Results 21 to 30 of about 34,112,328 (298)
Data-Driven Software Security: Models and Methods [PDF]
2016 IEEE 29th Computer Security Foundations Symposium (CSF), 2016 Proceedings of the 29th IEEE Computer Security Foundations Symposium (CSF'16), Lisboa, PORTUGAL, June ...
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Data-driven and Model-based Verification: a Bayesian Identification Approach [PDF]
, 2015 This work develops a measurement-driven and model-based formal verification approach, applicable to systems with partly unknown dynamics. We provide a principled method, grounded on reachability analysis and on Bayesian inference, to compute the ...
Haesaert, S. +9 more
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Data-Driven State Fragility Index Measurement Through Classification Methods
Frontiers in Physics, 2022 As environmental changes cause a series of complex issues and unstable situation, exploring the impact of environmental changes is essential for national stability, which is helpful for early warning and provides guidance solutions for a country.
Xin Li +3 more
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Nonparametric Method for Data-driven Image Captioning [PDF]
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2014 We present a nonparametric density estimation technique for image caption generation. Data-driven matching methods have shown to be effective for a variety of complex problems in Computer Vision. These methods reduce an inference problem for an unknown image to finding an existing labeled image which is semantically similar. However, related approaches
Rebecca Mason, Eugene Charniak
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Optimal Data-Generation Strategy for Machine Learning Yield Functions in Anisotropic Plasticity
Frontiers in Materials, 2022 Trained machine learning (ML) algorithms can serve as numerically efficient surrogate models of sophisticated but numerically expensive constitutive models of material behavior. In the field of plasticity, ML yield functions have been proposed that serve
Ronak Shoghi, Alexander Hartmaier
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Modeling Water Quality Parameters Using Data-driven Methods
مجله آب و خاک, 2017 Introduction: Surface water bodies are the most easily available water resources. Increase use and waste water withdrawal of surface water causes drastic changes in surface water quality.
Shima Soleimani +2 more
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Advances in Trajectory Prediction for High-Speed UAVs: A Review
DronesHigh-speed Unmanned Aerial Vehicles (UAVs), characterized by high velocity and maneuverability, represent critical strategic threats within the aerospace security domain.
Wenqin Han +3 more
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Mitigation of model error effects in neural network-based structural damage detection
Frontiers in Built Environment, 2023 This paper proposes a damage detection procedure based on neural networks that is able to account for the model error in the network training. Vibration-based damage detection procedures relied on machine learning techniques hold great promises for the ...
Federico Ponsi +2 more
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Predicting personal thermal preferences based on data-driven methods [PDF]
E3S Web of Conferences, 2019 One of the prevalent models to account for thermal comfort in HVAC design is the Predicted Mean Vote (PMV). However, the model is based on parameters difficult to estimate in real applications and it focuses on mean votes of large groups of people ...
Aguilera José Joaquín +2 more
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DronesKnowledge-driven building extraction method exhibits a restricted adaptability scope and is vulnerable to external factors that affect its extraction accuracy.
Ming Hao +5 more
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