The Effect of Data Conversion Methods (Naive Bayes, C5.0 & Support Vector Machine) on the Performance of Classification Algorithms in Data Mining by Hussein Ali Attallah, Ahmed Al-Asadi, Doctor, Sadeer Sadeq

“…It was aimed to examine the effects of data transformation on naive Bayes (NB), C5.0 and support vector machines (SVM) by applying minimum-maximum and z-score normalisation and equal width and equal frequency spacing discrimination methods to different types of data produced by simulation. …”
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(Re)mobiliser les acteurs autour d’un projet de territoire : un enjeu de méthode et de medium by Elsa Vivant

“…The article will show how the attention paid to the method redefines the objectives of the process: from the remobilization of local actors to the projection into a future to be made. …”
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A scoping review using social network analysis techniques to summarise the prevalance of methods used to acquire data for athlete survelliance in sport by Watson P. J., Fieldsend J. E., Stiles V.H.

“…This scoping review provides coaches, sport-scientists and researchers with a data-driven visual resource to aid the selection of methods of acquiring data from athletes in all categories of sport relative to logistical circumstances. …”
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Exploring the Potential of Electroencephalography Signal–Based Image Generation Using Diffusion Models: Integrative Framework Combining Mixed Methods and Multimodal Analysis by Chi-Sheng Chen, Shao-Hsuan Chang, Che-Wei Liu, Tung-Ming Pan

“…ObjectiveThe primary goal of this study was to extend EEG-based classification to image generation, addressing the limitations of previous methods and unlocking the full potential of EEG for image synthesis. …”
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A rapid review of adolescent engagement in massive open online courses (MOOCS) in health and education: Content, engagement strategies and evaluation methods by Putu Novi Arfirsta Dharmayani, Allyson R. Todd, Jennifer Dam, Josephine Y. Chau, Sara Wardak, Katrina E. Champion, Seema Mihrshahi, Stephanie R. Partridge

“…A narrative synthesis method was used to summarise findings based on the following themes: topics covered in MOOCs, engagement strategies and MOOC content, and evaluation methods.Results Twenty-three studies were included in this review, with six health-related topics. …”
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Methods of Increasing the Reliability of the Received Data of the Photon Counter Based on the Analysis of the Pulse Counting Rate During the Transmission of Binary Symbols «0»... by A. M. Timofeev

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Stop to smell the virtual roses: a mixed-methods pilot study on the impact of multisensory virtual reality nature experiences on feelings of relaxation by Marilia Karla Soares Lopes, Belmir Jose De Jesus, Olivier Manuel Rosanne, Susanna Pardini, Lora Appel, Lora Appel, Lora Appel, Christopher Smith, Christopher Smith, Tiago Henrique Falk

“…IntroductionThis study aimed to investigate the psychological and physiological impacts of audio-visual (AV) and audio-visual-olfactory (AVO) stimuli within an immersive virtual nature environment.MethodsTwenty-two nurses from the mental health in-patient ward of a Canadian hospital participated in the study. …”
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Determination of the tangential component of cutting resistance during frozen sedimentary rock cutting using blocked, deeply blocked and cell cutting methods by Stanislav A. Shemyakin, Evgenii A. Shishkin

“…The numerical explanation of the choice of cell cutting in relation to blocked and deeply blocked cutting is given. For all three methods of cutting, under equal geometrical parameters of the cutting tool and the physical and mechanical properties of the frozen rock, the numerical value of the tangential component of cutting resistance is obtained. …”
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On the applicability of semi-empirical methods for calculating the operating processes of a single-stage long-stroke reciprocating compressor in the sphere of wet steam by V. L. Yusha

“…The issues of applicability of well-known semi-empirical methods for calculating the operating processes of low-speed reciprocating compressors for the theoretical study of these processes in the field of wet steam are considered. …”
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Impact and feasibility of a tailor-made patient communication quality improvement programme for hospital-based physiotherapists: a mixed-methods study by Thomas J Hoogeboom, Rudi A Steenbruggen, Marjo Maas, Paul Brand, Philip van der Wees, Linda AG van Heusden-Scholtalbers

“…Background In tailoring a quality improvement programme for hospital-based physiotherapy, the original use of video recordings was replaced by using the tracer methodology.Objective To examine the impact of a tailor-made quality improvement programme addressing patient communication on the professional development of hospital-based physiotherapists, and to evaluate barriers and facilitators as determinants of feasibility of the programme.Methods A mixed-methods study was conducted. Participants were clustered in groups per hospital and linked with an equally sized group in a nearby hospital. …”
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Do education and use of family planning methods empower women? Evidence from the Nepal Demographic Health Survey (NDHS) 2016 and 2022 by Yogendra B Gurung, Kamala Lamichhane, Bidhya Shrestha, Tara Lal Shrestha, Rita Karki, Sharadha Hamal

“…Objectives To assess how education and the use of family planning methods intersect to influence women’s empowerment among currently married women of reproductive age in Nepal.Design, setting and participants The study analysed a combined weighted sample of 21 023 currently married women in the age group (15–49 years) using data sets of two cross-sectional Nepal Demographic and Health Survey (NDHS). …”
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“A good physician works full-time?” – a mixed-methods study on (mis)conceptions about part-time work in hospitals by Barbara Jarmila Germann, Julia Frey, Alain Soltermann, Janna Küllenberg

