Search Results - data processing methods

Efficient Exploratory Searches With an Incremental R-Tree Under Oscillating Workloads by Mustafa Utku Kalay

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The Process of Constructing the Female Self in Family: Rethinking About Sacricity of Family and Indecency of Divorce (Case Study of Women from University of Tehran) by Zahra Aghajani, Jahangir Jahangiri, abdolali lahsaeizadeh

“…We work with 21 middle class women who educated in social sciences. Our method is Grounded Theory for understanding the “process of constructing Identity”, but during our research we faced with troubles arised from its methodological requirements and assumptions, which was an obstacle to the realistic interpretations of the data. …”
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Association Between Sleep Quality and Self-Efficacy Trajectories Among Pregnant Women: A Parallel Process Latent Growth Curve Model by Mei X, Li Y, Wu X, Liang M, Chen Q, Kang L, Ye Z

“…Latent profile analysis and parallel process latent growth curve modeling were employed for data analysis.Results: Poorer initial sleep quality negatively predicted initial self-efficacy (β=− 0.459, P< 0.05) but positively predicted self-efficacy growth rate (β=0.383, P< 0.05). …”
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NLP-like deep learning aided in identification and validation of thiosulfinate tolerance clusters in diverse bacteria by Brendon K. Myers, Anuj Lamichhane, Brian H. Kvitko, Bhabesh Dutta

“…This work demonstrates the potential of these techniques to simplify the identification process and enhance the applicability of biological data in real-world scenarios.IMPORTANCEThiosulfinates, like allicin, are potent antifeedants and antimicrobials produced by Allium species and pose a challenge for phytopathogenic bacteria. …”
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Typology of Semantic Relations Extracted by the Instrument RusVectōrēs by M. K. Timofeeva

“…The novelty of the research is seen in the fact that the problem concerning typology of semantic relations extractable on the base of distributional semantics - that is the method that uses automatic processing of big textual data without taking into account linguistic information - is posed for the first time. …”
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Strategic Efforts to Enhance the Mudharabah Financing Portfolio at PT Bank Sumut Syariah Medan through the Analytic Network Process (ANP) Approach by Ririn Anjani Rangkuti, Yenni Samri Juliati Nasution, Tuti Anggraini

“…This study aims to formulate strategies to enhance the mudharabah financing portfolio at PT Bank Sumut Syariah in Medan using the Analytic Network Process (ANP) method. Data were collected through in-depth interviews with experts, regulators, and practitioners involved in mudharabah financing. …”
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Human inspired deep learning to locate and classify terrestrial and arboreal animals in thermal drone surveys by Kal Backman, Jared Wood, Maquel Brandimarti, Chad T. Beranek, Adam Roff

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Software Methodology for Data Control and Collection for Autonomous Monitoring Systems with a Large Amount of Generated Information on the Example of Software for a Hydrological Ra... by I. S. Serdiukov, V. I. Veremyev, Van Tuan Nguyen

“…In some applications, such a flow is redundant and can be optimized through the use of various algorithms for the primary processing of information. However, in some applications, reducing the data flow is impossible, since the received information is processed with a delay. …”
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The Efficacy of Fluvoxamine in Preventing the Aging Process of Mouse Neural Stem Cells in a Di-galactose-Induced Model in a Culture Medium by M Jafari Barmak, S Bagheri, A Ghanbari, S Javedansirat

“…Methods: The present experimental study was conducted in 2023. …”
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Neuroadaptive changes in brain structural–functional coupling among pilots by Xi Chen, Qingbin Meng, Qingsong Song, Peiran Xu, Shicong Zhang, Donglin Huang, Qi Chu, Jiamin Fan, Cheng Luo, Xiuyi Li

“…However, prior research has predominantly focused on identifying structural and functional differences in the brain, while the relationship between structure and function remains insufficiently elucidated.MethodsThis study collected T1-weighted structural magnetic resonance imaging (MRI), resting-state functional MRI (rs-fMRI), and diffusion tensor imaging (DTI) data from 47 pilots and 38 matched controls. …”
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Developing a screening tool and intervention strategy for elder neglect in persons with dementia in primary care: protocol to use a multistep process by Sophie Park, Tony Rosen, Alyssa Elman, Karl Pillemer, Mark S Lachs, E-Shien Chang, Jerad Moxley, Daniel Baek, Elaine Gottesman, Amy Shaw, David Hancock, Kristin Lees Haggerty, Helena Costantini, Mariana Cury Hincapie, Marco Ceruso, Adrienne D Jaret, David Burnes, Sara Czaja

