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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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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Person identification using novel local triangular binary pattern-based texture descriptor by Arti Tekade, T. Vijayan, B. Karthik, Anurag Mahajan

“…The performance of the proposed descriptor is assessed using different machine learning classifiers such as K-nearest neighbor (KNN), support vector machine (SVM), radial basis function-SVM (RBF-SVM), classification tree (CT), and random forest (RF) for authentication of the 20 users based on hand radiographs. …”
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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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Assessing the potential causal effects of 1099 plasma metabolites on 2099 binary disease endpoints by Xianyong Yin, Jack Li, Debraj Bose, Jeffrey Okamoto, Annie Kwon, Anne U. Jackson, Lilian Fernandes Silva, Anniina Oravilahti, Xiaomeng Chu, Heather M. Stringham, Lei Liu, Ruyi Peng, Zhijie Xia, Samuli Ripatti, Mark Daly, Aarno Palotie, Laura J. Scott, Charles F. Burant, Eric B. Fauman, Xiaoquan Wen, Michael Boehnke, Markku Laakso, Jean Morrison

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Efficacy and safety of 3CL protease inhibitors in patients with mild or moderate COVID-19: a systematic review and meta-analysis of randomized controlled trials by Nicole Jean Lee, Eric Shih Katsuyama, Christian Ken Fukunaga, Wilson Falco Neto, Ana Carolina Covre Coan, Hilaria Saugo Faria, Eduardo Alexandrino Medeiros

“…However, given the SARS-CoV-2 random mutations, 3CL protease inhibitors have been studied in recent randomized controlled trials. …”
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Difference Measure for Controlled Random Tests by V. N. Yarmolik, V. V. Petrovskaya, M. A. Shauchenka

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Optically coupled bilayered disordered system for spatially controllable dual band random lasing and random number generation by Ashim Pramanik, Marco Reale, Laureline Roffi, Simonpietro Agnello, Marco Cannas, Partha Kumbhakar, Pathik Kumbhakar, Alice Sciortino, Fabrizio Messina

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Novel delayed binary time-series pattern based machine learning techniques for stock market forecasting by Zeqiye Zhan, Song-Kyoo Kim

“…This study proposes an innovative machine learning technique for stock market forecasting that leverages delayed binary time-series patterns to enhance prediction accuracy. …”
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Improved Quantum Query Upper Bounds Based on Classical Decision Trees by Arjan Cornelissen, Nikhil S. Mande, Subhasree Patro

“…We also show a polynomial separation between rank and randomized rank for the complete binary AND-OR tree. …”
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Quantum proof biometric authentication framework using binary lattices and homomorphic encryption for secure cancelable templates by S. Aarthi, K. Geetha, N. Sasikaladevi

“…The proposed AEGIIS (Quantum-proof Biometric Authentication: A FramEwork UtilizinG BInary Lattices and HomomorphIc Encryption for Cancelable TemplateS) secures an individual’s biometric templates through efficient arithmetic operations on binary lattices and homomorphic encryption, utilizing random noise polynomials with uniform distribution. …”
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BBDetector: Intelligent border binary detection in IoT device firmware based on a multidimensional feature model. by Shudan Yue, Guimin Zhang, Qingbao Li, Wenbo Zhang, Xiaonan Li, Weihua Jiao

“…Additionally, BBDetector detected 3.25 times and 2.23 times more border binaries in Dataset II than did the state-of-the-art tools Karonte and SaTC, respectively. …”
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Comprehensive Feature-Driven PCOS Predictor: A Reinforcement Learning-Based Binary Equilibrium Optimization Approach by S. Reka, T. Suriya Praba, Krishna Kumar Manchala, Anna Venkateswarlu

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