Search Results - Hybrid binary whale optimization algorithm

A novel hybrid binary whale optimization algorithm with chameleon hunting mechanism for wrapper feature selection in QSAR classification model:A drug-induced liver injury case study by Zhou, Ronghe, Zhang, Yong, He, Kai

“… In this paper, for feature selection in QSAR classification modeling, a hybrid whale optimization algorithm (WOA…”
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A novel feature selection using binary hybrid improved whale optimization algorithm by Uzer, Mustafa Serter, Inan, Onur

“… In this study, a novel wrapper feature selection method based on binary hybrid optimization, called BWPLFS, consisting of a Whale Optimization Algorithm, Particle Swarm Optimization…”
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HYBRID BINARY WHALE OPTIMIZATION ALGORITHM BASED ON TAPER SHAPED TRANSFER FUNCTION FOR SOFTWARE DEFECT PREDICTION by Hamed Alnaish, Zakaria A., Hasoon, Safwan O.

“… The objective of this paper is to propose a hybrid binary whale optimization algorithm (BWOA) based on taper-shape transfer functions for solving feature selection problems…”
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A motor fault diagnosis using hybrid binary differential evolution algorithm and whale optimization algorithm with storage space by Lee, Chun‐Yao, Le, Truong‐An, Chu, Tzu‐Hao, Hsu, Shih‐Che

“… In feature selection, a binary differential evolution and binary whale algorithm are developed and the storage space is increased to eliminate irrelevant features again…”
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A Novel Method Based on Nonlinear Binary Grasshopper Whale Optimization Algorithm for Feature Selection by Fang, Lingling, Liang, Xiyue

“… Most optimization algorithms for FS problems are not balanced in search. A hybrid algorithm called nonlinear binary grasshopper whale optimization algorithm (NL-BGWOA…”
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OptEF-BCI: An Optimization-Based Hybrid EEG and fNIRS–Brain Computer Interface by Ali, Muhammad Umair, Kim, Kwang Su, Kallu, Karam Dad, Zafar, Amad, Lee, Seung Won

“… The computed features were fused to create a training vector. A wrapper-based binary enhanced whale optimization algorithm (E-WOA…”
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Hybrid binary whale with harris hawks for feature selection by Alwajih, Ranya, Abdulkadir, Said Jadid, Al Hussian, Hitham, Aziz, Norshakirah, Al-Tashi, Qasem, Mirjalili, Seyedali, Alqushaibi, Alawi

“… This study introduces the BWOAHHO memetic technique, which combines the binary hybrid Whale Optimization Algorithm (WOA…”
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A new population initialization of metaheuristic algorithms based on hybrid fuzzy rough set for high-dimensional gene data feature selection by Guo, Xuanming, Hu, Jiao, Yu, Helong, Wang, Mingjing, Yang, Bo

“… Identifying critical genes to reduce data dimensionality is essential. The filter-wrapper hybrid method is a commonly used approach in feature selection…”
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Sensor Selection Method for Target Tracking based on Hybrid Binary Whale Optimization Algorithm in Wireless Sensor Networks by Wang, Ke, Jiang, Xiaoxiao, Jiang, Yujie

“… The real measurement data effects the target tracking accuracy, so this paper proposes a hybrid binary whale optimization algorithm (HBWOA…”
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Hybrid optimized query expansion strategy for semantic information retrieval using spatial bound whale and binary moth flame optimization algorithm by Kumar, Ram, Sharma, S. C.

