Výsledky vyhľadávania - "binary whale optimization algorithm"

Binary Whale Optimization Algorithm for Dimensionality Reduction Autor Hussien, Abdelazim G., Oliva, Diego, Houssein, Essam H., Juan, Angel A., Yu, Xu

“…Feature selection (FS) was regarded as a global combinatorial optimization problem. FS is used to simplify and enhance the quality of high-dimensional datasets…”
Získať plný text

New binary whale optimization algorithm for discrete optimization problems Autor Hussien, Abdelazim G., Hassanien, Aboul Ella, Houssein, Essam H., Amin, Mohamed, Azar, Ahmad Taher

“… To illustrate the functionality and performance of the proposed binary whale optimization algorithm (bWOA…”
Získať plný text

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 Autor Zhou, Ronghe, Zhang, Yong, He, Kai

“…High dimensionality is one of the main challenges in Quantitative Structure-Activity Relationship (QSAR) classification modeling, and feature selection as an…”
Získať plný text

Energy efficient clustering in IoT-based wireless sensor networks using binary whale optimization algorithm and fuzzy inference system Autor Saeedi, Ahmad, Kuchaki Rafsanjani, Marjan, Yazdani, Samaneh

“…The Internet of Things (IoT) offers substantial potential for enhancing real-time interaction between various smart components within a network. To reduce…”
Získať plný text

Feature selection based on rough set approach, wrapper approach, and binary whale optimization algorithm Autor Tawhid, Mohamed A., Ibrahim, Abdelmonem M.

“… In this paper, we propose a novel binary whale optimization algorithm (BWOA) to solve feature selection problem…”
Získať plný text

Improving Amphetamine-type Stimulants drug classification using chaotic-based time-varying binary whale optimization algorithm Autor Mohd Yusof, Norfadzlia, Muda, Azah Kamilah, Pratama, Satrya Fajri, Carbo-Dorca, Ramon, Abraham, Ajith

“…A new chaotic time-varying binary whale optimization algorithm (CBWOATV) is introduced in this paper to optimize the feature selection process in Amphetamine-type Stimulants (ATS…”
Získať plný text

Binary whale optimization algorithm: a new metaheuristic approach for profit-based unit commitment problems in competitive electricity markets Autor Reddy K., Srikanth, Panwar, Lokesh, Panigrahi, B. K., Kumar, Rajesh

“…This article presents a metaheuristic approach, the binary whale optimization algorithm (BWOA…”
Získať plný text

Binary whale optimization algorithm and its application to unit commitment problem Autor Kumar, Vijay, Kumar, Dinesh

“…Whale optimization algorithm is a novel metaheuristic algorithm that imitates the social behavior of humpback whales. In this algorithm, the bubble-net hunting…”
Získať plný text

TSFNFR: Two-stage fuzzy neighborhood-based feature reduction with binary whale optimization algorithm for imbalanced data classification Autor Sun, Lin, Wang, Xinya, Ding, Weiping, Xu, Jiucheng

“…) and the binary whale optimization algorithm (BWOA) was developed for imbalanced data classification…”
Získať plný text

A novel nonlinear time-varying sigmoid transfer function in binary whale optimization algorithm for descriptors selection in drug classification Autor Mohd Yusof, Norfadzlia, Muda, Azah Kamilah, Pratama, Satrya Fajri, Abraham, Ajith

“… Binary whale optimization algorithm (BWOA) is a recently proposed metaheuristic optimization algorithm that has been efficiently applied in feature selection…”
Získať plný text

Detection of chronic kidney disease using binary whale optimization algorithm Autor Sutikno, Sutikno, Kusumaningrum, Retno, Sugiharto, Aris, Arif Wibawa, Helmie

“… Therefore, we proposed wrapper feature selection and binary whale optimization algorithm (BWOA) to enhance the accuracy of early CKD detection…”
Získať plný text

A Clustering Scheme Based on the Binary Whale Optimization Algorithm in FANET Autor Yan, Yonghang, Xia, Xuewen, Zhang, Lingli, Li, Zhijia, Qin, Chunbin

“…With the continuous development of Unmanned Aerial Vehicle (UAV) technology, UAVs are widely used in military and civilian fields. Multi-UAV networks are often…”
Získať plný text

TSFNFS: two-stage-fuzzy-neighborhood feature selection with binary whale optimization algorithm Autor Sun, Lin, Wang, Xinya, Ding, Weiping, Xu, Jiucheng, Meng, Huili

“… In this study, a two-stage feature selection model based on fuzzy neighborhood rough sets (FNRS) and binary whale optimization algorithm…”
Získať plný text

HYBRID BINARY WHALE OPTIMIZATION ALGORITHM BASED ON TAPER SHAPED TRANSFER FUNCTION FOR SOFTWARE DEFECT PREDICTION Autor 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…”
Získať plný text

Binary Whale Optimization Algorithm and Binary Moth Flame Optimization with Clustering Algorithms for Clinical Breast Cancer Diagnoses Autor Sayed, Gehad Ismail, Darwish, Ashraf, Hassanien, Aboul Ella

“…Models based on machine learning algorithms have been developed to detect the breast cancer disease early. Feature selection is commonly applied to improve the…”
Získať plný text

A Hybrid Approach for Predicting Critical Machining Conditions in Titanium Alloy Slot Milling Using Feature Selection and Binary Whale Optimization Algorithm Autor 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…”
Získať plný text

Binary whale optimization algorithm: a new metaheuristic approach for profit-based unit commitment problems in competitive electricity markets Autor Reddy K., Srikanth, Panwar, Lokesh, Panigrahi, B. K., Kumar, Rajesh

Získať plný text

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study Autor Nadimi-Shahraki, Mohammad H., Zamani, Hoda, Mirjalili, Seyedali

“…The whale optimization algorithm (WOA) is a prominent problem solver which is broadly applied to solve NP-hard problems such as feature selection. However, it…”
Získať plný text

A binary whale optimization algorithm with hyperbolic tangent fitness function for feature selection Autor Hussien, Abdelazim G., Houssein, Essam H., Hassanien, Aboul Ella

“…To overcome the curse of dimensionality problem, a binary variant of the whale optimization algorithm (bWOA) with V-shaped is proposed. A hyperbolic tangent…”
Získať plný text

Diagnosing Diabetes Using Binary Whale Optimization Algorithm-Based Feature Selection Autor Ali, Marium Khairalla, Lawgali, Ahmed

“… In order to detect diabetes disease, the features from the Pima Indians Diabetes (PID) dataset were selected using a binary whale optimization algorithm (BWOA…”
Získať plný text