Imbalanced feature generation based on bootstrap power spectral curve for estimating respiratory rate by Soojeong Lee, Gyanendra Prasad Joshi, Gangseong Lee

“…Therefore, BIFG can be efficiently trained to predict the complex nonlinear relationships between the feature vectors obtained from the photoplethysmography signals and the reference RR. …”
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A Time Series Approach to Forecasting Financial Indicators in the Wholesale and Retail Trade by Sylvia Jenčová, Petra Vašaničová, Martina Košíková, Marta Miškufová

“…The study demonstrates that simple legacy forecasting methods, such as exponential smoothing and Box–Jenkins methodology, are sufficient for accurately predicting financial indicators. These models were selected for their simplicity, interpretability, and efficiency in capturing stable trends, and seasonality, especially in sectors with relatively stable financial behavior. …”
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Innovative controlling technologies by Bychkova S, Zhidkova E., Andreeva O.

“…Modern agro-industrial and food industry enterprises require continuous improvement of management systems. The complexity and specificity of the agro-industrial production determine the approaches and management methods, which have to be innovative. …”
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Effective Solution of University Course Timetabling using Particle Swarm Optimizer based Hyper Heuristic approach by Zahid Iqbal, Rafia Ilyas, Huah Yong Chan, Naveed Ahmed

“…The hyper-heuristic framework adequately addresses this complex problem. This research proposed Particle Swarm Optimizer-based Hyper Heuristic (HH PSO) to solve UCTP efficiently. …”
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Unleashing the nexus between farmers’ participation in rural tourism and their ecological footprint: Emerging environmental subjectivities in rural China by Mengwei Gu, Fang Su, Jiangbo Chang

“…Analyzing their environmental impacts offers a novel perspective for exploring the complex interplay among human production, consumption, and the ecological environment at a micro level. …”
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Analysis of Electromagnetic and Thermal Processes of an Induction Motor Using 3D Modeling by A. N. Pekhota, V. N. Galushko, B. M. Khrustalev, D. V. Mirosh

“…The research has made it possible to develop and apply 3D models of electromagnetic processes using special programs, interactively without describing complex vector equations of field theory, while using the ongoing thermal processes. …”
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Understanding what really helps to ensure access to diagnostic services in the Indian Public Health System: a realist synthesis of the Common Review Mission reports (2007-2021) by Erin Hannah, Nisha Basheer, Neha Dumka, Atul Kotwal

“… # Conclusions In a complex adaptive system, access to diagnostic services depends on the concurrent strengthening of various health system components across the levels of care. …”
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Elevator Control Simulation Using Fuzzy Logic Management by Mehr Ali Qasimi, Asmatullah Nashir

“…In order to run the elevators properly, complex elevator group control systems are built.…”
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Optimization of the fin structure from polymer composite materials using bioinspired structural layouts by S. V. Baranovsk, Lin Zay Yar

“…To comply with efficiency in terms of strength, stability and weight of the aircraft, a complex problem for designing a structural layout should be solved. …”
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CHOOSING THE APPROPRIATE DATABASE TYPE: A COMPARISON OF SQL, NOSQL, AND NEWSQL by BABUCEA ANA-GABRIELA

“…Since each database type has advantages and disadvantages based on the particular context of use, selecting a database type is never simple and always necessitates a thorough examination of the application requirements and long-term benefits. …”
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Neuronal population model of globular bushy cells covering unit-to-unit variability. by Go Ashida, Helen T Heinermann, Jutta Kretzberg

“…Bushy cells in the anteroventral cochlear nucleus, which innervate monaural and binaural stations in the superior olivary complex, process and transfer temporal cues relevant for sound localization. …”
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Lithium-Ion Battery Health State Prediction Based on Improved War Optimization Assisted-Long and Short-Term Memory Network by Xiankun Wei, Mingli Mo, Silun Peng

“…Such results indicate the proposed method can predict SOH efficiently.…”
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YOLOv8n-SMMP: A Lightweight YOLO Forest Fire Detection Model by Nianzu Zhou, Demin Gao, Zhengli Zhu

“…Existing forest fire detection algorithms face limitations in capturing flame and smoke features in complex natural environments, coupled with high computational complexity and inadequate lightweight design for practical deployment. …”
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A directed greybox fuzzer for windows applications by Xin Ren, Peng-fei Wang, Xu Zhou, Kai Lu

“…By flexibly selecting the appropriate mode, users can optimize their testing strategies based on different objectives, enhancing the effectiveness and efficiency of the tests. …”
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In vivo emergence of HIV-1 highly sensitive to neutralizing antibodies. by Marlén M I Aasa-Chapman, Kelly M Cheney, Stéphane Hué, Anna Forsman, Stephen O'Farrell, Pierre Pellegrino, Ian Williams, Áine McKnight

“…<h4>Conclusions</h4>We propose that an interplay of selective forces for greater virus replication efficiency without the need to resist neutralizing antibodies in a compartment protected from immune surveillance may explain the temporal course described here for the in vivo emergence of HIV-1 isolates with high sensitivity to neutralizing antibodies.…”
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Dysregulated metabolism of the late herpes simplex virus 1 transcriptome through the vhs-VP22 axis uncouples virus cytopathic effect and virus production. by Kathleen Pheasant, Dana Perry, Emma L Wise, Vivian Cheng, Gillian Elliott

“…However, unlike a virus deleted for vhs, these viruses still induced the degradation of both cellular and viral mRNA suggesting that vhs mutation in the absence of VP22 is necessary to overcome a more complex disturbance in mRNA metabolism than mRNA degradation alone. …”
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Deep Reinforcement Learning: A Chronological Overview and Methods by Juan Terven

“…It aims to serve both as an introduction for newcomers to the field and as a practical guide for those seeking to select the most appropriate methods for specific problem domains. …”
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Noise Impact Analysis of School Environments Based on the Deployment of IoT Sensor Nodes by Georgios Dimitriou, Fotios Gioulekas

“…PM₁₀ and PM_2.5 values have also been acquired through data sensors located nearby the school complex. School buildings that have been recently renovated for minimizing their energy footprint and CO₂ emissions have been selected in comparison with similar works in academia. …”
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Industry 5.0 research: an approach using co-word analysis and BERTopic modeling by Abderahman Rejeb, Karim Rejeb, Steve Simske, Edit Süle

“…It recognizes the need of synthesizing a wide body of relevant research in order to get a better understanding of the complex nature of Industry 5.0. Using a comprehensive and systematic approach, the current study performed a co-word analysis and BERTopic modeling on a carefully selected dataset of 933 journal articles, sourced from Scopus and originally published between 2016 and 2024. …”
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A Novel Metaheuristic-Based Methodology for Attack Detection in Wireless Communication Networks by Walaa N. Ismail

“…By focusing on the most relevant features, this attention mechanism makes the model suitable for complex and high-dimensional traffic patterns typical of 5G communication. …”
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