“… A keyword expansion approach using the hybrid spatial bound whale optimization algorithm…”
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Multi-target QSAR modelling of chemo-genomic data analysis based on Extreme Learning Machine by Anter, Ahmed M., Moemen, Yasmine S., Darwish, Ashraf, Hassanien, Aboul Ella

“…) algorithm to predict missing values of the dataset. In the second phase, the Genetic algorithm hybrid with Binary Whale Optimization algorithm (GBWOA…”
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A Hybrid Approach for Predicting Critical Machining Conditions in Titanium Alloy Slot Milling Using Feature Selection and Binary Whale Optimization Algorithm by Rahmani, Amirsajjad, Hojati, Faramarz, Hadad, Mohammadjafar, Azarhoushang, Bahman

“… In this study, features were extracted from signals in time, frequency, and time–frequency domains. The t-test and the binary whale optimization algorithm…”
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Hybrid Predictive Model for Water Quality Monitoring Based on Sentinel-2A L1C Data by Hassan, Gehad, Goher, Mohamed E., Shaheen, Masoud E., Taie, Shereen A.

“… A bio-inspired hybrid model of a Binary Whale Optimization Algorithm (BWOA) and Artificial Neural Network (ANN) (BWOA-ANN…”
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A novel channel estimation of MIMO-OFDM using hybrid bionic binary spotted hyena optimization by Rosy, C. Premila, Yazhinian, S., Therasa, M., Surendra, K.R., Karuppannan, Anand, Manikandan, A.

“…•Using the Hybrid Bionic Binary Spotted Hyena Optimization (BBSHO) method with whale swarm optimization, we get local and global optimum solutions in this work.•Less Squares (LS…”
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Novel Optimized Feature Selection Using Metaheuristics Applied to Physical Benchmark Datasets by Sami Khafaga, Doaa, M. El-kenawy, El-Sayed, Alrowais, Fadwa, Kumar, Sunil, Ibrahim, Abdelhameed, A. Abdelhamid, Abdelaziz

“… Consequently, in this research, a new metaheuristics-based feature selection technique based on an adaptive squirrel search optimization algorithm (ASSOA) has been proposed…”
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Improved Binary Gray Wolf Optimizer Based on Adaptive β-Hill Climbing for Feature Selection by Al-Qablan, Tamara Amjad, Noor, Mohd Halim Mohd, Al-Betar, Mohammed Azmi, Khader, Ahamad Tajudin

“…According to the literature reviews, the Gray Wolf Optimization (GWO) algorithm has been applied to various optimization problems, including feature selection…”
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Hybrid Dipper Throated and Grey Wolf Optimization for Feature Selection Applied to Life Benchmark Datasets by Sami Khafaga, Doaa, M. El-kenawy, El-Sayed, Khalid Karim, Faten, Abotaleb, Mostafa, Ibrahim, Abdelhameed, A. Abdelhamid, Abdelaziz, L. Elsheweikh, D.

“… Thus, we adopted hybrid optimization in our method of optimizing, which allowed us to better balance exploration and harvesting chores more equitably…”
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Improving air quality prediction using hybrid BPSO with BWAO for feature selection and hyperparameters optimization by Sawah, Mohamed S., Elmannai, Hela, El-Bary, Alaa A., Lotfy, Kh, Sheta, Osama E.

“…), Particle Swarm Optimization (BPSO), Whale Optimization Algorithm (BWAO), and a novel hybrid BPSO-BWAO approach to identify the most relevant features for AQI prediction…”
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A Feature Selection Approach Based on Hybrid Binary Particle Swarm and Whale Optimisation for Bearing Fault Diagnosis by Lee, Chun‐Yao, Le, Truong‐An, Hsueh, Xu‐Heng, Huang, Chung‐Hao

“…This study proposes a hybrid feature selection method (HBPSWOA) based on binary particle swarm optimisation and whale optimisation algorithm for bearing fault diagnosis…”
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Feature selection based on dataset variance optimization using Hybrid Sine Cosine – Firehawk Algorithm (HSCFHA) by Moosavi, Syed Kumayl Raza, Saadat, Ahsan, Abaid, Zainab, Ni, Wei, Li, Kai, Guizani, Mohsen

“… To circumvent the shortcomings of this approach, this work proposes a novel metaheuristic algorithm, termed the Hybrid Sine Cosine Firehawk Algorithm…”
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