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2341
End-to-End 3D Liver CT Image Synthesis from Vasculature Using a Multi-Task Conditional Generative Adversarial Network
Published 2023-06-01“…However, the existing generator models have poor stability and lack the guidance of prior medical knowledge. …”
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2342
Conceptual Validation of Project Based Learning in Buffer Solution
Published 2023-02-01“…The theoretical steps are identifying data sources, collecting data and analyzing data, while the practical steps are generating model ideas, describing models, validating concepts and practitioners and formulating recommendations for testing models. …”
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2343
Exploring the Potential Use of Sentinel-1 and 2 Satellite Imagery for Monitoring Winter Wheat Growth under Agricultural Drought Conditions in North-Western Poland
Published 2023-09-01“…This paper presents analyses of the potential use of Sentinel-1 (S-1) and Sentinel-2 (S-2) imagery to generate models of winter wheat growth under agricultural drought vs. normal conditions identified based on potential yield losses calculated in the Agricultural Drought Monitoring System (ADMS). …”
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2344
استخدام نموذج الأجيال المتداخلة في دراسة أثر التدخل في القطاع المالي على النمو الاقتصادي
Published 2016-07-01“…In this course, this study aimed to stand on the role that the interventional polices may play on the economical growth using real mathematical model that is The Overlapping Generations Model where a study of probable effect of these policies on individual saving level took place. …”
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2345
Time-Use Data Modelling of Domestic, Commercial and Industrial Electricity Demand for the Scottish Islands
Published 2023-06-01“…The model can be adapted for other regions and used to analyse the costs and benefits of energy efficiency measures with a supply-side generation model.…”
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2346
Study on energy efficiency improvement strategy of photovoltaic-hybrid energy storage DC microgrid considering green energy saving concepts
Published 2024-01-01“…Guided by green energy saving, the research focuses on constructing a hybrid energy storage DC microgrid model, especially the integrated photovoltaic power generation model and the related control strategy and power characteristics. …”
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2347
Architectural alchemy: Leveraging Artificial Intelligence for inspired design – a comprehensive study of creativity, control, and collaboration
Published 2023-12-01“…Conversely, Stable Diffusion empowers designers with greater control via features like ControlNet but sacrifices visual clarity due to its smaller generative models. Both platforms share a common flaw: an overemphasis on aesthetics and shape at the expense of functional understanding. …”
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2348
Lightweight Face Generation Method Based on TransEditor and Its Application Specification
Published 2023-02-01“…Face generation can combine the style of the face and the pose of the head to synthesize fake face images,it is often used for vision tasks such as gender conversion and pose modification.GAN-based face generation methods can greatly improve the quality and editability of face generation.However,these generation methods have complex network structures and large computing resource requirements,and are difficult to directly apply to practical scenarios.To achieve efficient face generation,this paper proposes a lightweight face generation method based on TransEditor,and discusses the corresponding application specifications.At the technical level,firstly,based on the TransEditor face editing network model,we design a lightweight face generation network model with reference to the generator structure of lightweight network model such as StyleGAN2.Secondly,we analyze the loss function of the network model from the aspects of generation loss,confrontation loss,reconstruction loss,etc.,and propose to use the PReLU activation function instead of the Softplus activation function to improve the generation effect of the ge-nerator.Finally,through massive experiments,it is proved that the LPIPS of the proposed lightweight face generation method based on TransEditor only reduces by 0.0042,which greatly reduces the training time and parameter amount of the model,and improves the operation efficiency of the face generation model.At the level of application specifications,it is necessary to improve the existing regulatory measures and standardize the use of the proposed face generation method,so that technological progress can better serve social development.…”
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2349
Enhancing landslide management with hyper-tuned machine learning and deep learning models: Predicting susceptibility and analyzing sensitivity and uncertainty
Published 2023-03-01“…The models were hyper-tuned using the grid search technique, and the best hypertuned models were used for predicting LSM. The generated models were validated using receiver operating characteristics (ROC), F1 and F2 scores, gini value, and precision and recall curve. …”
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2350
Unsupervised learning reveals interpretable latent representations for translucency perception.
Published 2023-02-01“…Here, we develop an unsupervised style-based image generation model to identify perceptually relevant dimensions for translucent material appearances from photographs. …”
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2351
Modelos de geração de viagem para pólos geradores de viagens de cargas
Published 2010-07-01“…This paper aims to present a profile of freight trip generation models that can be used to subsidize research on such enterprises. …”
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2352
Expert-augmented automated machine learning optimizes hemodynamic predictors of spinal cord injury outcome.
Published 2022-01-01“…The framework enables clinicians to interpret AutoML-generated models for clinical and biological verifiability and consequently integrate domain expertise during model development. …”
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2353
Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics.
Published 2023-01-01“…We assessed the generated models' performances using two test sets composed of peptides originating from the multienzyme digestion of samples from various species. …”
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2354
Integrating synthetic accessibility with AI-based generative drug design
Published 2023-09-01“…Abstract Generative models are frequently used for de novo design in drug discovery projects to propose new molecules. …”
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2355
Distantly related Alteromonas bacteriophages share tail fibers exhibiting properties of transient chaperone caps
Published 2023-10-01“…While the V22 chaperone is essential for producing active tail fibers, here we demonstrate production of functional A5 tail fibers regardless of chaperone co-expression. AlphaFold-generated models of tail fiber and chaperone pairs from phages A5, V22, and other Alteromonas phages reveal how amino acid insertions within both A5-like proteins results in a knob domain duplication in the tail fiber and a chaperone β-hairpin “tentacle” extension. …”
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2356
Human capital of an enterprise: a model of employee competencies in the digital world
Published 2022-10-01“…In conclusion, the elements of the generated models were ranked, which is also a novelty of the work. …”
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2357
Use of Neural Topic Models in conjunction with Word Embeddings to extract meaningful topics from short texts
Published 2022-09-01“…Deep neural networks (DNN) and deep generative models have recently advanced, allowing neural topic models (NTM) to achieve flexibility and efficiency in topic modeling. …”
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2358
A Smart Tourism Recommendation Algorithm Based on Cellular Geospatial Clustering and Multivariate Weighted Collaborative Filtering
Published 2021-09-01“…Aimed at solving the problems, the tourist attraction recommendation model is set up based on a cellular geographic space generating model and a weighted collaborative filtering model. …”
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2359
Data-driven modeling of noise time series with convolutional generative adversarial networks
Published 2023-01-01“…In addition, our battery of tests provides a useful benchmark to aid the development of deep generative models for time series.…”
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2360
Transparent, Low Resource, and Context-Aware Information Retrieval From a Closed Domain Knowledge Base
Published 2024-01-01“…Modern techniques that use a distributed representation of words require a considerable training dataset and computation, thereby presenting financial and operational burdens. Generative models for information search suffer from problems of transparency and hallucination, which can be detrimental, especially for organizations and their stakeholders who rely on these results for critical business operations. …”
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