An Integrated Data Driven Approach to Drug Repositioning Using Gene-Disease Associations. by Joseph Mullen, Simon J Cockell, Peter Woollard, Anil Wipat

“…We first apply a Bayesian statistics approach to rank 309,885 gene-disease associations using existing knowledge. Ranked associations are then integrated with other biological data to produce a semantically-rich drug discovery network. …”
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Identifying patients at risk of suicide using data from health information exchanges by Shane J. Sacco, Kun Chen, Jun Jin, Boyang Tang, Fei Wang, Robert H. Aseltine

“…Identifying suicide risk in healthcare settings has become a national priority and predicting risk using statistical models has emerged as a promising approach to achieve this. …”
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Unsupervised Segmentation and Classification of Waveform-Distortion Data Using Non-Active Current by Andrea Mariscotti, Rafael S. Salles, Sarah K. Rönnberg

“…This unsupervised method exploiting non-active current is novel and has proven useful for providing data with labels for later supervised learning performed with the 1D-CNN, which achieved a balanced accuracy of 96.46% under normal conditions. …”
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Reconstructing mass balance of Garabashi Glacier (1800–2005) using dendrochronological data by E. A. Dolgova, V. V. Matskovsky, O. N. Solomina, O. V. Rototaeva, G. A. Nosenko, I. V. Khmelevskoy

“…The exploration whether tree-ring data can be effectually applied for the mass balance reconstruction in Caucasus was the main goal of this research. …”
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Global map of characterized dust sources using multisource remote sensing data by Ali Darvishi Boloorani, Masoud Soleimani, Ramin Papi, Nastaran Nasiri, Fatemeh Amiri, Najmeh Neysani Samany, Kan Huang, Iraj Gholami, Ali Al-Hemoud

“…Regions with AAI values greater than 0.25 were identified as potential dust sources through histogram analysis validated by ground truth data. Next, areas without dust emission potential were excluded from the mean AAI map using a multi-stage masking process that considers land surface characteristics such as soil depth, permanent water bodies, and built-up areas. …”
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A Primer for Disease Gene Prioritization Using Next-Generation Sequencing Data by Shuoguo Wang, Jinchuan Xing

“…The recent development of many computational algorithms and programs has vastly improved the ability to translate sequence data into valuable information for disease gene identification. …”
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Graph Crypto-Stego System for Securing Graph Data Using Association Schemes by Anuradha Sabharwal, Pooja Yadav, Kamal Kumar

“…Cryptography has recently become a critical area to research and advance in order to transmit information safely and securely among various entities, especially when the transmitted data is classified as crucial or important. …”
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Developing Productivity–Safety Effectiveness Index Using Data Envelopment Analysis (DEA) by Yongyoon Suh

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Using Grounded Theory to Analyze Qualitative Observational Data that is Obtained by Video Recording by Colin Griffiths

“…The paper concludes by suggesting that using classic grounded theory to analyze qualitative data that is collected using video offers a method that has the potential to uncover and explain patterns of non-verbal interactions that were not previously evident. …”
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Identifying barriers and disparities in the healthcare of patients with alopecia areata: a mixed-methods analysis using claims data and qualitative interview data by Matthias Augustin, Christine Blome, Katharina Müller, Kristina Hagenström, Toni Maria Janke, Beke Hester, Theresa Klinger, Brigitte Stephan

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A Framework for Visualizing Heterogeneous Construction Data Using Semantic Web Standards by Mostafa Ali, Yasser Mohamed

“…Then, heterogeneous data sources that are commonly used in construction are fed into the ontology which can be queried to produce different visualization scenarios. …”
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Implementation of Object Relational Data Base Management on Depreciation System Using ORACL by Asmaa Hammo, Alaa Saeed

“…Multiple data are implemented using collection data type (Varray, Nested table) without the need for extra tables. …”
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Rapid detection of honey adulteration using machine learning on gas sensor data by Mehmet MİLLİ, Nursel SÖYLEMEZ MİLLİ, İsmail Hakkı PARLAK

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The Implementation of Machine Learning in Lithofacies Classification using Multi Well Logs Data by Sudarmaji Saroji*, Ekrar Winata, Putra Pratama Wahyu Hidayat, Suryo Prakoso, Firman Herdiansyah

“…The support vector machine (SVM) algorithm has been applied successfully to the Damar field, Indonesia. …”
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Compensation for Matrix Effects in High-Dimensional Spectral Data Using Standard Addition by Elena Khanonkin, Israel Schechter, Itai Dattner

“…While effective with single signals (e.g., absorbance at a single wavelength) and independent of matrix composition or blank measurements, it has limitations with high-dimensional data (e.g., full spectra). …”
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Cholera case trends in Eastern Africa using surveillance data, 2007-2024 by Dr Joy Ebonwu, Ms Dativa Aliddeki, Dr Judith Kose Otieno, Dr Lul Pout Riek, Ms Kyeng Mercy

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Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis by Inyoung Jun, Wooree Choi, Mira Park

“…Several statistical analysis methods have been developed to understand the relationship between multi-block data. In this paper, we will use generalized canonical correlation methodology to analyze multi-block data from the Korean Association Resource project, which has a combination of single nucleotide polymorphism blocks, phenotype blocks, and disease blocks.…”
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How people connect fairness and equity when they talk about data uses by Helen Kennedy, Hannah Ditchfield, Susan Oman, Jo Bates, Itzelle Medina Perea, Monika Fratczak, Mark Taylor

“…As a mechanism for addressing data-related harms, fairness has been subjected to considerable criticism, seen as failing to acknowledge the power relationships that produce said harms, or as a ‘floating signifier’ devoid of specific meaning. …”
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Using LiDAR Data to Assess the Character of Landscape in the Suburban Zone of Poznań by Anna Dudzińska, Anna Gałecka-Drozda, Barbara Szpakowska

“…The aim of the study was to identify, characterize and assess the structure of landscape units based on LiDAR data. The research was conducted in the village of Napachanie, Wielkopolskie Voivodship. …”
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Multiple Description Coding Using Data Hiding and Regions of Interest for Broadcasting Applications by M. Verza, N. Conci, G. Boato, F. G. B. De Natale

“…To demonstrate its effectiveness, the algorithm has been implemented in two different scenarios, using the reference H.264/AVC codec and an MJPEG framework to evaluate the performance in absence of motion-compensated frames on 720p video sequences.…”
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