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A Computational Justice Model for Dynamic Resource Allocation in Ad Hoc Networks
Published 2025-07-01“…A central contribution of this work is the conceptual integration of these components into a unified framework that supports dynamic resource allocation in decentralized environments. …”
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Biomechanical Evaluation of Cantilevered 2-Unit Implant-Supported Prostheses: A 3D Finite Element Study
Published 2025-06-01“…Implant CAD files were integrated using SolidWorks software, generating 4 models with varying implant positions: M1 (first premolar implant supporting a second premolar), M2 (second premolar implant supporting a first premolar), M3 (second premolar implant supporting a first molar), and M4 (first molar implant supporting a second premolar). …”
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Assessment of Ripening Degree of Avocado by Electrical Impedance Spectroscopy and Support Vector Machine
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Using Generative AI to Support UX Design Students in Web Development Courses
Published 2025-06-01“…This work explores the integration of Generative AI (GenAI) tools into web development educational settings, with a focus on enhancing the user experience (UX) design process and supporting students with limited technical backgrounds. …”
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Using mental contrasting to promote flow experiences at work: A just-in-time adaptive intervention
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C-parameter version of robust bounded one-class support vector classification
Published 2025-01-01“…The theoretical properties of the proposed method are successively derived, including the relationship between the solutions to the primal and dual problems, the connections between our C-BOCSVC and $$\nu$$ -OCSVC and the computational complexity. Experimental results over massive datasets demonstrate the feasibility and reliability of our C-BOCSVC, and highlight the superior performance of C-RBOCSVC compared to other state-of-the-art one-class classifiers when data is contaminated. …”
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Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis
Published 2025-01-01“…We wanted to understand which approach works better under different real-world conditions that researchers and practitioners face. …”
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Prediction method of gas emission in working face based on feature selection and BO-GBDT
Published 2024-12-01“…After feature selection, the dataset was divided into training and testing sets, and the BO-GBDT model was used to predict gas emission in the working face. Comparison with random forest, support vector machine, and neural network models showed that the BO-GBDT model achieved the highest accuracy and generalization, with an average relative error of 2.61%. …”
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Efficient GPU Implementation of the McMurchie–Davidson Method for Shell-Based ERI Computations
Published 2025-02-01“…Our work has the potential to explore new parallelization schemes of distinct and complex computation paths involved in ERI computation.…”
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Microstate Dynamics in Working Memory: Exploring Spatial Information Coding of Stimulus and Behavioral Performance
Published 2025-08-01“…However, the relationship between microstate parameters and behavioral responses in cognitive functions, such as working memory (WM), has not been sufficiently investigated. …”
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SPIKA: an energy-efficient time-domain hybrid CMOS-RRAM compute-in-memory macro
Published 2025-04-01“…In this work, we introduce SPIKA, a novel RRAM-based ML accelerator implemented in 180nm CMOS technology. …”
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Secure cloud computing: leveraging GNN and leader K-means for intrusion detection optimization
Published 2024-12-01“…The proposed solution has been implemented on the Java platform with CloudSim support, and the findings demonstrate a significant improvement in both detection accuracy and processing efficiency compared to existing methods. …”
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How management support and diversity factors affect employee performance within the digital workplace
Published 2025-04-01“…The article highlights the challenges managers face in achieving EP in the DW compared to traditional work environments. Design/methodology/approach – We developed a theoretical model (MS→DW→EP) and tested it based on the computer-assisted web interview (CAWI) conducted in mid-2022. …”
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A Novel Homogenous Hybridization Scheme for Performance Improvement of Support Vector Machines Regression in Reservoir Characterization
Published 2016-01-01“…Therefore, the importance of fusing two or more intelligent algorithms to achieve better performance cannot be overemphasized. In this work, a novel homogenous hybridization scheme is proposed for the improvement of the generalization and predictive ability of support vector machines regression (SVR). …”
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Enterprise Architecture Management Education in Academia: An International Comparative Analysis
Published 2022-07-01“…This work gives a detailed comparative analysis of more than twenty international educational offers regarding Enterprise Architecture Management, carves out the commonalities and finds two prototypical courses as a best-practice combining the strongest matches for Business Informatics and Computer Science studies alike.…”
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Genetic programming support vector machine model for a wireless intrusion detection system
Published 2022-12-01“…Numerical analysis based on the results of model experiments on selected quality indicators showed an increase in the accuracy of the results as compared to the known SVM method.Conclusions. Computer experiments have confirmed the methodological correctness of choosing a combination of the GPSVM model using an unbalanced CICIDS2017 dataset to increase the effectiveness of intrusion detection. …”
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