Corbett-Davies, S., Pierson, E., Feller, A., Goel, S. & Huq, A. Algorithmic decision making and the cost of fairness. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 797–806 (Association for…
Category: 7. Maths
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Integrating machine learning and symbolic regression for predicting damage initiation in hybrid FRP bolted connections
Dataset generation using design of experiments
A hybrid dataset generation approach combining Central Composite Design (CCD) and Box-Behnken Design (BBD) was used to efficiently explore the design space. CCD effectively captures quadratic effects…
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Study on multi-parameter optimization of seismic isolation bearings for continuous girder bridges considering interactions among key parameters
Finite element model and seismic input
Engineering background
This study focuses on a four-span seismic isolation continuous girder bridge with a span of 4 × 36 m. The superstructure of the bridge consists of a prestressed concrete box girder…
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Bayesian network structure learning by opposition-based learning
Opposition-based learning
Opposition-based learning was proposed by Hamid R. Tizhoosh25, which is an effective scheme that can improve the convergence speedup of machine intelligence algorithms. The basic principle of opposition-based learning is…
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3D visualization design of digital intelligent landscape environment based on wireless network security
“Digital landscape” is a new technology that combines computer, image and media technology and photoelectric control. It combines text, image, sound, light and other technologies to create a new landscape space in the landscape through a…
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FedCVG: a two-stage robust federated learning optimization algorithm
The experiment consists of six parts. Sections 1–4 are introductory, covering the dataset and model setup, poisoning attacks and Non-IID environments, baseline algorithm introduction, and experimental environment and parameter setup….
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A study on green innovation and entrepreneurship in the dual carbon era and its implications for the energy market
Construction of a system dynamics model for the relationship between green innovation and entrepreneurship and the energy market
The energy market is a complex dynamic system influenced by various factors, including market demand, energy supply,…
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Bi directional sparse attention recurrent autoencoder based intrusion detection for VANET security with tuna swarm optimization
The study procedure starts with the careful collection of data from the CICIDS2018 dataset, which is then preprocessed to make it appropriate for the classifiers. Addressing missing values and transforming categorical variables into numerical…
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AI-assisted technology optimization in disability support systems using fuzzy rough MABAC decision-making
Assume that the set \({\mathcal{Q}}_{altr.} = \left\{ {{\mathcal{Q}}_{altr. – 1} , {\mathcal{Q}}_{altr. – 2} , \ldots , {\mathcal{Q}}_{{altr. – {\mathfrak{n}}}} } \right\}\) denote the family of alternatives and the set \({\mathcal{E}}_{atr.} =…
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Translation of computed tomography images to T2-Weighted magnetic resonance images of lumbar spine using generative adversarial networks on sagittal images
Dataset Preparation
From January 1, 2012, to December 31, 2023, a cohort of 3,314 patients aged 18 years or older who underwent both CT and MRI for back pain within one month was identified. We excluded 1,776 patients with significant lumbar spine…
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