An early warning model for customer churn prediction in telecommunication sector based on improved bat algorithm to optimize ELM
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22421
Abstract: The competition in the telecommunications industry is mainly reflected in the competition for the number of key customers. Therefore, how to effectively prevent the loss of large customers is a problem that many telecommunications companies… read more here.
Keywords: churn; bat algorithm; model; customer churn ... See more keywords
Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Soft Computing"
DOI: 10.1007/s00500-016-2469-3
Abstract: We describe in this paper a proposed enhancement of the bat algorithm (BA) using interval type-2 fuzzy logic for dynamically adapting the BA parameters. The BA is a metaheuristic algorithm inspired by the behavior of… read more here.
Keywords: bat algorithm; type fuzzy; interval type; fuzzy ... See more keywords
Enhanced bat algorithm for COVID-19 short-term forecasting using optimized LSTM
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DOI: 10.1007/s00500-021-06075-8
Abstract: The highly infectious COVID-19 critically affected the world that has stuck millions of citizens in their homes to avoid possible spreading of the disease. Researchers in different fields are continually working to develop vaccines and… read more here.
Keywords: bat algorithm; optimized lstm; covid; lstm ... See more keywords
Modified Bat Algorithm: a newly proposed approach for solving complex and real-world problems
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DOI: 10.1007/s00500-024-09761-5
Abstract: Bat Algorithm (BA) is a nature-inspired metaheuristic search algorithm designed to efficiently explore complex problem spaces and find near-optimal solutions. The algorithm is inspired by the echolocation behavior of bats, which acts as a signal… read more here.
Keywords: local optima; real world; algorithm; modified bat ... See more keywords
Application of improved bat algorithm in optimal power flow problem
Sign Up to like & getrecommendations! Published in 2017 at "Applied Intelligence"
DOI: 10.1007/s10489-017-1081-2
Abstract: This paper proposes an improved bat algorithm to solve multi-objective optimal power flow problem (MOPF) based on the weighted method. The MOPF problem is formulated as a non-linear constrained optimization problem where two objective functions… read more here.
Keywords: improved bat; power flow; bat algorithm; optimal power ... See more keywords
A multi-objective bat algorithm for community detection on dynamic social networks
Sign Up to like & getrecommendations! Published in 2018 at "Applied Intelligence"
DOI: 10.1007/s10489-018-1386-9
Abstract: Many evolutionary algorithms have been proposed to deal with the problem of community detection in social dynamic networks. Some algorithms need to fix parameters in advance; others use a random process to generate the initial… read more here.
Keywords: bat algorithm; community detection; bat;
Multistage Condition Monitoring of Batch Process Based on Multi-boundary Hypersphere SVDD with Modified Bat Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-020-04848-1
Abstract: Multistage characteristic has become one of the essential issues of batch process and several stage division approaches have been introduced to monitor the process. As the non-Gaussian and nonlinear problems of batch process, a hybrid… read more here.
Keywords: bat algorithm; batch process; process; modified bat ... See more keywords
Design and Development of Adaptive Fuzzy Control System for Power Management in Residential Smart Grid Using Bat Algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Technology and Economics of Smart Grids and Sustainable Energy"
DOI: 10.1007/s40866-018-0058-5
Abstract: An adaptive fuzzy logic control system was designed for the management of power in smart grid. The system was developed using BAT algorithm. This paper analyses the approach of adaptive fuzzy logic system accompanied with… read more here.
Keywords: system; bat algorithm; power; adaptive fuzzy ... See more keywords
Reporting cell planning-based cellular mobility management using a Binary Artificial Bat algorithm
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DOI: 10.1016/j.heliyon.2019.e01276
Abstract: This paper attempts to present a novel application of Binary Artificial Bat algorithm for more effective location management in cellular networks. The location management is a mobility management task, which involves tracking of the mobile… read more here.
Keywords: mobility management; bat algorithm; artificial bat; management ... See more keywords
Copper price estimation using bat algorithm
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DOI: 10.1016/j.resourpol.2017.10.015
Abstract: The most effective parameter on the value of mining projects is metal price volatility. Therefore, knowing the metal price volatility can help the managers and shareholders of the mining projects to make the right decisions… read more here.
Keywords: estimation; volatility; bat algorithm; price ... See more keywords
An interpretable and transparent machine learning framework for appendicitis detection in pediatric patients
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-75896-y
Abstract: Appendicitis, an infection and inflammation of the appendix is a prevalent condition in children that requires immediate treatment. Rupture of the appendix may lead to several complications, such as peritonitis and sepsis. Appendicitis is medically… read more here.
Keywords: pediatric patients; machine learning; bat algorithm; interpretable transparent ... See more keywords