OVERCOMING OVERFITTING IN MONKEY VOCALIZATION CLASSIFICATION: USING LSTM AND LOGISTIC REGRESSION by Suryasatriya Trihandaru, Hanna Arini Parhusip, Abdiel Wilyar Goni

“…These results indicate that for such a classification problem, logistic regression may be more appropriate than the complex architecture of LSTMs. …”
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Personalized Influential Community Search in Large Networks: A K-ECC-Based Model by Shi Meng, Hao Yang, Xijuan Liu, Zhenyue Chen, Jingwen Xuan, Yanping Wu

“…Graphs have been widely used to model the complex relationships among entities. …”
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Accelerated development of multi-component alloys in discrete design space using Bayesian multi-objective optimisation by Osman Mamun, Markus Bause, Bhuiyan Shameem Mahmood Ebna Hai

“…Bayesian optimisation (BO) protocols grounded in active learning (AL) principles have gained significant recognition for their ability to efficiently optimize black-box objective functions. …”
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A Novel Application of Computational Contact Tools on Nonlinear Finite Element Analysis to Predict Ground-Borne Vibrations Generated by Trains in Ballasted Tracks by Andrés García Moreno, Antonio Alonso López, María G. Carrasco García, Ignacio J. Turias, Juan Jesús Ruiz Aguilar

“…Predictive numerical models in the study of ground-borne vibrations generated by railway systems have traditionally relied on the subsystem partition approach (segmented). …”
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Proactive care architecture for care robots by Zhechen Ren, Guang Yang, Shuoyu Wang, Junyou Yang

“…Abstract Care robots have been developed to address the shortage of human caregivers in aging societies facing declining birth rates. …”
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Berth Allocation and Quay Crane Assignment Considering the Uncertain Maintenance Requirements by Siwei Li, Liying Song

“…However, previous studies have often overlooked the uncertainty associated with quay crane maintenance when planning these operations. …”
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Recent Advances in the Study of Stress Corrosion Behaviors of Metals by JIANG Yu, SUN Yaoning, CHENG Wangjun, XU Yifei, MENG Acong, WANG Pengbo

“…Metal materials have been extensively applied in diverse fields including construction， engineering， energy， and manufacturing，owing to their merits such as high strength， certain corrosion resistance， ease of fabrication， and low cost.As engineering structural materials，metals are prone to being exposed to a wide range of complex and harsh stress-bearing environments， thereby rendering the problem of metal stress corrosion particularly prominent.Metal stress corrosion cracking (SCC)， regarded as an extremely destructive type of corrosion， is typically influenced by the combined effects of the material itself， the corrosive environment， and the stress.Given that there are numerous factors influencing stress corrosion behavior and that the corrosive environments are intricate and varied，it poses numerous difficulties and challenges to the research on stress corrosion issues.This paper comprehensively summarizes the advancements in the stress corrosion of metal materials.Moreover，it elaborates on the impacts of metal stress corrosion from aspects such as the corrosion mechanism，research methodologies，and environmental factors， aiming to provide references for relevant professionals.…”
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GenAI and the Mirage of Personalised Learning for All by Armin Alimardani, Emma A Jane

“…The results revealed SmartTest struggled with complex structured problem-solving exercises. While SmartTest showed some promise in aiding short-answer question learning, it remained limited and prone to inaccuracies. …”
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Persistent Critical Illness in Newborns by A. V. Golomidov, E. V. Grigoriev, V. G. Moses, K. B. Moses

“…The problem of persistent critical illness (PCI) in newborns is poorly understood. …”
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Strategy of Presenting Prehistoric Sites Like an Open-air Stand. Why and How and from a Sustainable Development Perspective by Mona Abo Azan

“…Archaeological excavations have revealed important sites from the prehistoric sites, with the cultural achievements of the early lithic tools of hunters-gatherers in the Palaeolithic, to the emergence of the farmer-village societies in the Neolithic, reaching on to urbanisation and the complex societies of the Chalcolithic. …”
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Singular Vectors in Acoustic Simulation Tests of St. Paul the Apostle Church in Bochnia by Krzysztof KOSAŁA

“…The weights of four partial indices and a universal equation of the global index have been calculated using the SVD technique to solve the problem of correlated acoustical parameters. …”
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Architecture, archaeology and multilayered cities: An interdisciplinary design workshop experience by Sebla Arın Ensarioglu, Gözde Kırlı Özer, Derya Şahin, Gonca Gülsefa

“…The findings of this workshop show that interdisciplinary informal studies in design education create an environment for the students in which they can participate in a complex problem-solving process, learn to work under time constraints, experience working as a team, learn to respect the views of others and enrich their views with these dissimilarities, experience to visualize their design in the context of the built environment using a wide range of techniques, have the opportunity to share their ideas with residents and local authorities. …”
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Bridging the Divide: An Interdisciplinary Analysis of Trust in Science by Gökçe Zeybek Kabakci, Umut Yener Kara, Gökçe Baydar Çavdar, Emre Toros

“…This attempt is crucial since we need a comprehensive understanding of the complex factors influencing public trust in science, allowing us to approach the problem from multiple angles and enabling the crafting of evidence-based policies that better resonate with the public and are more likely to be effective in restoring trust. …”
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Recent advances in understanding of enterobacterial common antigen synthesis and regulation by Haley C. Bennett, Angela M. Mitchell

“…Here, we highlight recent studies that have advanced our understanding of the structure, biosynthesis, regulation and potential functions of ECA. …”
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Migration and evolutionary analysis of trends in the transformation of maritime education in wartime conditions by Olga Petrychenko

“…The research reveals the complex interaction between demographic trends, educational transformation, and sectoral development under wartime conditions. …”
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International Criminalization of International Terrorizm by A. G. Volevodz

“…Analysis and studying of the terrorism in all its facets is a complex entangled problem with less clear legal regulation that it might seem at first glance, especially after its transformation from local phenomenon into a world threat. …”
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Reconstructive foot and ankle surgeries in diabetic patients by Ajit Kumar Varma

“…Therefore, restoration of normal, problem free foot function and activities will have a significant impact on peoples′ lives. …”
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Endotracheal Intubation Done in Field Conditions of Restrained Space by S. Gavrilovic, S. Milic, F. Dujmovic, Z. Fiser

“…Endotracheal intubation used as a method of cardiopulmonal resuscitation and advanced life support in a field condition frequently represents a problem even to very experienced resuscitatiors because of its extremly complex circumstances. …”
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New Analytical Wave Structures for the (2+1)-Dimensional Chaffee-Infante Equation by Fatma Nur Kaya Sağlam

“…Many soliton solutions have been obtained by rigorous analysis and calculation. …”
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Use and Effectiveness of Chatbots as Support Tools in GIS Programming Course Assignments by Hartwig H. Hochmair

“…Overall, students expressed positive sentiments regarding chatbot effectiveness, especially for complex spatial tasks. While students were optimistic about the potential of chatbots to enhance future learning, concerns were raised about overreliance on AI, which could hinder the development of independent problem-solving and programming skills. …”
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