Published Articles with Keyword: Support Vector Machine
- Title: Computation of an Effective Hybrid DFA-SVM Approach Aimed at Adaptive PV Power Management
Authors: A. R. Danila Shirly, M. V. Suganyadevi, R. Ramya, I Arul Doss Adaikalam, P. Muthukumar
Doi: 10.37394/232016.2024.19.25
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Published in WSEAS Transactions on Power Systems, Volume 19, 2024
- Title: Evaluating the Predictive Modeling Performance of Kernel Trick SVM, Market Basket Analysis and Naive Bayes in Terms of Efficiency
Authors: Safiye Turgay, Metehan Han, Suat Erdoğan, Esma Sedef Kara, Recep Yilmaz
Doi: 10.37394/23205.2024.23.6
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Published in WSEAS Transactions on Computers, Volume 23, 2024
- Title: Exploring the Potential of Machine Learning in Healthcare Accuracy Improvement
Authors: Sindhu Veeramani, S. M. Ramesh, B. Gomathy
Doi: 10.37394/23205.2023.22.42
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: Examination of AI Algorithms for Image and MRI-based Autism Detection
Authors: Prasenjit Mukherjee, Gokul R. S., Manish Godse
Doi: 10.37394/23205.2023.22.28
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Published in WSEAS Transactions on Computers, Volume 22, 2023
- Title: The Construction of a Model for Predicting Users’ Repeat Purchase Behavior and its Impact on the Economic Efficiency of Enterprises
Authors: Qian Lyu
Doi: 10.37394/232018.2023.11.28
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Published in WSEAS Transactions on Computer Research, Volume 11, 2023
- Title: Timely Detection of Diabetes with Support Vector Machines, Neural Networks and Deep Neural Networks
Authors: Rumen Valchev, Miroslav Nikolov, Ognyan Nakov, Milena Lazarova, Valeri Mladenov
Doi: 10.37394/232018.2023.11.24
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Published in WSEAS Transactions on Computer Research, Volume 11, 2023
- Title: Wavelet Based Detection and Classification Power Quality Disturbance using SVM and PSO
Authors: P. Kanirajan
Doi: 10.37394/232027.2023.5.11
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Published in International Journal of Electrical Engineering and Computer Science, Volume 5, 2023
- Title: Analyzing Customer Satisfaction using Support Vector Machine and Naive Bayes Utilizing Filipino Text
Authors: Joseph B. Campit
Doi: 10.37394/232015.2023.19.50
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Published in WSEAS Transactions on Environment and Development, Volume 19, 2023
- Title: Design and Implementation of Hybrid Techniques and DA-based Reconfigurable FIR Filter Design for Noise Removal in EEG Signals on FPGA
Authors: C. Srinivasa Murthy, K. Sridevi
Doi: 10.37394/23203.2022.17.37
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Published in WSEAS Transactions on Systems and Control, Volume 17, 2022
- Title: A Comparative Analysis of Solar PV Forecast using SVM under CO<sub>2</sub> Concentration
Authors: Bhabani Patnaik, Sarat Chandra Swain, Ullash Kumar Rout, Ritesh Kumar Dash
Doi: 10.37394/232016.2022.17.10
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Published in WSEAS Transactions on Power Systems, Volume 17, 2022
- Title: DDoS Attacks Classification using SVM
Authors: Vanya Ivanova, Tasho Tashev, Ivo Draganov
Doi: 10.37394/23209.2022.19.1
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Published in WSEAS Transactions on Information Science and Applications, Volume 19, 2022
- Title: Using Machine Learning to Predict Heart Disease
Authors: Nikhil Bora, Sreedevi Gutta, Ahmad Hadaegh
Doi: 10.37394/23208.2022.19.1
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 19, 2022
- Title: Land Use Land Cover Mapping From Sentinel-1, Sentinel-2 and Fused Sentinel Images Based on Machine Learning Algorithms
Authors: Lamyaa G. Taha, Rania E. Ibrahim
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Published in International Journal of Computational and Applied Mathematics & Computer Science, Volume 1, 2021
- Title: Stock Prediction Using Machine Learning
Authors: Shubha Singh, Sreedevi Gutta, Ahmad Hadaegh
Doi: 10.37394/232018.2021.9.17
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Published in WSEAS Transactions on Computer Research, Volume 9, 2021
- Title: Early Breast Cancer Detection Utilizing Artificial Neural Network
Authors: Zakia Sultana, Md. Ashikur Rahman Khan, Nusrat Jahan
Doi: 10.37394/23208.2021.18.4
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 18, 2021
- Title: Early Gestational Diabetes Detection Using Neural Network
Authors: Tanzina Rahman Hera, Md. Ashikur Rahman Khan, Nishu Nath
Doi: 10.37394/23208.2021.18.1
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 18, 2021
- Title: ATNN and SVM for Autonomous Mobile Robot
Authors: I. Benchennane, A. Serra, M. Benyettou
Doi: 10.37394/23209.2020.17.16
