Simple definition of error probability at binary signaling over generalized channels by V. P. Tuzlukov

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Cleaning images from impulse noise in a binary symmetrical channel by A. R. Orazaev

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Binary Classification of Customer’s Online Purchasing Behavior Using Machine Learning by Ahmad Aldelemy, Raed A. Abd-Alhameed

“…Our methodology includes data analysis, transformation, training, and testing machine learning classifiers such as Naïve Bayes, Decision Trees, Random Forests, Support Vector Machines, Logistic Regression, Artificial Neural Networks, AdaBoost, and Gradient Descent. …”
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Dissimilarity measures based on the application of Hamming distance to generate controlled probabilistic tests by V. N. Yarmolik, V. V. Petrovskaya, N. A. Shevchenko

“…Accordingly, the computational complexity for all three options is comparable and does not exceed 3n comparison operations. …”
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Machine Learning Predictors for Min-Entropy Estimation by Javier Blanco-Romero, Vicente Lorenzo, Florina Almenares Mendoza, Daniel Díaz-Sánchez

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Flowsheets for hydroxyacetone–phenol binary mixture separation: The use of special distillation methods by I. S. Gaganov, E. V. Rytova, A. K. Frolkova

“…To study the possibility of hydroxyacetone–phenol binary mixture (a constituent of a mixture of phenol production by the cumene method) separation in flowsheets based on the use of distillation special methods. …”
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Asymptotic behavior of the empirical checkerboard copula process for binary data: An educational presentation by Christian Genest, Johanna G. Nešlehová

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Transformer-Based Vulnerability Detection in IoT Firmware Binaries Using Opcode Sequences by M. Nandish, Jalesh Kumar, H. G. Mohan, M. V. Manoj Kumar

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Evaluating Binary Classifiers for Cardiovascular Disease Prediction: Enhancing Early Diagnostic Capabilities by Paul Iacobescu, Virginia Marina, Catalin Anghel, Aurelian-Dumitrache Anghele

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Comprehensive Evaluation of Bankruptcy Prediction in Taiwanese Firms Using Multiple Machine Learning Models by Hung V. Pham, Tuan Chu, Tuan M. Le, Hieu M. Tran, Huong T.K. Tran, Khanh N. Yen, Son V. T. Dao

“…This study developed an advanced bankruptcy prediction model using Support Vector Machines (SVM), Random Forest (RF), and Artificial Neural Network (ANN) algorithms based on datasets from the UCI machine learning repository. …”
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Hunting for High-mass X-Ray Binaries in the Galactic Center with NuSTAR by Shifra Mandel, Julian Gerber, Kaya Mori, Ceaser Stringfield, Mabel Peñaherrera, Charles J. Hailey, Alan Du, Jonathan Grindlay, JaeSub Hong, Gabriele Ponti, John A. Tomsick, Maureen van den Berg

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A Novel Improved Binary Optimization Algorithm and Its Application in FS Problems by Boyuan Wu, Jia Luo

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A stacked ensemble approach to detect cyber attacks based on feature selection techniques by Wahida Ferdose Urmi, Mohammed Nasir Uddin, Md Ashraf Uddin, Md. Alamin Talukder, Md. Rahat Hasan, Souvik Paul, Moumita Chanda, John Ayoade, Ansam Khraisat, Rakib Hossen, Faisal Imran

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Analysis of Randomization Capacity in Quantum Noise Randomized Cipher System by Mingrui Zhang, Shuang Wei, Yuang Li, Yajie Li, Yongli Zhao, Jie Zhang

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Longitudinal Joint Modelling of Binary and Continuous Outcomes: A Comparison of Bridge and Normal Distributions by Payam Amini, Geert Verbeke, Farid Zayeri, Hossein Mahjub, Saman Maroufizadeh, Abbas Moghimbeigi

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On Hierarchical Bayesian Spatial Small Area Model for Binary Data under Spatial Misalignment by Kindie Fentahun Muchie, Anthony Kibira Wanjoya, Samuel Musili Mwalili

“…In this study, we developed non-trivial extension of existing hierarchical Bayesian model for a binary outcome variable under spatial misalignment with three contributions. …”
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Factors Affecting Home Injuries in Older Adults: An Analysis Using Binary Logistic Regression by Mehdi Abbasian, Homayoun Sadeghi‐bazargani, Hossein Matlabi, Naser Havaei, Mina Hashemiparast, Hamid Allahverdipour

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Double weighted k nearest neighbours for binary classification of high dimensional genomic data by Amjad Ali, Zardad Khan, Hailiang Du, Saeed Aldahmani

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An efficient binary salp swarm algorithm for user selection in multiuser MIMO antenna systems by A. Sasikumar, Logesh Ravi, Malathi Devarajan, Abdulaziz S. Almazyad, Shuvodeep De, Guojiang Xiong, Seyed Jalaleddin Mousavirad, Ali Wagdy Mohamed

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Yield and Some Quality Properties of Binary Alfalfa-Grass Mixtures in Different Mixture Ratios by Osman Yüksel, Cahit Balabanlı

“…In the study, alfalfa was planted as a binary mixture with perennial ryegrass (Lolium perenne L.), orchardgrass (Dactylis glomerata L.), meadow fescue (Festuca pratensis Huds.), and smooth bromegrass (Bromus inermis Leyss.) in a randomized block design with three replications. …”
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