MalHAPGNN: An Enhanced Call Graph-Based Malware Detection Framework Using Hierarchical Attention Pooling Graph Neural Network by Wenjie Guo, Wenbiao Du, Xiuqi Yang, Jingfeng Xue, Yong Wang, Weijie Han, Jingjing Hu

“…This framework delivers a comprehensive profile of malicious code across semantic, syntactic, and structural dimensions. Extensive experiments conducted on the Kaggle and VirusShare datasets have demonstrated that the proposed framework outperforms other graph neural network (GNN)-based malware detection methods.…”
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Effect of Curing Conditions and Freeze-Thaw Cycles on the Strength of an Expansive Soil Stabilized with a Combination of Lime, Jaggery, and Gallnut Powder by Jijo James, S. Karthickeyan, S. Chidambaram, B. Dayanandan, K. Karthick

“…The investigation proceeded with the determination of the unconfined compression strength (UCS) of stabilized specimens of dimensions 38 mm × 76 mm, cured for periods of 3, 7, 14, and 28 days. …”
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Developing the maturity model of strategic alliances using the weighted fuzzy inference system by Saeed Roshandel, Mohammad Karimi Govareshaki, Morteza Abbasi

“…In this research, to obtain the weight of the model’s dimensions, the Fuzzy Data Envelopment Analysis (FDEA) technique has been used, which has suitable capabilities for this purpose. …”
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QUR’ANIC INTERPRETATION IN PESANTREN: MECHANISMS AND AUTHORITY OF K.H. MAIMOEN ZUBAIR by Saichul Anam, Nehru Millat Ahamad, Abdur Rahman Nor Afif Hamid, Abdul Karim

“…Employing qualitative methods with a literature-based analysis, the study reveals that multifaceted dimensions, including historical and psychological contexts shape Mbah Moen’s interpretations. …”
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Telepsychology in France Following the COVID-19 Crisis <subtitle>From Changes in Practice to Ethical Considerations</subtitle> by Lise Haddouk, Benoît Schneider, Tom Van Daele, Fredi Lang

“…Discussion: The ethical dimensions of telepsychology call for sustained reflection about the professional framework of psychologists’ regulation in this evolving context. …”
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Modelling Laser Milling of Microcavities for the Manufacturing of DES with Ensembles by Pedro Santos, Daniel Teixidor, Jesus Maudes, Joaquim Ciurana

“…This method can predict the geometrical dimensions of the machined microcavities with relative errors related to the main average value in the range of 3 to 23%, which are considered very accurate predictions, in view of the characteristics of this innovative industrial task.…”
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Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms by Sahar K. Hussin, Salah M. Abdelmageid, Adel Alkhalil, Yasser M. Omar, Mahmoud I. Marie, Rabie A. Ramadan

“…Despite its benefits, virtual screening generates enormous data and suffers from drawbacks such as high dimensions and imbalance. This paper tackles data imbalance and aims to improve virtual screening accuracy, especially for a minority dataset. …”
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A Current Review of the Meniscus Imaging: Proposition of a Useful Tool for Its Radiologic Analysis by Nicolas Lefevre, Jean Francois Naouri, Serge Herman, Antoine Gerometta, Shahnaz Klouche, Yoann Bohu

“…New 3D-MRI in three dimensions with isotropic resolution allows the creation of multiplanar reformatted images to obtain from an acquisition in one sectional plane reconstructions in other spatial planes. 3D MRI should further improve the diagnosis of meniscal tears.…”
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Numerical Simulation on the Penetration Behavior of the Projectile during the Water Injection Stage of Water-Projectile-Assisted Injection Molding Process by Tangqing Kuang, Qiang Feng, Tian Liu, Luohao Zhong, Yanqing Wang, Hesheng Liu

“…The simulation results, including RWT and the flow fields, were compared with those of water-assisted injection molding (WAIM) pipe with the same outer dimensions. It was found that the residual wall thickness (RWT) of the W-PAIM pipe is much thinner than that of the WAIM pipe. …”
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Multichannel Filtered-X Error Coded Affine Projection-Like Algorithm with Evolving Order by J. G. Avalos, A. Rodriguez, H. M. Martinez, J. C. Sanchez, H. M. Perez

“…Furthermore, we present an evolutionary method that dynamically decreases the projection order in order to reduce the dimensions of the matrix used in the algorithm’s computations. …”
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The Measurement of Green Finance Development Index and Its Poverty Reduction Effect: Dynamic Panel Analysis Based on Improved Entropy Method by Lili Jiang, Hui Wang, Aihua Tong, Zhifei Hu, Hongjun Duan, Xiaolei Zhang, Yifeng Wang

