of Time Series Data Based on Affinity Search Technique by Saeed Aghabozorgi, Teh Ying Wah, Tutut Herawan, Hamid A. Jalab, Mohammad Amin Shaygan, Alireza Jalali

“…To evaluate the accuracy of the proposed model, the model is tested extensively using syntactic and real-world time series datasets.…”
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Latent Graph Induction Networks and Dependency Graph Networks for Events Detection by Jing Yang, Hu Gao, Depeng Dang

“…The goal of event detection is to identify instances of various event types within text. In real-world scenarios, multiple events often coexist within the same sentence, making the extraction of these events more challenging than extracting a single event. …”
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A novel approach in controlling the spread of a rumor within a crowd by Imane Dehaj, Abdessamad Dehaj, Abdessamad Tridane, M.A. Aziz-Alaoui, Mostafa Rachik

“…Numerical simulations illustrate the efficiency of this approach, highlighting its ability to achieve specific objectives in real-world scenarios.…”
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Graph-Based Approach for Industrial Market Segmentation Using Financial Transaction Network Structure and Firm’s Attribute by Aparajita Bose, Byunghoon Kim

“…Subsequently, we apply the proposed method to a real-world dataset. The results show that the proposed method outperforms established methods in network analysis, such as clustering and community detection in transactional industrial market (B2B) networks.…”
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Design of Fully Automatic Drone Parachute System with Temperature Compensation Mechanism for Civilian and Military Applications by Basem AL-Madani, Marius Svirskis, Gintautas Narvydas, Rytis Maskeliūnas, Robertas Damaševičius

“…Later, the system was tested under real-world conditions. The system functioned effectively, resulting in parachute activation times of less than 0.5s. …”
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A low-carbon scheduling method based on improved ant colony algorithm for underground electric transportation vehicles by Yizhe Zhang, Yinan Guo, Yao Huang, Shirong Ge

“…Experimental results on four real-world instances demonstrate the superior performance of ACO-QL compared to state-of-the-art algorithms.…”
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Advances in Nanoengineered Terahertz Technology: Generation, Modulation, and Bio-Applications by Zhongwei Jin, Jing Lou, Fangzhou Shu, Zhi Hong, Cheng-Wei Qiu

“…This review aims to provide insights into the creation of next-generation nanoscale THz devices and applications while establishing a comprehensive foundation for addressing key issues that limit the full implementation of these promising technologies in real-world scenarios.…”
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Laser Desorption-Ion Mobility Spectrometry of Explosives for Forensic and Security Applications by Giorgio Felizzato, Martin Sabo, Matej Petrìk, Francesco Saverio Romolo

“…The study found that the pre-processing method significantly impacts classification accuracy, with the PCA-LDA model demonstrating the best performance for real-world applications. Conclusions: The LD-IMS prototype, coupled with effective chemometric techniques, presents a promising methodology for the detection of explosives in forensic investigations, enhancing the reliability of field applications.…”
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Human Factors in AR-Enabled Human-Robot Collaboration for Fabrication-Centric Architectural Design Process: A Co-design Workshop Approach. by Wei Win Loy, Anthony Franze, Jared Donovan, Müge Teixeira, Matt Adcock, Markus Rittenbruch

“…Recent advancements in augmented reality (AR) technology further enhance these prospects by enabling users to superimpose context-sensitive, computer-generated information in the real world. AR technology also provides situational awareness, which proves beneficial in the context of HRC. …”
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EXPLORING THE SYNERGY BETWEEN MANAGEMENT AND MARKETING: A STRATEGIC PARADIGM by CHIVU IACOB DANIEL

“…Through a detailed exploration of theoretical frameworks and real-world case studies, this study highlights how organizations can harness the synergy between management and marketing to achieve competitive advantages. …”
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Secrecy Rate Performance Analysis of Jammer-Aided Symbiotic Radio with Sensing Errors for Fifth Generation Wireless Networks by Muhammed Yusuf Onay

“…Although taking the sensing error into account degrades the system performance, the real-world applicability of the system with sensing error is more realistic. …”
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Privacy Auditing in Differential Private Machine Learning: The Current Trends by Ivars Namatevs, Kaspars Sudars, Arturs Nikulins, Kaspars Ozols

“…Therefore, there is a need for effective methods that can audit <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mo>(</mo><mi>ϵ</mi><mo>,</mo><mi>δ</mi><mo>)</mo></mrow></semantics></math></inline-formula> differentially private algorithms before they are deployed in the real world. The article examines studies that recommend privacy guarantees for differential private machine learning. …”
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Hybrid Model–Data-Driven Radar Jamming Effectiveness Evaluation Method for Accuracy Improvement by Runyang Chen, Yi Zhang, Xiuhe Li, Jinhe Ran, Qianqian Shi

“…Secondly, the quality of training data is improved by data cleaning and model correction, after which the hybrid model is realized by training with simulated data and fine-tuning it with real-world data. Finally, the validity of the method is proved by simulation experiments, which show that the method is capable of effectively improving the accuracy of prediction and evaluation, and has good practicability. …”
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End-to-End Methodology for Predictive Maintenance Based on Fingerprint Routines and Anomaly Detection for Machine Tool Rotary Components by Amaia Arregi, Aitor Barrutia, Iñigo Bediaga

“…Finally, the methodology is validated using real-world data collected from a spindle bearing installed in a machine tool. …”
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Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers by Sohail Khan, Mohammad Nauman

“…To address these limitations, this paper presents a novel model for malware detection, utilizing vision transformers to analyze the Operation Code (OpCode) sequences of more than 350000 Windows portable executable malware samples from real-world datasets. The model achieves a high accuracy of 0.9864, not only surpassing the previous results but also providing valuable insights into the reasoning behind the classification. …”
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Feature Selection and Parameter Optimization of Support Vector Machines Based on Modified Cat Swarm Optimization by Kuan-Cheng Lin, Yi-Hung Huang, Jason C. Hung, Yung-Tso Lin

“…Therefore, MCSO is suitable for real-world applications.…”
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Students’ Experiences of Online Cooperative Learning for Economics post-Covid-19: A Case of one University in the Eastern Cape Province, South Africa by Qoyi Motsi, Mpiti Pretty Thandiswa, Makena Bulelwa

“…Lastly, this study addressed the gap by providing valuable insights into the importance of this instructional approach and enabling instructors to design and implement online cooperative learning experiences that enhance students’ economic literacy and prepare them for real-world economic challenges.…”
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Quantum Fuzzy Inference Engine for Particle Accelerator Control by Giovanni Acampora, Michele Grossi, Michael Schenk, Roberto Schiattarella

“…As demonstrated by a series of experiments performed at the T4 target station of the CERN Super Proton Synchrotron fixed-target physics beamline and at the Advanced Proton Driven Plasma Wakefield Acceleration Experiment, the QFIE is able to efficiently control such an environment, paving the way for the use of fuzzy-enabled quantum computers in real-world applications.…”
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MeTa Learning-Based Optimization of Unsupervised Domain Adaptation Deep Networks by Hsiau-Wen Lin, Trang-Thi Ho, Ching-Ting Tu, Hwei-Jen Lin, Chen-Hsiang Yu

“…Future work will explore scalability in diverse real-world scenarios and further optimize the meta-learning framework. …”
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