Výsledky vyhledávání - "Binary whale optimization algorithm"

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

“…The whale optimization algorithm (WOA) is an intelligence-based technique that simulates the hunting behaviour of humpback whales in nature. In this article,…”
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Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction Autor Hassouneh, Yousef, Turabieh, Hamza, Thaher, Thaer, Tumar, Iyad, Chantar, Hamouda, Too, Jingwei

“…Software fault prediction (SFP) is a challenging process that any successful software should go through it to make sure that all software components are free…”
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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…”
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Detection of chronic kidney disease using binary whale optimization algorithm Autor Sutikno, Sutikno, Kusumaningrum, Retno, Sugiharto, Aris, Arif Wibawa, Helmie

“…Chronic kidney disease (CKD), a medical illness, is characterized by a steady deterioration in kidney function. A disease's ability to be prevented and…”
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HYBRID BINARY WHALE OPTIMIZATION ALGORITHM BASED ON TAPER SHAPED TRANSFER FUNCTION FOR SOFTWARE DEFECT PREDICTION Autor Hamed Alnaish, Zakaria A., Hasoon, Safwan O.

“…Reliability is one of the key factors used to gauge software quality. Software defect prediction (SDP) is one of the most important factors which affects…”
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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…”
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A novel hybrid BPSO–SCA approach for feature selection Autor Kumar, Lalit, Bharti, Kusum Kumari

“…Nature is a great source of inspiration for solving complex problems in real-world. In this paper, a hybrid nature-inspired algorithm is proposed for feature…”
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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

“…In computational chemistry, the high-dimensional molecular descriptors contribute to the curse of dimensionality issue. Binary whale optimization algorithm…”
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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…”
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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…”
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H-BwoaSvm: A Hybrid Model for Classification and Feature Selection of Mammography Screening Behavior Data Autor E. Enayati, Z. Hassani, M. Moodi

“…Breast cancer is one of the most common cancer in the world. Early detection of cancers cause significantly reduce in morbidity rate and treatment costs…”
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Energy Efficiency Maximization in Downlink Multi-Cell Multi-Carrier NOMA Networks With Hardware Impairments Autor Adam, Abuzar B. M., Wan, Xiaoyu, Wang, Zhengqiang

“…In this paper, we investigate energy efficiency (EE) maximization in multicell multicarrier non-orthogonal multiple access (MCMC-NOMA) networks with hardware…”
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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 Autor Rahmani, Amirsajjad, Hojati, Faramarz, Hadad, Mohammadjafar, Azarhoushang, Bahman

“…Monitoring the machining process is crucial for providing cost-effective, high-quality production and preventing unwanted accidents. This study aims to predict…”
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Evolutionary Computation 2020

“…Intelligent optimization is based on the mechanism of computational intelligence to refine a suitable feature model, design an effective optimization…”
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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…”
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Binary Whale Optimization Algorithm with Bidirectional Long Short-Term Memory Blockchain-based Privacy-Preserving for Healthcare Data in Internet of Things Autor Shaikh, Anwar Ahamed, Riadhusin, Rame, K, Sudhakar, Subalakshmi, R., S, Mahesh

“…From the past few years, rapid integration of Internet of Things (IoT) devices into the healthcare sector led advancements in patient care and data management…”
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An Effective Feature Selection Technique for Detecting Parkinson's Disease Using Binary Whale Optimization Algorithm Autor Chaudhuri, Abhilasha, Mohdiwale, Samrudhi

“…Parkinson's disease is a neurological condition that affects the nerves of the body and results in uncontrollable body movements like shaking, stiffness etc…”
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Adaptive Binary Whale Optimization Algorithm for Computation Offloading Optimization in Mobile Edge Computing Autor Li, Jie, Zhang, Wen, Cheng, Pu, Wang, Yujing, Du, Xiaoyu

“…Mobile edge computing (MEC) is an emerging technology that uses wireless networks to provide resource services for resource-constrained mobile devices. To…”
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