Suggested Topics within your search.
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Optimal Coverage Path Planning for Unmanned Surface Vehicles Using Flexible Formation Tracking Control
Published 2025-06-01“…The proposed method first divided the irregular target area into convex sub-regions using a convex decomposition, and the optimal visiting sequence was determined using a traveling salesman problem (TSP) approach with a genetic algorithm. Traditional back-and-forth search paths were then used for local coverage. …”
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Modeling of strike drone missions for conducting wave attacks in conditions of enemy anti-drone actions
Published 2025-02-01“…A map of the air situation on the battlefield with a set of separate local zones that have different values of threat risks is formed. …”
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Multiple objectives escaping bird search optimization and its application in stock market prediction based on transformer model
Published 2025-02-01“…Despite the availability of various forecasting methods, such as CNN, LSTM, BiLSTM, GRU, and Transformer, the hyperparameter optimization of these models often faces limitations, particularly in single-objective optimization, where they can easily fall into local optima. To address this issue, this paper proposes an innovative multi-objective optimization algorithm—the Multi-Objective Escape Bird Algorithm (MOEBS)—and introduces the MOEBS-Transformer architecture to enhance the efficiency and effectiveness of hyper-parameter optimization for Transformer models. …”
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Feature extraction using sparse component decomposition for face classification
Published 2023-09-01“…The proposed algorithm has two steps.In the first step, the common information of the data matrix is extracted in a low rank matrix. …”
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Geo-Information Modeling for Determining the Movement of Human Capital
Published 2023-01-01“…The relevance of the study is because of the uneven distribution of human capital, the high rate of its migration from underdeveloped regions and municipalities, and the insufficient effectiveness of the policy pursued by regional authorities and local self-government. The purpose of the research is to develop a GIS monitoring of the socio-economic attractiveness of municipalities to determine the movement of human capital. …”
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1468
Protocol for interpretable and context-specific single-cell-informed deconvolution of bulk RNA-seq data
Published 2025-03-01Get full text
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1469
Modeling the Distribution and Richness of Mammalian Species in the Nyerere National Park, Tanzania
Published 2025-07-01“…Understanding the geographic distribution of mammal species is essential for informed conservation planning, maintaining local ecosystem stability, and addressing research gaps, particularly in data-deficient regions. …”
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Optimization of Medicinal Treatment of Patients with Glaucoma in Combination with Concurrent System Pathology. Part 1: Cardiovascular Pathology
Published 2020-09-01“…The article discusses the multifactor nature of glaucoma, age factors, and the direction of local and systemic pathogenetic treatment, principles of the personified approach, and its feasibility. …”
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Residential Building Renovation Considering Energy, Carbon Emissions, and Cost: An Approach Integrating Machine Learning and Evolutionary Generation
Published 2025-02-01“…Compared to local ultra-low-energy building standards, the optimal solutions resulted in a 2.60% reduction in carbon emissions and a 15.85% decrease in life-cycle costs. …”
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A Novel Method for Monitoring River Level Changes Under Bridges With Time Series SAR Images
Published 2025-01-01Get full text
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Corporate Real Estate alignment
Published 2019-11-01“…In the first pilot, the algorithm (step 5b) was not able to generate a local optimum because a subset of the alternatives was infeasible. …”
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METHODOLOGY OF COGNITIVE-DISCURSIVE MODELLING OF LITERARY TRANSLATION (case study of Ukrainian retranslations of W. Shakespeare’s tragedies of the 19th–21st centuries)
Published 2024-06-01“…The translator’s decision to choose one or another translation strategy and local tactic in conditions of cognitive consonance or cognitive dissonance determines different degrees of cognitive proximity of the original and the translation: cognitive equivalence, cognitive analogy, and cognitive variance. …”
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Residual-conditioned sparse transformer for photoacoustic image artifact reduction
Published 2025-08-01“…By introducing residual prior information, our algorithm encodes and embeds it into local enhancement and detail recovery stages. …”
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Real time weed identification with enhanced mobilevit model for mobile devices
Published 2025-07-01“…However, there is a short-fall in detailed research on optimizing models for weed identification with images from mobile embedded systems. …”
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Applying Remote Sensing to Assess Post-Fire Vegetation Recovery: A Case Study of Serra do Açor (Portugal)
Published 2025-04-01“…To quantify and classify cover changes, a supervised classification methodology based on the random forest algorithm was applied to Sentinel-2 data. The results showed no clear link between fire severity and recovery; instead, local factors like soil and topography, along with dominant pre-fire species, influenced recovery. …”
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