Data Mining Techniques for Iraqi Biochemical Dataset Analysis by Sarah Sameer, Suhad Faisal Behadili

“…Then the preprocessing step performed, to make the dataset analyzable by supervised techniques such as Linear Discriminant Analysis (LDA), Classification And Regression Tree (CART), Logistic Regression (LR), K-Nearest Neighbor (K-NN), Naïve Bays (NB), and Support Vector Machine (SVM) techniques. …”
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Predicting Employee Turnover Using Machine Learning Techniques by Adil Benabou, Fatima Touhami, My Abdelouahed Sabri

“…After data preprocessing and splitting into training and test sets, the models are evaluated on metrics including accuracy, precision, recall, F1 score and AUC. …”
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Comparative Study of Behavior Management Techniques in Pediatric Dentistry by Saud Hamdan Almaeen, Mohammad Khursheed Alam, Haya Okab Alruwaili, Buthainah Saleh Alshammri

“…This study aims to compare the effectiveness of these behavior management techniques in achieving successful treatment outcomes. …”
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Diagnosing Gingiva Disease Using Artificial Intelligence Techniques by Rana Khalid Sabri, Lujain Younis Abdulkadir, AbdulSattar Mohammed Khidhir, Hiba Abdulkareem Saleh

“…Surpassing other models in precision and recall metrics. Pre-processing techniques such as normalization using the CIELAB color space and data augmentation significantly enhanced model accuracy. …”
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Detection and Identification of Dental Caries Using Segmentation Techniques by Noor A. Ibraheem

“…While the MSS-KM method still has value, particularly for traditional segmentation techniques, the model showed strong potential for practical use in clinical settings. …”
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The Technique for the Development of Basic Preschool Teacher and Parental Competencies by V. B. Veretennikova, O. F. Shikhova, Yu. A. Shikhov

“…The authors designed a “reference” thesaurus, which is a hierarchical set of interrelated competencies, needed by each member of the interaction for the full development of a young child. …”
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Vibrational Biospectroscopy in the Clinical Setting: Exploring the Impact of New Advances in the Field of Immunology by Siddarth Kannan, Emma L. Callery, Anthony W. Rowbottom

“…There is currently a gap between the advancement of scientific knowledge on cellular and molecular pathways and the development of novel techniques capable of detecting subtle cellular changes associated with disease. …”
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Neutrosophic Set and Machine Learning Model for Identifying Botnet Attacks on IoT Effectively by Wasal S AL-Bash AL-Azzawi, Hassan W. Hilou, Nawfal H. warush, Hasan Meslmani, Ahmed A El-Douh, Ahmed Abdelhafeez

“…The goal of the study is to help solve the issue of WSN and IoT security in general. The neutrosophic set is used in this study to overcome uncertainty information. …”
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STrXL: Approximating Permutation Invariance/Equivariance to Model Arbitrary Cardinality Sets by Kendra Givens, David Ludwig, Joshua Phillips

“…Current deep-learning techniques for processing sets are limited to a fixed cardinality, causing a steep increase in computational complexity when the set is large. …”
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Nonparametric Bootstrap Likelihood Estimation to Investigate the Chance Set-Up on Clustering Results by Ammar Elnour, Wencheng Yang, Yan Li

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On Explainability of Cluster Prototypes with Rough Sets: A Case Study in the FMCG Market by Grzegorowski Marek, Janusz Andrzej, Marcinowski Łukasz, Skowron Andrzej, Ślęzak Dominik, Śliwa Grzegorz

“…This research puts forward a new approach to effective supply management by utilizing rough sets (RST), distance-based clustering, and dimensionality reduction techniques. …”
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Focusing on the Golden Ball Metaheuristic: An Extended Study on a Wider Set of Problems by E. Osaba, F. Diaz, R. Carballedo, E. Onieva, A. Perallos

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Evaluation of the seafloor structural setting of Alamein New City offshore area, Egypt by Amr Z. Hamouda, Mohamed M. Gobashy, Khaled S. Soliman, Mohamed A. Nassar, Suzan M. El-Gharabawy

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A study of Mandelbrot and Julia Sets via Picard-Thakur iteration with s-convexity. by Bashir Nawaz, Krzysztof Gdawiec, Kifayat Ullah, Maggie Aphane

“…Nowadays, many researchers are employing various iterative techniques to analyse the dynamics of fractal patterns. …”
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A GROUP DECISION MAKING METHOD BASED ON TOPSIS UNDER FUZZY SOFT ENVIRONMENT by Selim Eraslan, Faruk Karaaslan

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Deriving a measure for the environmental quality of life of an ultra-dense urban setting by Si Chen

“…The findings present valuable insights for policymakers and urban planners aiming to enhance the environmental quality of ultra-dense urban settings.…”
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Belief and Plausibility Measures on Intuitionistic Fuzzy Sets with Construction of Belief-Plausibility TOPSIS by Miin-Shen Yang, Zahid Hussain, Mehboob Ali

“…There are several generalizations of DST to fuzzy sets proposed in the literature. But, less generalization of DST to intuitionistic fuzzy sets (IFSs), that can somehow present imprecise information better than fuzzy sets, was proposed. …”
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An Application of Site Selection for Solid Waste Management System Using Neutrosophic Set by A.Savitha Mary, D. Sarukasan, C. Kayelvizhi, L. Jethruth Emelda Mary, F. Josephine Daisy, K. Pitchaimani

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MaGIC: a program to generate targeted marker sets for genome-wide association studies by Claire L. Simpson, Valerie K. Hansen, Pak C. Sham, Andrew Collins, John F. Powell, Ammar Al-Chalabi

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Modified Method to Detect PCR Products by 5′Nuclease Activity and an Asymmetric Fluorogenic Probe Set by Kai Koo, Lee-Ann Jaykus

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