Metaheuristic-based ensemble learning: an extensive review of methods and applications
Sign Up to like & getrecommendations! Published in 2024 at "Neural Computing and Applications"
DOI: 10.1007/s00521-024-10203-4
Abstract: Ensemble learning has become a cornerstone in various classification and regression tasks, leveraging its robust learning capacity across disciplines. However, the computational time and memory constraints associated with almost all-learners-based ensembles necessitate efficient approaches. Ensemble… read more here.
Keywords: metaheuristic based; selective ensembles; based ensemble; ensemble learning ... See more keywords
An Effective Metaheuristic Based Dynamic Fine Grained Data Security Framework for Big Data
Sign Up to like & getrecommendations! Published in 2024 at "Wireless Personal Communications"
DOI: 10.1007/s11277-024-11506-4
Abstract: Medical records are transmitted between medical institutions using cloud-based Electronic health record (EHR) systems, which are intended to improve various medical services. Due to the potential of data breaches and the resultant loss of patient… read more here.
Keywords: based dynamic; system; metaheuristic based; security ... See more keywords
A metaheuristic-based optimization model for flight procedure design
Sign Up to like & getrecommendations! Published in 2024 at "Engineering Optimization"
DOI: 10.1080/0305215x.2024.2413645
Abstract: In recent years, the continuous increase in air traffic has led to a saturation of available airspace. The new localizer performance with vertical guidance (LPV) instrument approach procedures (IAPs) offer additional capacity at aerodromes and… read more here.
Keywords: metaheuristic based; optimization model; based optimization; model ... See more keywords
Metaheuristic Routing: A Taxonomy and Energy-Efficient Framework for Internet of Things
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3128814
Abstract: The complex and heterogeneous ecosystem of the Internet of Things (IoT) makes it difficult to achieve energy-efficient routing because of the power, memory, and processing constraints of smart motes. Recently, metaheuristic-based routing is preferred by… read more here.
Keywords: energy; metaheuristic routing; framework; metaheuristic based ... See more keywords
Metaheuristic-Based Model Optimization of a Steam-Filled Chamber
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3574414
Abstract: Steam-filled chambers are an important part of many technological processes, among others, in tire manufacturing and electricity production from thermal power plants. This work proposes a chamber model as a strongly nonlinear process with time-delays,… read more here.
Keywords: steam filled; metaheuristic based; based model; model ... See more keywords
A Life-Long Learning XAI Metaheuristic-Based Type-2 Fuzzy System for Solar Radiation Modeling
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2023.3343955
Abstract: Solar photovoltaic (PV) power generation is one of the most important sources for renewable energy. However, PV power generation is entirely dependent on the amount of downward solar radiation reaching the solar cells. This is… read more here.
Keywords: metaheuristic based; type fuzzy; radiation; solar radiation ... See more keywords
Metaheuristic-based Deep COVID-19 Screening Model from Chest X-Ray Images
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Healthcare Engineering"
DOI: 10.1155/2021/8829829
Abstract: COVID-19 has affected the whole world drastically. A huge number of people have lost their lives due to this pandemic. Early detection of COVID-19 infection is helpful for treatment and quarantine. Therefore, many researchers have… read more here.
Keywords: deep covid; metaheuristic based; covid; model ... See more keywords
A new evaluation function for face image enhancement in unconstrained environments using metaheuristic algorithms
Sign Up to like & getrecommendations! Published in 2019 at "EURASIP Journal on Image and Video Processing"
DOI: 10.1186/s13640-019-0418-7
Abstract: Image enhancement is an integral component of face recognition systems and other image processing tasks such as in medical and satellite imaging. Among a number of existing image enhancement methods, metaheuristic-based approaches have gained popularity… read more here.
Keywords: image; image enhancement; metaheuristic based; evaluation function ... See more keywords