“…Based on the analysis of related theories about green finance and poverty alleviation, this paper selects 18 indicators from three dimensions of economic development, financial development, and social environmental development and uses the improved entropy method to measure the green finance development index of China’s 25 provinces and municipalities from 2004 to 2017. …”
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Optical Coherence Tomography of Bilateral Nanophthalmos with Macular Folds and High Hyperopia by Firat Helvacioglu, Ziya Kapran, Sadik Sencan, Murat Uyar, Ozlem Cam

“…This is a report of two consecutive nanophthalmic patients with macular folds at Maltepe University School of Medicine, Department of Ophthalmology, from January to June 2012. Anterior segment dimensions were near normal. The axial lengths of the eyes were short with markedly shortened posterior segment. …”
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EMSPAN: Efficient Multi-Scale Pyramid Attention Network for Object Counting Under Size Heterogeneity and Dense Scenarios by Phu Nguyen Phan Hai, Bao Bui Quoc, Trang Hoang

“…Additionally, a novel ground truth density map generation method using size-adaptive Gaussian kernels is introduced, which dynamically adjusts kernel size based on object dimensions. This approach preserves spatial information more effectively and produces more accurate density maps, even in complex scenes. …”
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Creative activities as intervention – Exploring occupational therapists’ narrative reasoning by Bodil Winther Hansen, Helle Andrea Pedersen, Lene Lauge Berring, Staffan Josephsson

“…Motivating and engagement by finding ‘cracks’ and stories bridging action with the past and future using creative activities were used to create reflection, development, and empowerment.Conclusions and significance Identifying the narrative layers of occupational therapists’ reasoning on achieving core dimensions of occupational therapy may enable and support occupational therapists in the use of creative activities as intervention.…”
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Spatiotemporal analysis of the impact of green finance on carbon dioxide emissions based on panel data of cities in China by Qiuyi Xu, Li Yao, Kaifang Shi, Wei Zhou, Xuguang Tang

“…Then, this study utilized the geographically and temporally weighted regression (GTWR) model to examine the correlations between green finance and carbon intensity in different cities across four dimensions including green credit, green insurance, green investment, and government support. …”
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Agility Factors’ Analyses Framework in Project-Oriented Organizations through a Sustainability Approach in Large Projects Case Study: Isfahan Municipality by Ahmadreza Tahanian, Hasan Haleh, Farhad Etebari, Behnam Vahdani

“…With respect to the importance of project execution success, corresponding to the sustainability dimensions and by developing agility parameters, this study provides a framework for clustering and analyzing “large projects” based on agility factors in project-oriented organizations through a sustainability approach and by applying Quality Function Deployment. …”
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Bounded rational real‐time charging pricing strategy under the traffic‐grid coupling network by Chudi Wang, Shaohua Ma, Zhiyuan Cai, Ning Yan, Qiwei Wang

“…Firstly, an orderly guidance framework for fast‐charging EVs under the traffic‐grid coupling network is constructed, and the influencing factors of various dimensions when users make charging decisions are analysed. …”
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Three-dimensional transport poverty and its socio-demographic and urban density predictors: Spatial regression analyses of neighborhoods in the Amsterdam metropolitan area by Thijs Bon, Matthew Bruno, Niels van Oort

“…Utilizing a spatial econometric framework, we assess the relevance of these predictors across three dimensions of transport poverty: mobility, accessibility, and affordability. …”
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Influence of Deviatoric Stress on the Deformation and Damage Evolution of Surrounding Rock under Unloading Conditions by Gongyu Hou, Jinping Liang, Haoyong Jing, Jinxin Tan, Yongkang Zhang, Xi Yang, Xin Xie

“…In this study, unloading testing using a partially hollow thick-walled cylinder cement mortar specimen with dimensions of 280 mm (height) × 200 mm (outer diameter) × 60 mm (inner diameter) and a solid height of 60 mm at the bottom was performed to investigate the deformation response and damage failure evolution characteristics of the surrounding rock. …”
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Magnetic Behavior of Sintered NdFeB Magnets on a Long-Term Timescale by Minna Haavisto, Sampo Tuominen, Timo Santa-Nokki, Harri Kankaanpää, Martti Paju, Pekka Ruuskanen

“…Open-circuit tests seem to give bigger losses than closed-circuit tests in cases where the permeance coefficient of the open-circuit sample is considered to be the average permeance coefficient, calculated according to the dimensions of the magnet.…”
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