“…This study aims to examine the attitudes of hospital physicians across various specialties and positions towards part-time employment, and to identify factors that hinder or facilitate the successful implementation of part-time arrangements in hospital settings. METHODS: We conducted an exploratory mixed-method study, combining a qualitative interview study with reflexive thematic analysis of 19 participants, and an online quantitative survey of 553 physicians. …”
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Access, inequalities and annual health checks (AHCs) for adults living with severe mental illness in the UK: a mixed-methods systematic review by Karina Lovell, Chunhu Shi, Rathi Ravindrarajah, Gill Norman, Elinor Hopkin, Janine Owens, Penny E Bee

“…Objectives Individuals living with severe mental illness (SMI) are at a significantly higher risk of mortality. This mixed-methods systematic review identifies and explores factors, including access inequalities to annual health checks (AHCs), for people living with SMI sharing protected characteristics in the UK, as identified in Core20PLUS5.Design Mixed-methods systematic review.Data sources MEDLINE, EMBASE, PsycINFO, CINAHL, ASSIA, Google Scholar and the grey literature were searched from 1 January 2004 to 30 January 2025.Eligibility criteria Inclusion criteria were adults >18 years of age living with SMI. …”
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The Effects of Active Teaching and Learning Methods on The Pupils' Academic Performance in Four Selected Primary Schools in Bugamba Sub-County in Rwampara District. by Ampurire, Motion

“…The study examined effects of active teaching and learning methods on the pupils' academic performance in four selected primary schools of Bugamba sub county Rwampara district following the study objective which included to find out factors that influence active teaching and learning methods on the pupils' academic performance in primary schools of Bugamba sub county Rwampara district, to find out whether teachers apply or use active teaching and learning methods in primary schools of Bugamba sub county Rwampara district and to establish a relationship between active teaching learning methods and pupils' academic performance in primary schools of Bugamba sub county Rwampara district. …”
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Analysis of Splicing Manipulation in Digital Images using Dyadic Wavelet Transform (DyWT) and Scale Invariant Feature Transform (SIFT) Methods by Zumratul Muhidin, Muh. Nasirudin Karim, Muhamad Masjun Efendi

“…However, this can lead to negative impacts, including visual deception. This research aims to detect splicing type image manipulation using Dyadic Wavelet Transform (DyWT) and Scale Invariant Feature Transform (SIFT) methods. …”
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REAL-TIME ELASTOGRAPHY AND ITS CLINICAL APPLICATION COMPARED WITH OTHER METHODS FOR EVALUATION OF THE LIVER FIBROSIS DEGREE IN PATIENTS WITH CHRONIC HEPATITIS C by M. A. Belopolskaya, V. Yu. Avrutin, O. D. Denisova, E. V. Lichnaya, E. Yu. Yushina, S. I. Gurina, A. V. Dmitriev, A. A. Yakovlev

“…Due to the possibility to visualize a larger area under study, the RTE method has clear advantages in evaluating the degree of fibrosis in liver tissue in patients with focal changes in the liver. …”
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Feature-based ensemble modeling for addressing diabetes data imbalance using the SMOTE, RUS, and random forest methods: a prediction study by Younseo Jang

“…Purpose This study developed and evaluated a feature-based ensemble model integrating the synthetic minority oversampling technique (SMOTE) and random undersampling (RUS) methods with a random forest approach to address class imbalance in machine learning for early diabetes detection, aiming to improve predictive performance. …”
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Performance of Dental Students in Understanding and Retention of Oral Pathology Concepts: A Comparative Analysis of Traditional versus Live-Field Teaching Methods by Anitha Salian, Swathi Sanal Kumar, Srikant Natarajan, Amitha J. Lewis, Nidhi Manaktala, Dilip G Naik, Karen Boaz, Nandita KP, Shweta Yellapurkar

“…Understanding oral aspects of pathology by traditional techniques has always been a paradigm in the field of dental education. Traditional methods of teaching include interaction using black board, projectors, and alternate methods of teaching such as a student-centered approach where live-field demonstrations, audio visual aids, and student interaction are also gaining importance, ultimately promoting active education. …”
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Predicting Methods for Analyzing Data on Fatal Outcome Possibility in the Combination of Acute Coronary Syndrome and Atrial Fibrillation According to the Krasnodar Region Registry by Z. G. Tatarintseva, E. D. Kosmacheva, S. V. Kruchinova, V. A. Akinshina, A. A. Khalafyan

“…In this regard, there is great interest in developing models of risk stratification to identify adverse outcomes in these patients with a view to more careful monitoring of patients in this group.Material and methods. For the construction of predictive models, a statistical method was used for the classification trees and, the procedure for neural networks implemented in the STATISTICA package. …”
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User-centred design of ChestCare: mHealth app for pulmonary rehabilitation for patients with COPD; a mixed-methods sequential approach by Suad J. Ghaben, Arimi Fitri Mat Ludin, Nazlena Mohamad Ali, Devinder Kaur Ajit Singh

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