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Consistent Valid Physically-Realizable Adversarial Attack Against Crowd-Flow Prediction Models
Published 2023“…In this paper, we perform a rigorous analysis of the adversarial vulnerabilities of DL-based CFP models under multiple threat settings, making three-fold contributions; 1) we propose CaV-detect by formally identifying two novel properties— C onsistency a nd V alidity—of the CFP inputs that enable the detect ion of standard adversarial inputs with 0% false acceptance rate (FAR); 2) we leverage universal adversarial perturbations and an adaptive adversarial loss to present adaptive adversarial attacks to evade CaV-detect defense; 3) we propose CVP, a C onsistent, V alid and P hysically-realizable adversarial attack, that explicitly inducts the consistency and validity priors in the perturbation generation mechanism. …”
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Hydrogen production and nutrient recovery from seawater by electrodialysis assisted with ion-exchange resins
Published 2024“…In addition to hydrogen (H<sub>2</sub>) gas production, the system is designed to generate nutrient-rich water for hydroponic farming by selectively recovering essential ions from <u>seawater</u>. …”
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The predictive capacity of GARCH-type models in measuring the volatility of crypto and world currencies
Published 2021“…However, the outcomes were far from being uniform for the selected cryptocurrencies: convincing for Dash and Dogcoin, acceptable for Litecoin and Monero and unconvincing for Bitcoin and Ripple, where the (optimal) model was not rejected only at the 99% confidence level.…”
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Sustainable Financing for Sustainable Development: Agent-Based Modeling of Alternative Financing Models for Clean Energy Investments
Published 2019“…To this end, this study presents a quantitative and comparative proof of concept analysis of alternative financing models in a solar farm investment simulation to investigate the change in wealth inequality and social welfare by reducing debt-based financing and increasing public participation. …”
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AN INTEGRATED SIMULATION MODEL FOR MANNING MAINTENANCE SHOPS
Published 2020“…In this paper the elements of an integrated simulation model has been described. The integrated model consists of several modules. …”
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Modelling of pollutant transport in compound open channels
Published 1998“…The present research investigates the numerical and experimental modelling aspects of flow in compound channels, with special interest in the transport of inert pollutant aspects. …”
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Waste Classification for Sustainable Development Using Image Recognition with Deep Learning Neural Network Models
Published 2022“…This type of model tuning over transfer learning provides a customized model for classification, highly optimized for a particular region. …”
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Business Continuity Management Maturity Model for Banks in UAE
Published 2008“…Such an analysis tool has to be based on a maturity model (as evident from the Literature review in Chapter 2) Currently, no standard maturity model exists for BCM implementation (something like CMM, CMMI etc.). …”
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Digital Twin Conceptual Model within the Context of Internet of Things
Published 2020“…As the Internet of Things (IoT) is gaining ground and becoming increasingly popular in smart city applications such as smart energy, smart buildings, smart factories, smart transportation, smart farming, and smart healthcare, the digital twin concept is evolving as complementary to its counter physical part. …”
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Modeling and Control of a Thermally Driven MEMS Actuator for RF Applications
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Development of a demand uncertainty-based model to estimate network reliability
Published 2017“…Particularly in comparison to those of the deterministic scenarios, the scenarios incorporating uncertainty yield far superior results.…”
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