4.2 Article

LAGOA: Learning automata based grasshopper optimization algorithm for feature selection in disease datasets

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

Biomedical data analysis using neuro-fuzzy model with post-feature reduction

Himansu Das et al.

Summary: This paper proposes a Neuro-Fuzzy model with post-feature reduction for analyzing complex biomedical data. The model handles uncertainty by fuzzifying input patterns and employs post-feature reduction to filter out irrelevant, redundant, and noisy features. The effectiveness of the proposed model has been tested and validated with benchmark biomedical data.

JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES (2022)

Article Computer Science, Artificial Intelligence

GSA-LA: gravitational search algorithm based on learning automata

Mehdi Alirezanejad et al.

Summary: The gravitational search algorithm based on learning automata (GSA-LA) is more efficient in finding optimum solutions compared to the original GSA and other evolutionary-based algorithms, by utilizing learning capability to select parameters based on spontaneous reactions.

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE (2021)

Article Computer Science, Information Systems

Liver disorder detection using variable- neighbor weighted fuzzy K nearest neighbor approach

Pushpendra Kumar et al.

Summary: The study aims to detect liver disorders using the Variable-NWFKNN method and compared it with existing methods to achieve higher accuracy. The TL_RUS method was used for preprocessing, further improving the accuracy.

MULTIMEDIA TOOLS AND APPLICATIONS (2021)

Article Computer Science, Artificial Intelligence

Multi-disease prediction model using improved SVM-radial bias technique in healthcare monitoring system

Karthikeyan Harimoorthy et al.

Summary: This study explores the use of machine learning techniques in the healthcare industry for disease prediction and analysis. Experimental results show that the improved SVM-Radial bias kernel technique achieves high accuracy in Chronic Kidney Disease, Diabetes, and Heart Disease datasets.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2021)

Article Computer Science, Artificial Intelligence

An optimal artificial neural network based big data application for heart disease diagnosis and classification model

R. Thanga Selvi et al.

Summary: This study introduces a big health application system based on optimal artificial neural network (OANN) for heart disease diagnosis, which aims to address issues like irregular distribution of medicinal resources, new chronic diseases, and rising operating costs. By incorporating recent technologies into the medical system, significant progress can be made in resolving these challenges.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2021)

Article Computer Science, Artificial Intelligence

Improved local fisher discriminant analysis based dimensionality reduction for cancer disease prediction

P. N. Senthil Prakash et al.

Summary: A good dimensional reduction technique is needed to improve the effectiveness of dimensionality reduction for medical data, which brings challenges in computational complexity and classification efficiency. The proposed method, HLFDA, combines Locality-preserving projection and LFDA for dimensionality reduction in medical data, aiming to enhance prediction accuracy.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2021)

Article Computer Science, Artificial Intelligence

A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

Mohamed Abdel-Basset et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Computer Science, Artificial Intelligence

A GA based hierarchical feature selection approach for handwritten word recognition

Samir Malakar et al.

NEURAL COMPUTING & APPLICATIONS (2020)

Article Computer Science, Artificial Intelligence

An effective disease prediction system using incremental feature selection and temporal convolutional neural network

S. Sandhiya et al.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2020)

Article Computer Science, Artificial Intelligence

Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machines

Syed Muhammad Saqlain et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2019)

Article Computer Science, Artificial Intelligence

Binary grasshopper optimisation algorithm approaches for feature selection problems

Majdi Mafarja et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Information Systems

A healthcare monitoring system using random forest and internet of things (IoT)

Pavleen Kaur et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Article Health Care Sciences & Services

Breast Cancer Diagnosis Using Feature Ensemble Learning Based on Stacked Sparse Autoencoders and Softmax Regression

Vinod Jagannath Kadam et al.

JOURNAL OF MEDICAL SYSTEMS (2019)

Review Oncology

Feasibility of lung cancer screening in developing countries: challenges, opportunities and way forward

Abhishek Shankar et al.