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Published in WSEAS Transactions on Information Science and Applications, Volume 17, 2020
- Title: Efficient Technique for Facial Image Recognition With Support Vector Machines in 2D Images With Cross-validation in Matlab
Authors: Jose Augusto Cadena Moreano, Nora Bertha La Serna Palomino
Doi: 10.37394/23203.2020.15.18
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Published in WSEAS Transactions on Systems and Control, Volume 15, 2020
- Title: New Approach for Predictive Churn Analysis in Telecom
Authors: Melike Günay, Tolga Ensari
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Published in WSEAS Transactions on Communications, Volume 18, 2019
- Title: Prediction of the Long-Term Electrical Energy Consumption in Greece Using Adaptive Algorithms
Authors: Stylianos Sp. Pappas, Spyridon Adam
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Published in WSEAS Transactions on Power Systems, Volume 13, 2018
- Title: Average Displacement-Support Vector Machines via Lyapunov Exponents and Wave Approximate Function in Power Load Forecasting Model
Authors: Jianfeng Lia, Dongxiao Niu, Ming Wu, Yongli Wang, Meng Li, Mingyue Yong
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Published in WSEAS Transactions on Power Systems, Volume 13, 2018
- Title: Certain Improvements in Hybrid Feature Extraction Methods for Medical Image Classification
Authors: N. T. Renukadevi
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Published in WSEAS Transactions on Computer Research, Volume 5, 2017
- Title: Feature Selection Based on SVM in Photo-Thermal Infrared (IR) Imaging Spectroscopy Classification with Limited Training Samples
Authors: Nian Zhang, Keenan Leatham
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Published in WSEAS Transactions on Signal Processing, Volume 13, 2017
- Title: Clustering Utilization for Coverage Improvement in Wireless Border Surveillance Networks
Authors: Zhilbert Tafa
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Published in WSEAS Transactions on Computer Research, Volume 4, 2016
- Title: Research on Data-Driven Energy Efficiency Optimization for Copper Flash Smelting Process
Authors: Yuncheng Dong, Junfeng Yao, Fei Long, Kunhong Liu, Chenhan Lin
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Published in WSEAS Transactions on Signal Processing, Volume 12, 2016
- Title: The Application of SVM and GA-BP Algorithms in Stock Market Prediction
Authors: Hongxin Xue, Yanping Bai
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Published in WSEAS Transactions on Information Science and Applications, Volume 13, 2016
- Title: Automatic Diagnosis and Classification of Abnormalities in Digital X-ray Mammograms
Authors: Abdelali Elmoufid, Khalid El Fahssi, Said Jai-andaloussi, Abderrahim Sekkaki, Gwenole Quellec, Mathieu Lamard, Guy Cazuguel
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 13, 2016
- Title: An Improved Support Vector Machine Based on Particle Swarm Optimization in Laser Ultrasonic Defect Detection
Authors: Ting Xu, Hongping Hu, Xiaoyan Wang, Hui Liu, Yanping Bai
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Published in WSEAS Transactions on Computers, Volume 15, 2016
- Title: 1-NRTSVM via ADMM for Automatical Feature Selection and Classification Simultaneously
Authors: Haitao Xu, Liya Fan
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Published in WSEAS Transactions on Computers, Volume 15, 2016
- Title: A Novel Approach for Analog Circuit Incipient Fault Diagnosis by Using Kernel Entropy Component Analysis as a Preprocessor
Authors: Chao-Long Zhang, Yi-Gang He, Li-Fen Yuan, Wei He
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Published in WSEAS Transactions on Circuits and Systems, Volume 15, 2016
- Title: Analysis of the Power Quality Using Intelligent Techniques
Authors: Victor Garrido Arévalo, Jorge Luis Diaz R., Aldo Pardo Garcia
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Published in WSEAS Transactions on Power Systems, Volume 10, 2015
- Title: Genetic Algorithm Based Feature Selection in High Dimensional Text Dataset Classification
Authors: Ferhat Ӧzgür Ҫatak
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Published in WSEAS Transactions on Information Science and Applications, Volume 12, 2015
- Title: Rice Blast Disease Forecasting for Northern Philippines
Authors: Alvin R. Malicdem, Proceso L. Fernandez
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Published in WSEAS Transactions on Information Science and Applications, Volume 12, 2015
- Title: Research of Condition Based Maintenance Evaluation Model for the On-Post Vacuum Circuit Breaker on Least Squares Support Vector Machine Based on Particle Swarm Optimization Algorithm
Authors: Yanbin Cui, Yi Liang
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Published in WSEAS Transactions on Systems and Control, Volume 10, 2015
