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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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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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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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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THE EXPLOITATION STATUS OF WORKING SCHOOL-AGE CHILDREN IN INDONESIA: A MULTILEVEL BINARY LOGISTIC REGRESSION ANALYSIS by Setiawan Ariansyah, Tiodora Hadumaon Siagian

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A correlation-based binary particle swarm optimization method for feature selection in human activity recognition by Huaijun Wang, Ruomeng Ke, Junhuai Li, Yang An, Kan Wang, Lei Yu

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Novel Hybrid Feature Selection Using Binary Portia Spider Optimization Algorithm and Fast mRMR by Bibhuprasad Sahu, Amrutanshu Panigrahi, Abhilash Pati, Manmath Nath Das, Prince Jain, Ghanashyam Sahoo, Haipeng Liu

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A comparative study of machine learning and deep learning models in binary and multiclass classification for intrusion detection systems by Ayesha Alharthi, Meera Alaryani, Sanaa Kaddoura

“…Preprocessing steps included normalization, label encoding, and a 70:10:20 train-validation-test split. Seven models, Random Forest, Decision Tree, K-Nearest Neighbors, XGBoost, Convolutional Neural Network, Gated Recurrent Unit, and Long Short-Term Memory, were trained and evaluated using precision, recall, and F1-score. …”
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Inference in skew generalized t-link models for clustered binary outcome via a parameter-expanded EM algorithm. by Chénangnon Frédéric Tovissodé, Aliou Diop, Romain Glèlè Kakaï

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MbGWO-SFS: Modified Binary Grey Wolf Optimizer Based on Stochastic Fractal Search for Feature Selection by El-Sayed M. El-Kenawy, Marwa Metwally Eid, Mohamed Saber, Abdelhameed Ibrahim

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Digital Spectral Analysis by means of the Method of Averag Modified Periodograms Using Binary-Sign Stochastic Quantization of Signals by V. N. Yakimov

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Design of Controlled Random Tests with the Given Hamming Distance by V. N. Yarmolik, D. V. Demenkovets, V. A. Levantsevich, V. V. Petrovskaya

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IMPACT OF BRASSINOLIDE, NANO-SILICON, AND MYCORRHIZAE ON THE NUTRIENT COMPOSITION AND PRODUCTIVITY OF OLIVE TREES BASHIKA CV by Esraa AL-Jaleely, Ayad Alalaf, Suliman Kako

“…The experiment used a Randomized Complete Block Design (R.C.B.D) with three factors, three replicates, and one tree per experimental unit. …”
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A Comparison of Binary and Integer Encodings in Genetic Algorithms for the Maximum <i>k</i>-Coverage Problem with Various Genetic Operators by Yoon Choi, Jingeun Kim, Yourim Yoon

“…The performances of the GAs with various crossover and repair operators were also compared for each encoding type through experiments. In binary encoding, the combination of uniform crossover and random repair improved the average objective value by up to 3.24% compared to one-point crossover and random repair across the tested instances. …”
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Vapor-Liquid-Liquid Equilibrium of Methanol, Cyclohexane, and Hexane Systems at 0.1 MPa: Binary and Ternary Phase Behavior Analysis by Q.F. Gillani, P. Askar, A. Ospanova, M.A. Jamali, N. Nuraje

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