Detecting Fraudulent Transactions for Different Patterns in Financial Networks Using Layer Weigthed GCN by Shaziya Islam, Gagan Raj Gupta, Apu Chakraborty, Santosh Singh, Anisha Soni, Chhavi Patle

“…The proposed approach integrates adaptive layer weighting, enabling the model to dynamically adjust the contribution of different GNN layers to better capture intricate transaction patterns. Additionally, the flexible architecture of LayerWeighted-GCN enhances its ability to model complex financial relationships, improving fraud detection accuracy and robustness. …”
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Topological data analysis of pattern formation of human induced pluripotent stem cell colonies by Iryna Hartsock, Eunbi Park, Jack Toppen, Peter Bubenik, Elena S. Dimitrova, Melissa L. Kemp, Daniel A. Cruz

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A Cox Model-Based Workflow for Increased Accuracy in Activity-Travel Patterns Generation by Dionysios Katsaitis, Dimitrios Rizopoulos, Konstantinos Gkiotsalitis

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A novel adaptive safe semi-supervised learning framework for pattern extraction and classification by Jun Ma, Junjie Li, Jiachen Sun

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Transcriptomics profiling of Parkinson’s disease progression subtypes reveals distinctive patterns of gene expression by Carlo Fabrizio, Andrea Termine, Carlo Caltagirone

“…Notably, two subtypes displayed opposite expression patterns for pathways involved in immune response alterations. …”
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Advancing Traditional Dunhuang Regional Pattern Design with Diffusion Adapter Networks and Cross-Entropy by Yihuan Tian, Tao Yu, Zuling Cheng, Sunjung Lee

“…Dunhuang patterns, an important part of traditional Chinese culture, are difficult to collect in large numbers due to their limited availability. …”
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Fuzzy clustering of 24-2 visual field patterns can detect glaucoma progression. by Hwayeong Kim, Sangwoo Moon, Joohwang Lee, EunAh Kim, Sang Wook Jin, Jung Lim Kim, Seung Uk Lee, Jinmi Kim, Seungtae Yoo, Jiwon Lee, Giltae Song, Jiwoong Lee

“…<h4>Methods</h4>In this multicenter retrospective study, we classified characteristic patterns of 24-2 VF using AA and decomposed them with FCM clustering. …”
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A Comprehensive Monte Carlo-Simulated Dataset of WAXD Patterns of Wood Cellulose Microfibrils by Ricardo Baettig, Ben Ingram

“…It enables the development, validation, and benchmarking of novel algorithms and machine learning models for MFA prediction from diffraction patterns. …”
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Convolutional Neural Networks for Real Time Classification of Beehive Acoustic Patterns on Constrained Devices by Antonio Robles-Guerrero, Salvador Gómez-Jiménez, Tonatiuh Saucedo-Anaya, Daniela López-Betancur, David Navarro-Solís, Carlos Guerrero-Méndez

“…Recent research has demonstrated the effectiveness of convolutional neural networks (CNN) in assessing the health status of bee colonies by classifying acoustic patterns. However, developing a monitoring system using CNNs compared to conventional machine learning models can result in higher computation costs, greater energy demand, and longer inference times. …”
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Tree species classification using intensity patterns from individual tree point clouds by Andreas Tockner, Ralf Kraßnitzer, Christoph Gollob, Sarah Witzmann, Tim Ritter, Arne Nothdurft

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Predicting cisplatin response in cholangiocarcinoma patients using chromosome pattern and related gene expression by Sutheemon Techa-ay, Sasithorn Watcharadetwittaya, Raksawan Deenonpoe, Kitti Intuyod, Waleeporn Kaewlert, Anchalee Techasen, Watcharin Loilome, Poramate Klanrit, Manida Suksawat, Kwanjira Chaleekan, Sirinya Sitthirak, Malinee Thanee

“…Using chromosome microarray analysis on 20 CCA samples, we found distinct chromosomal aberration patterns between cisplatin responders and non-responders. …”
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Identifying monthly rainfall erosivity patterns using hourly rainfall data across India by Subhankar Das, Manoj Kumar Jain, Karl Auerswald, Carlos Rogerio de Mello, Peter Molnar