“…We plan to: (1) develop a novel primary care screening tool to identify elder neglect in persons with dementia, (2) develop an innovative technology-driven intervention for caregivers and (3) pilot both for feasibility and acceptability in primary care.Methods and analysis We will use a multistep process to develop a screening tool, including a modified Delphi approach with experts, and multivariable analysis comparing confirmed cases of neglect in patients with dementia from the existing data registry to non-neglected controls. …”
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Multi-behavioral job recommendation integrating knowledge graph by Bin LIU, Xiaoyu LEI, Gege LIU, Shiyuan ZHAN, Xin GAO, Xiaoyan YANG

“…This method constructed a knowledge graph of job seeking based on real job data,and proposed a multi behavior preference propagation strategy based on preference propagation theory. …”
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n-gram-based approach to composer recognition by Jacek WOŁKOWICZ, Zbigniew KULKA, Vlado KEŠELJ

“…This paper describes how tools provided by Natural Language Processing and Information Retrieval can be applied to music. …”
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Fault Detection of Cyber-Physical Systems Using a Transfer Learning Method Based on Pre-Trained Transformers by Pooya Sajjadi, Fateme Dinmohammadi, Mahmood Shafiee

“…As industries become increasingly dependent on cyber-physical systems (CPSs), failures within these systems can cause significant operational disruptions, underscoring the critical need for effective Prognostics and Health Management (PHM). The large volume of data generated by CPSs has made deep learning (DL) methods an attractive solution; however, imbalanced datasets and the limited availability of fault-labeled data continue to hinder their effective deployment in real-world applications. …”
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Optimal Realtime Toolpath Planning for Industrial Robots with Sparse Sensing by Enkhsaikhan Boldsaikhan, Cole Birney

“…Non-contact surface processing does not involve direct contact between the tool and a worksurface. …”
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Development of the concept-process model and metacognition via FAR analogy-based learning approach in the topic of metabolism among second-year undergraduates by Handee Witawas, Thammaprateep Jurarat, Suwanjinda Duongdearn

“…This study aims to compare students’ ability to construct concept-process models before and after participating in analogy-based learning using the Focus-Action-Reflection (FAR) method on the topic of metabolism. …”
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Harmonizing Rigor, Relevance, and Insight: A Mixed Inductive Approach for Qualitative Analysis With the Gioia Methodology and the GABEK® Method by Konrad Kressmann, Julia Mueller-Seeger

“…Qualitative research is currently engaged in a significant debate regarding the balance between rigor and relevance within the field of organizational studies, emphasizing the need for flexible methodologies to capture the complexity of real-world practices while maintaining structured analysis processes. This paper focuses on the integration of the GABEK® Method and the Gioia Methodology, both employing inductive reasoning, Gestalt Theory, and Grounded Theory while possessing distinct characteristics that can complement each other to overcome shortcomings within one method. …”
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Methods of determination of spatial distribution of minor-amplitude faults and fissures in thin-layered coal-bearing geological medium by D.M. Gryn

“…Special feature of temporal data of LDF is in the point that the identifiers of discordant occurrence of reflecting margins are their absorbing properties. …”
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A Flexible and Configurable System to Author Name Disambiguation by Natan de Souza Rodrigues, Celia Ghedini Ralha

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Long-Duration Optical Pulse Shaping and Complex Coding on SOI by H. P. Bazargani, M. Burla, Z. Chen, F. Zhang, L. Chrostowski, J. Azana

“…This paper evaluates novel design strategies to enhance the performance of a recently proposed waveguide-based pulse-shaping method, i.e., discrete space-to-time mapping (D-STM), demonstrating the capability of the method to shape pulse waveforms with duration periods in the tens of picoseconds regime. …”
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