4.5 Article

A Hybrid Feature Selection Framework Using Improved Sine Cosine Algorithm with Metaheuristic Techniques

Related references

Note: Only part of the references are listed.
Article Energy & Fuels

Optimization of Heat Exchange Plate Geometry by Modeling Physical Processes Using CAD

Igor Korobiichuk et al.

Summary: This article presents the possibility of evaluating the efficiency of a heat exchange element with a special stamping plate through computer simulation. The study shows that plates with conical stamping form the smallest channels with the highest heat transfer coefficient and the most pressure drop. Optimization of the plate's geometry can further enhance efficiency.

ENERGIES (2022)

Article Computer Science, Artificial Intelligence

A novel hybrid BPSO-SCA approach for feature selection

Lalit Kumar et al.

Summary: This paper proposes a hybrid nature-inspired algorithm for feature selection problem, utilizing a combination of binary particle swarm optimization and sine cosine algorithm for informative feature subset selection and cluster analysis. Experimental results demonstrate that the proposed method outperforms competitive methods in most cases.

NATURAL COMPUTING (2021)

Article Computer Science, Interdisciplinary Applications

Boosted binary Harris hawks optimizer and feature selection

Yanan Zhang et al.

Summary: This paper introduces an improved Harris hawks optimization (HHO) method for global optimization and feature selection tasks. By embedding the salp swarm algorithm (SSA) into the original HHO, the proposed IHHO enhances the search ability of the optimizer and broadens its application scope.

ENGINEERING WITH COMPUTERS (2021)

Article Computer Science, Artificial Intelligence

Advances in Sine Cosine Algorithm: A comprehensive survey

Laith Abualigah et al.

Summary: The Sine Cosine Algorithm (SCA) is a population-based optimization algorithm introduced by Mirjalili in 2016, inspired by the trigonometric sine and cosine functions. This paper surveys SCA variants and applications in the literature, and presents results of computational experiments to validate the performance of SCA compared to similar algorithms.

ARTIFICIAL INTELLIGENCE REVIEW (2021)

Article Computer Science, Information Systems

Examination of Abnormal Behavior Detection Based on Improved YOLOv3

Meng-ting Fang et al.

Summary: Examinations are a method to select talents, with a perfect invigilation strategy enhancing fairness. The improved YOLOv3 algorithm enables automatic detection of abnormal behavior in examination rooms, while the frame-alternate dual-thread method optimizes the detection process.

ELECTRONICS (2021)

Article Computer Science, Information Systems

A novel feature selection method for data mining tasks using hybrid Sine Cosine Algorithm and Genetic Algorithm

Laith Abualigah et al.

Summary: The SCAGA method combines the SCA and GA algorithms, demonstrating better performance in balancing the exploitation and exploration strategies of the search space.

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2021)

Article Chemistry, Analytical

Thermographic Fault Diagnosis of Ventilation in BLDC Motors

Adam Glowacz

Summary: The thermographic fault diagnosis of ventilation in BLDC motors is essential for various applications such as electric cars, trains, fans, clippers, computers, and cordless power tools. The proposed CPoAMoTI method effectively extracts features from thermal images, enabling successful analysis of different motor states. This method has significant practical implications for industry and society.

SENSORS (2021)

Article Acoustics

Fault diagnosis of angle grinders and electric impact drills using acoustic signals

Adam Glowacz et al.

Summary: This study focused on fault diagnosis of electric impact drills and angle grinders using acoustic signals. A method for feature extraction was proposed and classification was carried out using classifiers, achieving high classification accuracy.

APPLIED ACOUSTICS (2021)

Article Chemistry, Analytical

Boosting Intelligent Data Analysis in Smart Sensors by Integrating Knowledge and Machine Learning

Piotr Luczak et al.

Summary: The paper introduces a hybrid neural architecture to enhance intelligent data analysis in smart sensor devices, which are typically resource-constrained. By integrating prior knowledge and learning from examples, this architecture allows sensor devices to successfully perform machine learning even with limited training data using compact hardware. The proposed architecture combines knowledge and learning effectively, achieving high recognition performance with limited training datasets and adapting to repair its knowledge through L-neurons that can learn via backpropagation.

SENSORS (2021)

Article Computer Science, Artificial Intelligence

Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection

Nabil Neggaz et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Automation & Control Systems

A memory guided sine cosine algorithm for global optimization

Shubham Gupta et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2020)

Article Engineering, Multidisciplinary

Fast bearing fault diagnosis of rolling element using Levy Moth-Flame optimization algorithm and Naive Bayes

Shuang Sun et al.

EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY (2020)

Article Computer Science, Artificial Intelligence

Improved sine cosine algorithm with crossover scheme for global optimization

Shubham Gupta et al.

