Does ethnocentrism work? Evaluating the effect of airlines service recovery strategies on airline brand equity by Nor Asiah Omar, Nur Aqilah Hazirah Mohd Anim, Taslima Jannat, Muhamad Azrin Nazri, Syed Shah Alam, Hafizah Omar Zaki

“…The study clarifies the complexities of the relationship between service recovery efforts and brand equity and fills a gap in the literature by demonstrating the negative consequences of inadequately addressed service failures during service recovery efforts.…”
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Evaluation of pre-selected mandarin hybrids based on tolerance to alternaria brow spot, physicochemical characteristics and acceptability by Vanessa Santos Moura, Marta Regina Verruma-Bernardi, Josiane Rodrigues, Mariângela Cristofani-Yaly, Fernando Alves de Azevedo, Marinês Bastianel

“…Furthermore, diseases such as Alternaria Brown Spot (ABS) and HLB have reduced planted areas due to the complexities of management and increased production costs. …”
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CDUNeXt: efficient ossification segmentation with large kernel and dual cross gate attention by Hailiang Xia, Chuantao Wang, Zhuoyuan Li, Yuchen Zhang, Shihe Hu, Jiliang Zhai

“…This work fills the gap in the application of deep learning techniques in the diagnosis of ligamentum flavum ossificans, contributes to the realization of lightweight medical image segmentation networks and lays the foundation for subsequent research.…”
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A labeled dataset for AI-based cryo-EM map enhancement by Nabin Giri, Xiao Chen, Liguo Wang, Jianlin Cheng

“…Cryogenic electron microscopy (cryo-EM) has transformed structural biology by enabling near atomic resolution imaging of macromolecular complexes. However, cryo-EM density maps suffer from intrinsic noise arising from structural sources, shot noise, and digital recording, which complicates accurate model building. …”
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Systematic Review on the Use of CCPM in Project Management: Empirical Applications and Trends by Adriano de Oliveira Martins, Vanderlei Giovani Benetti, Fernando Elemar Vicente dos Anjos, Débora Oliveira da Silva, Charles Jefferson Rodrigues Alves

“…A growing trend has been identified toward integrating CCPM with methodologies, such as Scrum, BIM, Lean Construction, Fuzzy FMEA, and predictive algorithms, thereby broadening its applicability in high-complexity scenarios. However, a significant gap remains in empirical studies applied to Engineer-to-Order (ETO) systems and service-based organizations, which are characterized by high customization, variability, and interdependence of resources. …”
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Pedestrian Vision Language Model for Intentions Prediction by Farzeen Munir, Shoaib Azam, Tsvetomila Mihaylova, Ville Kyrki, Tomasz Piotr Kucner

“…Traditional deep learning methods have limitations in capturing the complexities of pedestrian behavior, often relying on simplistic representations or indirect inference from visual cues, which hinders their explainability. …”
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A Hierarchical and Self-Evolving Digital Twin (HSE-DT) Method for Multi-Faceted Battery Situation Awareness Realisation by Kai Zhao, Ying Liu, Yue Zhou, Wenlong Ming, Jianzhong Wu

“…Accurate battery state estimation is important for the operation of energy storage systems, yet existing methods struggle with the complexity and dynamic nature of battery conditions. …”
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Automating the analysis of social interactions in educational settings: a scoping review by Simone Pinetti, Elisa Bisagno, Elvis Mazzoni, Alessia Cadamuro

“…They were categorized into three levels of ecological complexity: (1) validation of sensor devices, (2) interaction analysis as a predictor of disease spread and vocabulary growth, and (3) examination of children’s social dynamics. …”
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Comparative Analysis via CFD Simulation on the Impact of Graphite Anode Morphologies on the Discharge of a Lithium-Ion Battery by Alessio Lombardo Pontillo, Agnese Marcato, Daniele Versaci, Daniele Marchisio, Gianluca Boccardo

