A Clustering Algorithm Based on the Detection of Density Peaks and the Interaction Degree Between Clusters by Yangming Liu, Jiaman Ding, Hongbin Wang, Yi Du

“…In the partitioning phase, the local densities of the data in all dimensions are calculated using kernel density estimation, the density curves are constructed based on the densities of all the data, and the peaks of the density curves are used as the benchmark to construct a Kd-Tree to search for the data points that are closest to each peak to partition the initial sub-clusters. …”
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Enhancing physician scientists’ skills in Geographic Information Systems: insights from an interactive workshop by Muktar H. Aliyu, Ibraheem M. Karaye, Chelsea van Wyk, Aishatu L. Adamu, Fatimah I. Tsiga-Ahmed, Hafsah B. El Yakubu, Rukayya S. Alkassim, Baba M. Musa, Mahmoud U. Sani, C. William Wester

“…Thirty-three participants were trained in core GIS competencies, including software selection, data visualization and spatial analysis using Quantum GIS (QGIS). …”
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THERMODYNAMIC STUDIES ON THE INTERACTION BETWEEN DODECYL TRIMETHYL AMMONIUM BROMIDE AND HISTONE H A

“…The data are used to determine the free energy from the Wyman binding potential theoretical model, and the enthalp y of interaction from the temperature dependence of the equilibrium constants using the van't Hoff relation. …”
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Design of Interactive Vocal Guidance and Artistic Psychological Intervention System Based on Emotion Recognition by Wenwen Mo, Yuan Yuan

“…This paper uses the vocal music emotion recognition algorithm to first train the interactive recognition network, in which the input is a row vector composed of different vocal music characteristics, and finally recognizes the vocal music of different emotional categories, which solves the problem of low data coupling in the artistic psychological intervention system. …”
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The Interactive Effects of Fat Calorie Proportion Under Different Dietary Calorie Levels on Depression by Chang Jinhe

“…Binary logistic regression was used to study the interactive effects of fat calorie proportion under different dietary calorie levels on depression. …”
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HyperCell: A Bio-inspired Design Framework for Real-time Interactive Architectures by Jia-Rey Chang

“…But, in this research, refers to the use of data storage, parametric design application, and physical computing for developing informed architectural designs. …”
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Quantifying Upper-Arm Rehabilitation Metrics for Children through Interaction with a Humanoid Robot by Douglas A. Brooks, Ayanna M. Howard

“…In addition, incorporating prior knowledge regarding exercise data, physical therapeutic metrics, and novel approaches, a mapping to therapist instructions can be created allowing robotic feedback and intelligent interaction. …”
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IRGL-RRI: interpretable graph representation learning for plant RNA–RNA interaction discovery by Qingquan Liao, Xuchong Liu, Wei Zhao, Yu Tong, Fangzheng Xu, Xinxin Liu, Yifan Chen

“…The model enriches sample information by extracting features of different bases from plant RNA data and reconstructs these features using an algorithmic hierarchy approach to capture more complex patterns. …”
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Clustering, Pathway Enrichment, and Protein-Protein Interaction Analysis of Gene Expression in Neurodevelopmental Disorders by Ruchi Yadav, Prachi Srivastava

“…We have used MeV application to cluster the raw data using distance metric Pearson correlation coefficient. …”
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The effect of education based on interactive augmented reality technology on students' creativity and problem solving by Rahim Moradi, Roghayeh Mohammadi

“…After the end of the sessions in the experimental and control groups, the creativity and problem-solving questionnaire test was again implemented as a post-test on both groups and after collecting the data was analyzed. Descriptive and inferential statistics from SPSS statistical software were used for data analysis. …”
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Community science as a potential tool to monitor animal demography and human-animal interactions by Laëtitia Maréchal, Raul Lobo, Fintan McAdam, Elizabeth Simpson, Josephine Woolston, Mae Stanley, Teresa Romero, Jenny C. Dunn

“…We used a case study of an individually marked population of mute swans Cygnus olor, to test the reliability of community scientist data for quantifying self-reported interactions. …”
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Advancing Nanomedicine Through Electron Microscopy: Insights Into Nanoparticle Cellular Interactions and Biomedical Applications by Akhtar S, Zuhair F

“…Combining electron microscopy with techniques like flow cytometry improves the study of nanoparticle interactions by offering both ultrastructural and quantitative data, enabling accurate analysis of nanoparticle uptake and behavior in cancer cells. …”
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The glycolytic characteristics of hepatocellular carcinoma and its interaction with the microenvironment: a comprehensive omics study by Dan Chen, Dandan Lin, Huling Li, Jiandong Yang, Lei Liu, Hanyuan Zhang, Dandan Tang, Kai Wang

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Transforming digital interaction: Integrating immersive holographic communication and metaverse for enhanced immersive experiences by Saeed Hamood Alsamhi, Farhan Nashwan, Alexey V. Shvetsov

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Ocean Emission Effects on Aerosol-Cloud Interactions: Insights from Two Case Studies by Armin Sorooshian, Hanh T. Duong

“…To address these limitations, a second case was investigated using remote sensing data over the less polluted Southern Ocean region. …”
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Untangling the Furball: A Practice Mapping Approach to the Analysis of Multimodal Interactions in Social Networks by Axel Bruns, Kateryna Kasianenko, Vish Padinjaredath Suresh, Ehsan Dehghan, Laura Vodden

“…This article introduces the analytical approach of practice mapping , using vector embeddings of network actions and interactions to map commonalities and disjunctures in the practices of social media users, as a framework for methodological advancement beyond the limitations of conventional network analysis and visualization. …”
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Performance of Apriori Algorithm for Detecting Drug–Drug Interactions from Spontaneous Reporting Systems by Yajie He, Jianping Sun, Xianming Tan

“…A real-world application using 2024 VAERS data further illustrates the consequences of unmeasured bias, including a potentially spurious association between COVID-19 vaccination and infection. …”
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Trends in the use and nonmedical use of sedatives-hypnotics in the population aged 12 to 64 years in Taiwan: a comparative analysis of the national surveys in 2014 and 2018 by Wei-Yi Tsay, Lian-Yu Chen, Shang-Chi Wu, Po-Chang Hsiao, Te-Tien Ting, Cheng-Fang Yen, Shu-Sen Chang, Chung-Yi Li, Hao-Jan Yang, Chia-Feng Yen, Chuan-Yu Chen, Jiun-Hau Huang, Yu-Kang Tu, Wei J. Chen

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Determination of dominant frequency of resting-state brain interaction within one functional system. by Yu-Jin Zhang, Lian Duan, Han Zhang, Bharat B Biswal, Chun-Ming Lu, Chao-Zhe Zhu

“…In this study, we first quantitatively evaluated the interferences of multiple systemic physiological noises and the motion artifact by using simulated data. We then proposed a functional system dependent and frequency specific analysis method to solve the problem by introducing anatomical priori information on the functional system of interest. …”
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Structure-Based Deep Learning Framework for Modeling Human–Gut Bacterial Protein Interactions by Despoina P. Kiouri, Georgios C. Batsis, Christos T. Chasapis

“…<b>Methods:</b> This study presents a deep learning-based framework for predicting PPIs between human and gut bacterial proteins using structural data. The framework leverages graph-based protein representations and variational autoencoders (VAEs) to extract structural embeddings from protein graphs, which are then fused through a Bi-directional Cross-Attention module to predict interactions. …”
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