Results 11 to 20 of about 313,307 (262)
FEATURE CLUSTERING FOR PSO-BASED FEATURE CONSTRUCTION ON HIGH-DIMENSIONAL DATA
Journal of ICT, 2019 Feature construction (FC) refers to a process that uses the original features to construct new features with better discrimination ability. Particle Swarm Optimisation (PSO) is an effective search technique that has been successfully utilised in FC ...
Idheba Mohamad Ali Omer Swesi +1 more
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Clinical model for Hereditary Transthyretin Amyloidosis age of onset prediction
Frontiers in Neurology, 2023 IntroductionHereditary transthyretin amyloidosis (ATTRv amyloidosis) is a rare neurological hereditary disease clinically characterized as severe, progressive, and life-threatening while the age of onset represents the moment in time when the first ...
Maria Pedroto +7 more
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SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations
IEEE Access, 2020 Learning from complex real-life networks is a lively research area, with recent advances in learning information-rich, low-dimensional network node representations. However, state-of-the-art methods are not necessarily interpretable and are therefore not
Sebastian Meznar +2 more
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Feature Construction Using Persistence Landscapes for Clustering Noisy IoT Time Series
Future Internet, 2023 With the advancement of IoT technologies, there is a large amount of data available from wireless sensor networks (WSN), particularly for studying climate change.
Renjie Chen, Nalini Ravishanker
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Feature integration using a feature construct
Science of Computer Programming, 2001 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Malte Plath, Mark Ryan 0001
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Energies, 2020 This paper proposes a novel feature construction methodology aiming at both clustering yearly load profiles of low-voltage consumers, as well as investigating the stochastic nature of their peak demands.
Robbert Claeys +4 more
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Frontiers in Energy Research, 2023 The rapid development of renewable energy generation aggravates the imbalance between supply and demand in power grid, and exploring the potential of demand side resource can effectively improve such problems. Industrial users (IU) is an important demand
Li Wang +6 more
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Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
Signals, 2022 Hemiplegia is a condition caused by brain injury and affects a significant percentage of the population. The effect of patients suffering from this condition is a varying degree of weakness, spasticity, and motor impairment to the left or right side of ...
Vasileios Christou +10 more
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Constructing Features for Screening Neurodevelopmental Disorders Using Grammatical Evolution
Applied Sciences, 2023 Developmental domains refer to different areas of a child’s growth and maturation, including physical, language, cognitive, and social–emotional skills. Understanding these domains helps parents, caregivers, and professionals track a child’s progress and
Eugenia I. Toki +3 more
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An Empirical Investigation on a Multiple Filters-Based Approach for Remaining Useful Life Prediction
Machines, 2018 Feature construction is critical in data-driven remaining useful life (RUL) prediction of machinery systems, and most previous studies have attempted to find a best single-filter method. However, there is no best single filter that is appropriate for all
Hung-Cuong Trinh, Yung-Keun Kwon
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