“…Our findings reveal that incorporating greater morphological complexity leads to significant deviations from classical model predictions. …”
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Snow Cover Variability and Trends over Karakoram, Western Himalaya and Kunlun Mountains During the MODIS Era (2001–2024) by Cecilia Delia Almagioni, Veronica Manara, Guglielmina Adele Diolaiuti, Maurizio Maugeri, Alessia Spezza, Davide Fugazza

“…The obtained signals exhibit considerable complexity, making it difficult to find a unique factor explaining their variability, even if elevation emerged as the most important one. …”
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CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…The high fluctuation and volatility of cryptocurrency prices and the complexity of non-linear relationships in data patterns attract investors and researchers who want to develop accurate cryptocurrency price forecasting models. …”
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Enhancing Propaganda Detection in Arabic News Context Through Multi-Task Learning by Lubna Al-Henaki, Hend Al-Khalifa, Abdulmalik Al-Salman

“…The current study addresses this gap by introducing the first multi-task learning (MTL) models for Arabic propaganda detection, integrating sentiment analysis and emotion detection as auxiliary tasks. …”
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Numerical Simulations of Impact River Morphology Evolution Mechanism Under the Influence of Floodplain Vegetation by Heng Xiang, Zhimeng Zhang, Chunning Ji, Dong Xu, Xincong Chen, Lian Tang, Yuelei Wang

“…This study employs numerical simulations to address this gap, focusing on the Xiaolangdi–Taochengpu river section downstream of the Yellow River. …”
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Lean Service Waste Classification and Methodological Application in a Case Study by Giuseppe Converso, Guido Guizzi, Emma Salatiello, Silvestro Vespoli

“…This study explores the application of Lean principles in the service sector, addressing the complexities of translating manufacturing-focused methodologies to intangible service activities. …”
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Data-Driven Model for Sliced 5G Network Dimensioning and Planning, Featured With Forecast and “what-if” Analysis by Dominik Dulas, Justyna Witulska, Agnieszka Wylomanska, Ireneusz Jablonski, Krzysztof Walkowiak

“…On the other hand, the slicing mechanism adds another level of complexity to network management that significantly increases total cost of ownership. …”
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Design and testing of a test rig for tubular joints hot-spot stress determination by Mohsin Iqbal, Saravanan Karuppanan, Veeradasan Perumal, Mark Ovinis, Muhammad Iqbal

“…Although extensive research has been conducted on CHS joints, including validation of numerical and empirical models for determining stress concentration factors (SCFs), gaps remain in understanding SCF behaviour under complex loading scenarios. …”
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GDPR and Large Language Models: Technical and Legal Obstacles by Georgios Feretzakis, Evangelia Vagena, Konstantinos Kalodanis, Paraskevi Peristera, Dimitris Kalles, Athanasios Anastasiou

“…This paper examines the complexities involved in reconciling the design and operation of LLMs with GDPR requirements. …”
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A Numerical Strategy to Assess the Stability of Curved Masonry Structures Using a Simple Nonlinear Truss Model by Natalia Pingaro, Martina Buzzetti, Alessandro Gandolfi

“…By bridging the gap between advanced simulation and practical application, the approach provides a robust tool suitable for a wide range of users. …”
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Real-Time Vision-Based Wheel-Rail Interface Monitoring for Tramway Running Performance by Sangyup Lee, Jin Choi, Naekyung Kim, Janghun Hyeon

“…Conventional measurement techniques, ranging from strain gauges to gap sensors and earlier vision-based systems, can involve substantial hardware complexity, sensitivity to environmental disturbances, and onerous maintenance. …”
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System Proposal for Supervision of Critical Adverse Processes in Patients with Implanted Ventricular Assist Devices by José R. C. Sousa Sobrinho, Marcosiris A. O. Pessoa, Fabrício Junqueira, Paulo E. Miyagi, Diolino J. Santos Filho

“…This system aims to address the complexity of AEs by considering multiple domains of operation: the device, the patient, and the medical team, as well as the interactions between these entities. …”
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