KNOWLEDGE-BASED SYSTEMS (2019)

Article Computer Science, Information Systems

An evolutionary gravitational search-based feature selection

Mohammad Taradeh et al.

INFORMATION SCIENCES (2019)

Review Computer Science, Information Systems

A Review of Feature Selection and Its Methods

B. Venkatesh et al.

CYBERNETICS AND INFORMATION TECHNOLOGIES (2019)

Article Computer Science, Artificial Intelligence

Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification

Sebastian Maldonado et al.

APPLIED SOFT COMPUTING (2018)

Article Computer Science, Artificial Intelligence

Information gain directed genetic algorithm wrapper feature selection for credit rating

Swati Jadhav et al.

APPLIED SOFT COMPUTING (2018)

Article Computer Science, Artificial Intelligence

Correlation feature selection based improved-Binary Particle Swarm Optimization for gene selection and cancer classification

Indu Jain et al.

APPLIED SOFT COMPUTING (2018)

Article Computer Science, Artificial Intelligence

Whale optimization approaches for wrapper feature selection

Majdi Mafarja et al.

APPLIED SOFT COMPUTING (2018)

Review Computer Science, Interdisciplinary Applications

Relief-based feature selection: Introduction and review

Ryan J. Urbanowicz et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2018)

Article Computer Science, Artificial Intelligence

Differential evolution for filter feature selection based on information theory and feature ranking

Emrah Hancer et al.

KNOWLEDGE-BASED SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Feature selection in machine learning: A new perspective

Jie Cai et al.

NEUROCOMPUTING (2018)

Review Chemistry, Multidisciplinary

Swarm Intelligence Algorithms for Feature Selection: A Review

Lucija Brezocnik et al.

APPLIED SCIENCES-BASEL (2018)

Article Computer Science, Interdisciplinary Applications

A New Competitive Binary Grey Wolf Optimizer to Solve the Feature Selection Problem in EMG Signals Classification

Jingwei Too et al.

COMPUTERS (2018)

Article Computer Science, Artificial Intelligence

Sine-cosine algorithm for feature selection with elitism strategy and new updating mechanism

R. Sindhu et al.

NEURAL COMPUTING & APPLICATIONS (2017)

Article Computer Science, Artificial Intelligence

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

Majdi M. Mafarja et al.

NEUROCOMPUTING (2017)

Article Computer Science, Artificial Intelligence

Golden Sine Algorithm: A Novel Math-Inspired Algorithm

Erkan Tanyildizi et al.

ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING (2017)

Article Computer Science, Information Systems

Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data

Simon Fong et al.

IEEE TRANSACTIONS ON SERVICES COMPUTING (2016)

Article Computer Science, Theory & Methods

Processor Design for Soft Errors: Challenges and State of the Art

Tuo Li et al.

ACM COMPUTING SURVEYS (2016)

Article Computer Science, Artificial Intelligence

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Article Thermodynamics

Thermocouples with Built-In Self-testing

Su Jun et al.

INTERNATIONAL JOURNAL OF THERMOPHYSICS (2016)

Article Computer Science, Artificial Intelligence

SCA: A Sine Cosine Algorithm for solving optimization problems

Seyedali Mirjalili

KNOWLEDGE-BASED SYSTEMS (2016)

Proceedings Paper Business

A Survey on Feature Selection

Jianyu Miao et al.

PROMOTING BUSINESS ANALYTICS AND QUANTITATIVE MANAGEMENT OF TECHNOLOGY: 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (ITQM 2016) (2016)

Proceedings Paper Computer Science, Information Systems

Wrapper Feature Subset Selection for Dimension Reduction Based on Ensemble Learning Algorithm

Rattanawadee Panthong et al.

THIRD INFORMATION SYSTEMS INTERNATIONAL CONFERENCE 2015 (2015)

Article Computer Science, Hardware & Architecture

A survey on feature selection methods

Girish Chandrashekar et al.

COMPUTERS & ELECTRICAL ENGINEERING (2014)

Article Automation & Control Systems

An unsupervised feature selection algorithm based on ant colony optimization

Sina Tabakhi et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2014)

Article Computer Science, Artificial Intelligence

Genetic algorithm-based heuristic for feature selection in credit risk assessment

Stjepan Oreski et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

Data Mining with Big Data

Xindong Wu et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2014)

Article Computer Science, Artificial Intelligence

A novel probabilistic feature selection method for text classification

Alper Kursat Uysal et al.

KNOWLEDGE-BASED SYSTEMS (2012)

Article Computer Science, Artificial Intelligence

Data preparation for data mining

SC Zhang et al.

APPLIED ARTIFICIAL INTELLIGENCE (2003)