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Deep random vector functional link transformer network with multiple output layers for significant wave height forecasting
Published 2025“…The computational results demonstrate the superiority of the proposed models through a comparative analysis against state-of-the-art approaches across fifteen significant wave height time series, validated by three error metrics and a statistical test.…”
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Detection of statistically significant network changes in complex biological networks
Published 2017“…</p><h3>Methods</h3><p dir="ltr">In this paper, we propose an improvement over the state-of-the-art based on the Generalized Hamming Distance adopted for evaluating the topological difference between two networks and estimating its statistical significance. The proposed procedure exploits a more effective model selection criteria to generate <i>p</i>-values for statistical significance and is more efficient in terms of computational time and prediction accuracy than literature methods. …”
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Small-Signal Stability Analysis and Parameters Optimization of Virtual Synchronous Generator for Low-Inertia Power System
Published 2025“…<p dir="ltr">The stable operation of converter-interfaced generation (CIG) units is paramount for ensuring resilience in low-inertia power systems. …”
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Correlating process parameters to thrust forces and torque in the friction stir processing of AZ31B
Published 2014“…The thrust force increased while the torque decreased as the tool rotational speed increased. …”
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An Optimal Energy Dispatch Management System for Hybrid Power Plants: PV-Grid-Battery-Diesel Generator-Pumped Hydro Storage
Published 2024“…This paper presents a comprehensive energy management framework holding real-time optimisation for HPP. The practical implications of this research are significant, as it provides a roadmap for seamlessly integrating RESs with Battery Energy Storage Systems (BESSs) in Hybrid Power Plants (HPPs) to minimise cost while meeting daily household energy demands. …”
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Distribution network line protection in the presence of distributed generation
Published 2015“…Unlike synchronous and asynchronous generators, inverter based DGs have a controlled current output during faults. …”
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An overview of future sustainable nuclear power reactors
Published 2013“…In particular, the nuclear technology is described and the classification of the current and future nuclear reactors according to their generation is provided. The analysis has shown that generation II reactors currently in operation all around the world lack significantly in safety precautions and are prone to loss of coolant accident (LOCA). …”
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Evolutionary algorithms for state justification in sequential automatic test pattern generation
Published 2005“…Sequential circuit test generation using deterministic, fault-oriented algorithms is highly complex and time consuming. …”
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Accommodating High Penetrations of Renewable Distributed Generation Mix in Smart Grids
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Exploring the potential of onboard energy scavenging subsystems for generating valuable data
Published 2023“…Furthermore, it enables real-time surveillance of vehicular suspension system health and offers a nuanced exploration of driver behavior patterns. …”
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Hierarchical multi-head attention LSTM for polyphonic symbolic melody generation
Published 2024“…Qualitative analysis conducted on the generated melodies shows significantly improved loss scores on MSE over baseline methods, and is able to generate melodies that were both musically coherent and expressive. …”
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An Iterative Heuristic for State Justi�cation in Sequential Automatic Test Pattern Generation
Published 2001“…State justifcation is one of the most time-consuming tasks in sequential Automatic Test Pattern Generation (ATPG). …”
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An Evolutionary Meta-Heuristic for State Justification in Sequential Automatic Test Pattern Generation
Published 2001“…Sequential circuit test generation using deterministic, fault-oriented algorithms is highly complex and time consuming. …”
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An evolutionary meta-heuristic for state justification insequential automatic test pattern generation
Published 2001“…Sequential circuit test generation using deterministic, fault-oriented algorithms is highly complex and time consuming. …”
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Advancing Interpretability in Sequential Models Through Generative AI Rationalization Using GPT-4
Published 2025“…Preliminary results demonstrate that our approach not only enhances the accuracy of sequential predictions but also significantly improves their interpretability. This finding highlights the potential of generative AI to bridge the gap between complex AI decision-making processes. …”
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Modelling the Impact of Bottlenecks on Arterial Travel Time Using Neural Networks
Published 2012Get full text
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Keyed Watermarks: A Fine-grained Tracking of Event-time in Apache Flink
Published 2023“…A significant part of this process is played by watermarks, which are unique timestamps that show the passage of events in time. …”
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A Stackelberg Game Inspired Model of Real-Time Economic Dispatch with Demand Response
Published 2021“…For optimal scheduling of generation units, this thesis presents a novel method for the operator to predict market prices and electrical loads under real-time pricing (RTP) DR program in a microgrid. …”
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masterThesis