- Title: Application of Carbon Emissions Prediction Using Least Squares Support Vector Machine Based on Grid Search
Authors: Wei Sun, Yi Liang, Yanfeng Xu
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Published in WSEAS Transactions on Systems and Control, Volume 10, 2015
- Title: Multimodal Emotion Recognition Integrating Affective Speech with Facial Expression
Authors: Shiqing Zhang, Xiaohu Wang, Gang Zhang, Xiaoming Zhao
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Published in WSEAS Transactions on Signal Processing, Volume 10, 2014
- Title: A Survey on Remote Sensing Scene Classification Algorithms
Authors: Debabrata Ghosh, Naima Kaabouch
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Published in WSEAS Transactions on Signal Processing, Volume 10, 2014
- Title: Combining Spectral and Fractal Features for Emotion Recognition on Electroencephalographic Signals
Authors: Camilo E. Valderrama, Gonzalo Ulloa
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Published in WSEAS Transactions on Signal Processing, Volume 10, 2014
- Title: A Particle Swarm Optimization based Support Vector Machine for Digital Communication Equalizers
Authors: Zey-Ou Li, Chi-Wen Li, Ying-Ren Chien
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Published in WSEAS Transactions on Signal Processing, Volume 10, 2014
- Title: Least Square Support Vector Machine based Multiclass Classification of EEG Signals
Authors: Deepesh Kumar, Rajesh Kumar Tripathy, Ashutosh Acharya
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Published in WSEAS Transactions on Signal Processing, Volume 10, 2014
- Title: Research on The Prediction of Stock Market Based on Chaos and SVM
Authors: Cen Wan, Shanglei Chai
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Published in WSEAS Transactions on Information Science and Applications, Volume 11, 2014
- Title: A Computer-Aided System for Discriminating Normal from Cancerous Regions in IHC Liver Cancer Tissue Images Using K-means Clustering
Authors: R. M. Chen, Y. J. Wu, S. R. Jhuang, M. H. Hsieh, C. L. Kuo, Y. L. Ma, R. M. Hu, Jeffrey J. P. Tsai
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 11, 2014
- Title: Diagnosis of Diabetic Retinopathy by Extracting Blood Vessels and Exudates Using Retinal Color Fundus Images
Authors: G. S. Annie Grace Vimala, S. Kajamohideen
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Published in WSEAS Transactions on Biology and Biomedicine, Volume 11, 2014
- Title: Cross Layer Intrusion Detection System of Mobile Ad Hoc Networks Using Feature Selection Approach
Authors: T. Poongothai, K. Duraiswamy
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Published in WSEAS Transactions on Communications, Volume 13, 2014
- Title: Classification of Faults in Nuclear Power Plant
Authors: M. Awadalla, A. K. Abdien, S. M. Rashad, A. Ahmed, D. Al Abri
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Published in WSEAS Transactions on Systems, Volume 13, 2014
- Title: NMF based Dictionary Learning for Automatic Transcription of Polyphonic Piano Music
Authors: Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti
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Published in WSEAS Transactions on Signal Processing, Volume 9, 2013
- Title: A Comparative Study of SVM Models for Learning Handwritten Arabic Characters
Authors: Mahmoud Zennaki, Mamoun Mamouni, Kaddour Sadouni
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Published in WSEAS Transactions on Advances in Engineering Education, Volume 10, 2013
- Title: Learning Optimal Kernel for Pattern Classification
Authors: Minmin Ge, Liya Fan
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Published in WSEAS Transactions on Mathematics, Volume 12, 2013
- Title: Solving SVM Model Selection Problem Using ACOR and IACOR
Authors: Hiba Basim Alwan, Ku Ruhana Ku-Mahamud
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Published in WSEAS Transactions on Computers, Volume 12, 2013
- Title: Facial Expression Recognition Based on Local Binary Patterns and Local Fisher Discriminant Analysis
Authors: Shiqing Zhang, Xiaoming Zhao, Bicheng Lei
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Published in WSEAS Transactions on Signal Processing, Volume 8, 2012
- Title: A Hybrid Swarm Optimization Approach for Feature Set Reduction in Digital Mammograms
Authors: J. B. Jona, N. Nagaveni
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Published in WSEAS Transactions on Information Science and Applications, Volume 9, 2012
- Title: Facial Expression Recognition Using Sparse Representation
Authors: Shiqing Zhang, Xiaoming Zhao, Bicheng Lei
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Published in WSEAS Transactions on Systems, Volume 11, 2012
- Title: Forecasting Stock Market Trend using Prototype Generation Classifiers
Authors: Petr Hajek
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Published in WSEAS Transactions on Systems, Volume 11, 2012