GCF-MLD: Integrated Approach for Money Laundering Detection Using Machine Learning and Graph Network Analysis by Faizan Irshad, Tamim Alkhalifah, Fahad Alturise, Yaser Daanial Khan

“…The results exhibit that the proposed model can be effectively used by the financial institutions to replace current rule-based techniques to significantly improve the efficiency and effectiveness of money laundering detection systems.…”
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Evaluation of Undergraduate Dental Students’ Opinions on the Use of Digital Versus Conventional Design in Prosthodontics by Lucian Toma Ciocan, Mihaela Pantea, Vlad Gabriel Vasilescu, Ana Maria Cristina Țâncu, Ruxandra Sfeatcu, Andreea Cristiana Didilescu, Alexandra Ripszky, Alexandra Popa, Silviu Mirel Pițuru, Marina Imre

“…Statistically significant correlations indicated that students who believed digital design could replace conventional methods associated digital design with greater accuracy (<i>p</i> = 0.020), predictability (<i>p</i> = 0.048), and sustainability (<i>p</i> = 0.032). …”
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Elastic stability of columns with variable flexural rigidity under arbitrary axial load using the finite difference method by M. Soltani, A. Sistani

“…The competency and efficiency of the method is then declared.…”
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Automation in Healthcare: Advantages, Prospects, Perceptual Barriers by A. A. Lukmanov, V. N. Agaev, D. A. Tsypkin

“…In healthcare, automation refers to the use of technology to replace manual labor with mecha­nized processes. It offers solutions to some of the biggest challenges in this field by increasing work efficiency and improving the quality of medical care.The aim of the study was to explore the potential impact of automation on healthcare practices and to investigate the perceptions of healthcare professionals towards these innovations.Materials and methods. …”
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A Fish Target Identification and Counting Method Based on DIDSON Sonar and YOLOv5 Model by Wei Shen, Mengqi Liu, Quanshui Lu, Zhaowei Yin, Jin Zhang

“…In order to more accurately and quickly identify and count underwater fish targets, and to address the issues of excessive reliance on manual processes and low processing efficiency in the identification and counting of fish targets using sonar data, a method based on DIDSON and YOLOv5 for fish target identification and counting is proposed. …”
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Optimization of a Novel Nano Antenna With Two Radiation Modes Using Kriging Surrogate Models by Abdel-Karim S.O. Hassan, Ahmed S. Etman, Ezzeldin A. Soliman

“…In optimizing the proposed structure, the computationally expensive full-wave electromagnetic simulation is replaced by cheaper surrogate models, which are kriging models. …”
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Delivery of Human iPSC‐Derived RPE Cells in Healthy Minipig Retina Results in Interaction Between Photoreceptors and Transplanted Cells by Anna Macečková Brymová, Francisco Javier Rodriguez‐Jimenez, Annika Konrad, Yaroslav Nemesh, Muhammed Arshad Thottappali, Ana Artero‐Castro, Ruslan Nyshchuk, Anastasiia Kolesnikova, Brigitte Müller, Hana Studenovska, Jana Juhasova, Stefan Juhas, Ivona Valekova, Dunja Lukovic, Claudia Aleman, Taras Ardan, Saskia Drutovič, Jan Motlik, Zdenka Ellederova, Zbinek Straňák, Miroslav Veith, Lyubomyr Lytvynchuk, Ruchi Sharma, Kapil Bharti, Goran Petrovski, Pavla Jendelova, Knut Stieger, Slaven Erceg

“…The results support the use of hiPSC‐RPE on PDLLA scaffold as a cell replacement therapeutic approach for RPE degenerative diseases.…”
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Life Cycle Assessment of Torrefied Residual Biomass Co-Firing in Coal-Fired Power Plants: Aspects of Carbon Dioxide Emission by Kyungil Cho, Yongwoon Lee

“…Future work should focus on refining torrefaction parameters and assessing other biomass characteristics to enhance operational efficiency in coal-fired power plants.…”
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Hardware Acceleration of Division-Free Quadrature-Based Square Rooting Approach for Near-Lossless Compression of Hyperspectral Images by Amal Altamimi, Belgacem Ben Youssef