“…This study presents a comprehensive analysis of the spatial patterns and monthly distribution of rainfall erosivity across India, using data from 261 hourly and 2,525 monthly rainfall stations covering the period from 1969 to 2021. …”
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LeafLaminaMap: Exploring Leaf Color Patterns Using RGB Color Indices by Péter Bodor-Pesti, Lien Le Phuong Nguyen, Thanh Ba Nguyen, Mai Sao Dam, Dóra Taranyi, László Baranyai

“…Pigmentation and its pattern provide the possibility to distinguish genotypes and a basis for annual crop management practices. …”
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Fragmentation patterns and personalized sequencing of cell‐free DNA in urine and plasma of glioma patients by Florent Mouliere, Christopher G Smith, Katrin Heider, Jing Su, Ymke van der Pol, Mareike Thompson, James Morris, Jonathan C M Wan, Dineika Chandrananda, James Hadfield, Marta Grzelak, Irena Hudecova, Dominique‐Laurent Couturier, Wendy Cooper, Hui Zhao, Davina Gale, Matthew Eldridge, Colin Watts, Kevin Brindle, Nitzan Rosenfeld, Richard Mair

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Uncovering codon usage patterns during murine embryogenesis and tissue-specific developmental diseases by Sarah E. Fumagalli, Sean Smith, Brian Lin, Rahul Paul, Collin Campbell, Luis Santana-Quintero, Anton Golikov, Juan Ibla, Haim Bar, Anton A. Komar, Anton A. Komar, Ryan C. Hunt, Michael DiCuccio, Chava Kimchi-Sarfaty

“…Applying a multifaceted approach, we calculated relative synonymous codon usage, reduced the dimensionality, and employed machine learning clustering techniques.Results and discussionThese techniques identified relative synonymous codon usage differences/similarities among strains and deviations in codon usage patterns between healthy and disease-linked genes. …”
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APPLICATION OF POLYSTYRENE FOAM CORE FUSIBLE PATTERNS IN PRODUCTION OF GAS TURBINES’ CAST PARTS by O. I. Shinsky, I. I. Maksіuta, Yu. G. Kvasnitskaya, E. V. Mikhnyan, A. V. Neima

“…Kinetic parameters of the process of dissolving and removing patterns of degradation products the polystyrene in the group of solvents depending on the type and amount of polystyrene were identified. …”
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Differentiating Growth Patterns in Winter Wheat Cultivars via Unmanned Aerial Vehicle Imaging by Asparuh I. Atanasov, Hristo P. Stoyanov, Atanas Z. Atanasov

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Analysis of Strata Deformation Patterns Induced by Vertical Shaft Sinking Machine Based on Soil Deformation Zoning: A Case Study of the Zhuyuan Bailonggang Sewage Connecting Pipe Project in Shanghai, China by Ping Lu, Fang Chen, Dongqing Nie, Jiangang Han

“…Field measurements with the Plaxis^3D 24.1 software were performed on the 17# shaft of the Shanghai Zhuyuan Bailonggang sewage connecting the pipe project to analyze the ground deformation patterns during VSM (vertical shaft sinking machine) construction in soft soil areas. …”
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Diverse regulated cell death patterns and immune traits in kidney allograft with fibrosis: a prediction of renal allograft failure based on machine learning, single-nucleus RNA sequencing and molecular docking by Yuqing Li, Jiandong Zhang, Xuemeng Qiu, Yifei Zhang, Jiyue Wu, Qing Bi, Zejia Sun, Wei Wang

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Efficient Recognition of the Propagated Orbital Angular Momentum Modes in Turbulences With the Convolutional Neural Network by Zikun Wang, Maxime Irene Dedo, Kai Guo, Keya Zhou, Fei Shen, Yongxuan Sun, Shutian Liu, Zhongyi Guo

Subjects: “…Pattern recognition…”
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