Islamic Finance and Sustainable Development: Key Ethical Features and Proactive Initiatives Promoting Financial Inclusion by Laura Maria Franciosi

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A Proactive Model for Intrusion Detection Using Image Representation of Network Flows by Rimsha Saeed, Hassaan Khaliq Qureshi, Christiana Ioannou, Marios Lestas

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Leveraging machine learning to proactively identify phishing campaigns before they strike by Kun Zhang, Haifeng Wang, Meiyi Chen, Xianglin Chen, Long Liu, Qiang Geng, Yu Zhou

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ProWaste for proactive urban waste management using IoT and machine learning by Thompson Stephan, S. M. Hari Krishna, Chia-Chen Lin, Ujjwal Sumesh, Saurabh Agarwal, Hyunsung Kim

“…Binary Particle Swarm Optimisation (BPSO) removed 80% of the inputs, revealing that three features alone predict criticality with>99% accuracy on a hold-out test set. …”
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Data-Driven Proactive Early Warning of Grid Congestion Probability Based on Multiple Time Scales by Haobo Fu, Ruizhuo Wang, Bingxu Zhai, Yuanzhuo Li, Pengyuan Li, Rui Zhang, Haoyuan He, Siyang Liao

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Recent Advances in Polysaccharides from <i>Cornus officinalis</i>: Extraction, Purification, Structural Features, and Bioactivities by Shengfang Wang, Baotang Zhao, Xuemei Ma, Jing Zhang, Guofeng Li, Mingze Li, Qi Liang

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Chemical-physical features of the biochar-based oil-destructive sorbent by A. V. Khokhlov

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Smart Grid Security: Proactive Prediction of Advanced Persistent Threats by Motahareh Dehghan, Erfan Khosravain

“…Experimental results show that the ProAPT model significantly outperforms traditional machine learning algorithms like Random Forest, Support Vector Machines, and Logistic Regression, achieving 93.8% accuracy, 93.12% precision, 95.2% recall, and 94.15% F1-Score. The feature importance analysis reveals that traffic-related features such as packet size variance and connection duration are crucial in identifying Advanced Persistent Threats. …”
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Differences in innovativeness, proactiveness and competitive aggressiveness in relation to entrepreneurial motives by Ludmila Kozubíková, Gabriela Sopková, Vladimír Krajčík, Ladislav Tyll

“…The first group (330 respondents) consisted of entrepreneurs who featured money as the most important motive for starting up a business, while the second group (251 respondents) consisted of those entrepreneurs who featured their life mission as the main reason for starting a business. …”
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Being proactive about media engagement in first aid education

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Biological conversion of red garlic (Allium sativum L) protein to bioactive peptides: ACE- DPP-IV inhibitory, and Techno-functional features by Zahra Akbarbaglu, Azin Nasrollah Zadeh, Mandana Tayefe, Roshanak Zolqadri, Atena Ramezani, Narges Mazloomi, Khashayar Sarabandi

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Proactive Technological Policy and Import Substitution Perspectives: The Role of Testing Centers by I. V. Anokhov

“…The article investigates features of reactive and proactive science and technology policy. …”
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Prediction Based Proactive Thermal Virtual Machine Scheduling in Green Clouds by Supriya Kinger, Rajesh Kumar, Anju Sharma

“…Cloud computing provides many advanced features but it still has some shortcomings such as relatively high operating cost and environmental hazards like increasing carbon footprints. …”
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THE ROLE OF MEDIA MONITORING IN PROMOTING PROACTIVE SOCIAL COMMUNICATION. CASE STUDY by Căprărin Amelia

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A Proactive GIS Geo-Database for Castles Damaged by the 2012 Emilia Earthquake by Elena Zanazzi

“…The designed geo-database allows for the identification of possible correlations between constructive features and the occurrence of damage, through statistical and geo-referenced analysis. …”
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Event-related potential evidence of impaired proactive control in individuals with subthreshold depression by Zhijun Wang, Jinsheng Hu, Qi Qiang, Zhihong Liu, Qingshuo Yang

“…Objective and rationaleCognitive control deficits are considered as central features of cognitive impairments in depression. The dual mechanisms of control (DMC)—proactive and reactive control—can further elucidate the nature of these deficits. …”
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Comprehensive lipidomics analysis of Cape hake (Merluccius capensis) by-products: Screening key features for added value applications by João P. Monteiro, Tiago Sousa, Helena Ferreira, Marisa Pinho, Tânia Melo, Laura Goracci, Carla Pires, António Marques, Maria Leonor Nunes, Pedro Domingues, Ricardo Calado, M. Rosário Domingues

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APBIO: bioactive profiling of air pollutants through inferred bioactivity signatures and prediction of novel target interactions by Eva Viesi, Ugo Perricone, Patrick Aloy, Rosalba Giugno

“…To this end, we propose a chemogenomic approach, called Air Pollutant Bioactivity (APBIO), which integrates compound bioactivity signatures and target sequence descriptors to train ML classifiers subsequently used to predict potential compound-target interactions (CTIs). …”
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Enhanced Bioactivity of Cu-Doped Bioactive Glass Coatings on Human Freeze-Dried Cortical Bone: An In Vitro Study by Silvia Brogini, Matilde Tschon, Leonardo Vivarelli, Alessandro Gambardella, Angela De Bonis, Gianluca Giavaresi, Milena Fini, Dante Dallari, Julietta V. Rau, Marco Govoni

“…In this in vitro study, cortical allogeneic bone samples were coated with copper-doped bioactive glass 45S5 (Cu-BG) by means of the pulsed-laser deposition technique to combine the mechanical support and osteoconductive properties of human bone with the osteogenic and pro-angiogenic features of the bioactive material. …”
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A CNN-Transformer Fusion Model for Proactive Detection of Schizophrenia Relapse from EEG Signals by Sana Yasin, Muhammad Adeel, Umar Draz, Tariq Ali, Mohammad Hijji, Muhammad Ayaz, Ashraf M. Marei

“…Proactively detecting schizophrenia relapse remains a critical challenge in psychiatric care, where traditional predictive models often fail to capture the complex neurophysiological and behavioral dynamics preceding recurrence. …”
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