TRANSLATIONAL LUNG CANCER RESEARCH (2019)

Article Computer Science, Artificial Intelligence

Analysis of high-dimensional biomedical data using an evolutionary multi-objective emperor penguin optimizer

Santos Kumar Baliarsingh et al.

SWARM AND EVOLUTIONARY COMPUTATION (2019)

Article Medicine, General & Internal

Determinants of Compliance to Breast Cancer Screening and Referral in Low Socio-Economic Regions of Urban India

Sheetal Kulkarni et al.

INTERNATIONAL JOURNAL OF PREVENTIVE MEDICINE (2019)

Article Biochemical Research Methods

Feature Selection for Optimized High-Dimensional Biomedical Data Using an Improved Shuffled Frog Leaping Algorithm

Bin Hu et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2018)

Article Computer Science, Artificial Intelligence

Recent advances in neuro-fuzzy system: A survey

K. V. Shihabudheen et al.

KNOWLEDGE-BASED SYSTEMS (2018)

Proceedings Paper Computer Science, Interdisciplinary Applications

An effective feature selection scheme for healthcare data classification using binary particle swarm optimization

Yiyuan Chen et al.

2018 NINTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME 2018) (2018)

Proceedings Paper Computer Science, Information Systems

A New Approach For Prediction of Lung Carcinoma Using Back Propogation Neural Network with Decision Tree Classifiers

Ching-Hsien Hsu et al.

2018 IEEE 8TH INTERNATIONAL SYMPOSIUM ON CLOUD AND SERVICE COMPUTING (SC2) (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Feature Selection using Gravitational Search Algorithm for Biomedical Data

Sushama Nagpal et al.

7TH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING & COMMUNICATIONS (ICACC-2017) (2017)

Article Computer Science, Interdisciplinary Applications

Grasshopper Optimisation Algorithm: Theory and application

Shahrzad Saremi et al.

ADVANCES IN ENGINEERING SOFTWARE (2017)

Article Computer Science, Artificial Intelligence

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Review Public, Environmental & Occupational Health

Trends in Coronary Heart Disease Epidemiology in India

Rajeev Gupta et al.

ANNALS OF GLOBAL HEALTH (2016)

Article Engineering, Multidisciplinary

Control scaling factor of cuckoo search algorithm using learning automata

Yaohua Lin et al.

INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS (2016)

Article Computer Science, Artificial Intelligence

Classification of healthcare data using genetic fuzzy logic system and wavelets

Thanh Nguyen et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Computer Science, Artificial Intelligence

A novel Neuro-fuzzy classification technique for data mining

Soumadip Ghosh et al.

EGYPTIAN INFORMATICS JOURNAL (2014)

Article Mathematics, Applied

LAHS: A novel harmony search algorithm based on learning automata

Rasul Enayatifar et al.

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION (2013)

Article Computer Science, Artificial Intelligence

A novel evolutionary algorithm inspired by the states of matter for template matching

Erik Cuevas et al.

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Article Computer Science, Artificial Intelligence

A note on the learning automata based algorithms for adaptive parameter selection in PSO

A. B. Hashemi et al.

APPLIED SOFT COMPUTING (2011)

Article Automation & Control Systems

Solving Multiconstraint Assignment Problems Using Learning Automata

Geir Horn et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2010)

Article Computer Science, Artificial Intelligence

Firefly algorithm, stochastic test functions and design optimisation

Xin-She Yang

INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION (2010)

Article Computer Science, Information Systems

GSA: A Gravitational Search Algorithm

Esmat Rashedi et al.

INFORMATION SCIENCES (2009)

Article Management

Solving feature subset selection problem by a Parallel Scatter Search

FG López et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2006)

Article Computer Science, Artificial Intelligence

Knowledge discovery approach to automated cardiac SPECT diagnosis

LA Kurgan et al.

ARTIFICIAL INTELLIGENCE IN MEDICINE (2001)