“…Recent advancements in hyperspectral imaging have significantly increased the acquired data volume, creating a need for more efficient compression methods for handling the growing storage and transmission demands. …”
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Discrete wavelet integrated convolutional residual network for bearing fault diagnosis under noise and variable operating conditions by Yunfeng Ni, Shuang Li, Ping Guo

“…The cyclic learning rate strategy enhances training efficiency. Experiments conducted on the Case Western Reserve University (CWRU) and Paderborn University (PU) bearing datasets demonstrate that DWCResNet achieves higher diagnostic accuracy and noise robustness under various conditions, providing an efficient solution for bearing fault diagnosis in complex noisy environments.…”
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Growth of eucalyptus rooted cuttings in toxic organic waste compost of textile industry by Priscila F. de Souza, Danielle C. F. S. Grazziotti, Paulo H. Grazziotti, Luiz A. Fernandes, Enilson de B. Silva, Andrezza M. M. Gandini

“…The current study aimed to evaluate the efficiency of composting in the biodegradation of toxic residues from the textile industry and its use as substrate in saplings production. …”
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Research on Personnel Image Segmentation Based on MobileNetV2 H-Swish CBAM PSPNet in Search and Rescue Scenarios by Di Zhao, Weiwei Zhang, Yuxing Wang

“…In post-disaster search and rescue scenarios, the accurate image segmentation of individuals is essential for efficient resource allocation and effective rescue operations. …”
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Ethereum blockchain for electronic health records: securing and streamlining patient management by J. S. Simi Mole, J. S. Simi Mole, R. S. Shaji, R. S. Shaji

“…Electronic health records (EHRs) are increasingly replacing traditional paper-based medical records due to their speed, security, and ability to eliminate redundant data. …”
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Improving Data Cleaning by Learning From Unstructured Textual Data by Rihem Nasfi, Guy de Tre, Antoon Bronselaer

“…The study involves training a machine learning model with instances that satisfy the dataset constraints (such as functional dependencies), and examining its impact on efficiency in repairing dirty data. We also suggest improving data repair by comparing the probabilities of machine learning model predictions against a threshold, replacing the actual data with higher certainty predictions. …”
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Reinforced Residual Encoder–Decoder Network for Image Denoising via Deeper Encoding and Balanced Skip Connections by Ismail Boucherit, Hamza Kheddar

“…These findings confirm the efficiency of our method in delivering high-quality image restoration while preserving fine details.…”
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Open border ecosystems: Against globalised laissez-faire conservation by Christopher H Lean

“…These novel arrangements create experimental markets in nature’s economy, providing opportunities for the efficient production of goods for humans, also known as ecosystem services. …”
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Effects of Coatings Containing Organic Ashes on the Corrosion Performance of Reinforcements by I. Sanrı Karapınar

“…Also, the inhibition efficiency of the coating was determined by using the galvanic cell method and accelerated corrosion tests. …”
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The role of cloud technologies in the organization of continuous accounting by O.V. Bereznyi

“…This approach increases operational efficiency, accuracy, and responsiveness, providing management with timely information on economic indicators. …”
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Five Amino Acid Substitutions in the S1 Unit of Infectious Bronchitis Virus Are Critical Determinants Enhancing Its Adaptation to Vero Cells by Zhichao Cai, Mingjing Zhang, Shouguo Fang

“…Analyses on the growth characteristics of these recombinant viruses and Western blot detection of the expression levels of their spike proteins indicated that the IBV mutant obtained by replacing the amino acid sequence from positions 179 to 323 in the S1 region of IBV-P65 with the corresponding segment from IBV-EP3 S1 significantly impaired viral growth and exhibited a lower replication efficiency in Vero cells, suggesting that five amino acid substitutions (T181I, I246T, F267C, T273I, Q296K) within this region could enhance the adaptation of IBV to Vero cells.…”
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Smart city initiatives: Street lights by John M. POLIMENI, Raluca Ioana IORGULESCU

“…A relatively new method that has been implemented to reduce electricity expenditures has been to replace conventional street lights with LED based street lights in order to save energy. …”
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