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Securing and optimizing optical transmission in quantum wells using OAM and advanced modulation techniques
Published 2025-08-01“…The Quantum Well Structure with Injection Locking Synchronization (QWS-ILCS) algorithm is proposed to improve the security of the transmission system. …”
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SYNTHESIS OF THE TECHNICAL CONTROL SYSTEMS WITH VARIABLE STRUCTURE
Published 2016-12-01“…The recommendation of modification of Demark trends algorithm by means of the sliding Yazvinsky's window and a method of self-organization for increase of accuracy of creation of a predictive model of damage is made. …”
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A Bionic Goal-Oriented Path Planning Method Based on an Experience Map
Published 2025-05-01“…Our experimental validation demonstrates the method’s effectiveness in experience sequence prediction and goal-oriented global path planning. The comparative results highlight its superior performance over traditional Dijkstra’s algorithm, particularly in terms of adaptability to environmental changes and computational efficiency in optimal global path generation.…”
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Application of machine learning and neural network models based on experimental evaluation of dissimilar resistance spot-welded joints between grade 2 titanium alloy and AISI 304 s...
Published 2024-12-01“…However, the random forest algorithm gave the second best prediction of the MSE while the CatBoost and gradient boosting algorithms were third and fourth, respectively. …”
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Gated recurrent deep learning approaches to revolutionizing English language learning for personalized instruction and effective instruction
Published 2025-04-01“…The GRNN-ELL model dynamically adapts to the learner’s progress using powerful sequence modelling and language processing algorithms. The training and evaluation architecture and dataset are detailed with an emphasis on optimization techniques. …”
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Liquid white box model as an explainable AI for surgery
Published 2025-06-01“…Artificial intelligence shows great promise in filling the gap where humans and classical computing algorithms cannot process information in an efficient manner. …”
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Applied of Classification Technique in Data Mining For Credit Scoring
Published 2022-12-01“…The best prediction results are nave Bayes with an accuracy of 95.95 % and an AUC of 0.974. …”
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An Approximate Bayesian Inference for Beta Regression Models
Published 2022-07-01“…Bayesian analysis of these models generally requires the calculation of multiple integrals. The use of MCMC algorithms sometimes encounters long computation times and divergence. …”
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CROWD MONITORING AND CONTROLLING SYSTEM FOR HOMELAND SECURITY IMPROVEMENT
Published 2025-03-01“…This device offers a proactive approach to security monitoring, enabling swift responses to predict weapons and emotions in a crowd's suspicious activities and enhancing overall situational awareness.…”
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Force-Sensing Glove System for Measurement of Hand Forces during Motorbike Riding
Published 2015-11-01“…Consequently, a series of data classification algorithms ensure accurate hand performance feedbacks for motorbike riders. …”
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CSNK1E is involved in TGF-β1 induced epithelial mesenchymal transformationas and related to melanoma immune heterogeneity
Published 2025-01-01“…The Least Absolute Shrinkage and Selection Operator (LASSO) algorithm was then applied to refine the gene set and construct a 13-gene prognostic model. …”
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Voluntary Muscle Contraction Pattern in Cerebral Palsy by Reducing Guidance Force in Robot-Assisted Gait Training: A Proof of Concept Focused on a Single-Participant Study
Published 2024-11-01“…A single-participant research design study was conducted with a gradual reduction in robotic assistance during robot-assisted gait training. …”
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Transmission and Generation Expansion Planning Considering Virtual Power Lines/Plants, Distributed Energy Injection and Demand Response Flexibility from TSO-DSO Interface
Published 2025-03-01“…The column and constraint generation algorithm and duality-free decomposition method are adopted. …”
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Method of Syntactic Analysis of Chinese Sentences on Topical Components
Published 2018-10-01“…The article provides an overview of the methods of syntactic analysis of the constructions in the languages of the isolating type. The algorithms of the analysis of sentences of the Chinese language on topical components are proposed. …”
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Utilization of Data Mining Techniques in SIMPUS towards Smart Library at IAIN Kendari
Published 2025-01-01“…This study aims to analyze the application of data mining techniques in SIMPUS at IAIN Kendari, in order to improve the efficiency of library management and provide smarter services to users. By using algorithms such as association rules, clustering, and classification, historical data on borrowing and collection management can be processed to produce valuable insights, such as user behavior patterns, book need predictions, and collection recommendations. …”
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Developing Laterality-Specific Computable Phenotypes from Electronic Health Record Data, Employing Treatment-Warranted Diabetic Macular Edema as a Use Case
Published 2025-09-01“…Purpose: To develop a general algorithm employing structured and unstructured electronic health record (EHR) data to identify laterality-specific treatment-warranted disease more accurately at the longitudinal eye level. …”
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