COMPARATIVE EVALUATION OF FUZZY INFERENCE SYSTEM, SUPPORT VECTOR MACHINE AND MULTILAYER FEED-FORWARD NEURAL NETWORK IN MAKING DISCRETIONARY LANE CHANGING DECISIONS

Esmaeil Balal; Ruey Long Cheu

doi:10.14311/nnw.2018.28.021

COMPARATIVE EVALUATION OF FUZZY INFERENCE SYSTEM, SUPPORT VECTOR MACHINE AND MULTILAYER FEED-FORWARD NEURAL NETWORK IN MAKING DISCRETIONARY LANE CHANGING DECISIONS

Neural Network World ◽

10.14311/nnw.2018.28.021 ◽

2018 ◽

Vol 28 (4) ◽

pp. 361-378 ◽

Cited By ~ 2

Author(s):

Esmaeil Balal ◽

Ruey Long Cheu

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Fuzzy Inference System ◽

Comparative Evaluation ◽

Fuzzy Inference ◽

Support Vector ◽

System Support ◽

Feed Forward Neural Network ◽

Lane Changing ◽

Inference System

Download Full-text

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

Journal of Hydrology ◽

10.1016/j.jhydrol.2013.11.054 ◽

2014 ◽

Vol 509 ◽

pp. 379-386 ◽

Cited By ~ 156

Author(s):

Zhibin He ◽

Xiaohu Wen ◽

Hu Liu ◽

Jun Du

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Comparative Study ◽

Fuzzy Inference System ◽

River Flow ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

Download Full-text

Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification

2011 10th International Conference on Machine Learning and Applications and Workshops ◽

10.1109/icmla.2011.24 ◽

2011 ◽

Cited By ~ 1

Author(s):

Pretesh B. Patel ◽

Tshilidzi Marwala

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

Download Full-text

Classification based on Gaussian-kernel Support Vector Machine with Adaptive Fuzzy Inference System

PRZEGLĄD ELEKTROTECHNICZNY ◽

10.15199/48.2018.05.03 ◽

2018 ◽

Vol 1 (5) ◽

pp. 16-24 ◽

Cited By ~ 3

Author(s):

Jafar ABUKHAIT

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Gaussian Kernel ◽

Support Vector ◽

Inference System ◽

Adaptive Fuzzy ◽

Kernel Support Vector Machine

Download Full-text

Semantic Based Fuzzy Inference System (SBFIS) Prediction of Patient Emotion and Prescription Using Support Vector Machine

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2016.1756 ◽

2016 ◽

Vol 6 (3) ◽

pp. 769-773 ◽

Cited By ~ 1

Author(s):

P. Ajitha ◽

G. Gunasekaran

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System

Download Full-text

Predicting the Longitudinal Dispersion Coefficient Using Support Vector Machine and Adaptive Neuro-Fuzzy Inference System Techniques

Environmental Engineering Science ◽

10.1089/ees.2008.0360 ◽

2009 ◽

Vol 26 (10) ◽

pp. 1503-1510 ◽

Cited By ~ 29

Author(s):

Roohollah Noori ◽

Abdulreza Karbassi ◽

Ashkan Farokhnia ◽

Majid Dehghani

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Dispersion Coefficient ◽

Longitudinal Dispersion ◽

Support Vector ◽

Longitudinal Dispersion Coefficient ◽

Inference System ◽

Neuro Fuzzy

Download Full-text

Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS)

Water Resources Management ◽

10.1007/s11269-013-0382-4 ◽

2013 ◽

Vol 27 (10) ◽

pp. 3803-3823 ◽

Cited By ~ 69

Author(s):

Afiq Hipni ◽

Ahmed El-shafie ◽

Ali Najah ◽

Othman Abdul Karim ◽

Aini Hussain ◽

...

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Water Levels ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Svm Model

Download Full-text

Performance Comparison of Adaptive Neuro Fuzzy Inference System and Support Vector Machine Algorithm in Balanced and Unbalanced Multiclass Data Classification

10.1109/ic2ie53219.2021.9649423 ◽

2021 ◽

Author(s):

Muhammad Irfan Saputra ◽

Irwan Budiman ◽

Dwi Kartini ◽

Dodon Turianto Nugrahadi ◽

Mohammad Reza Faisal

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Data Classification ◽

Performance Comparison ◽

Support Vector ◽

Support Vector Machine Algorithm ◽

Inference System ◽

Neuro Fuzzy

Download Full-text

New fuzzy inference system using a support vector machine

Proceedings of the 41st IEEE Conference on Decision and Control, 2002. ◽

10.1109/cdc.2002.1184703 ◽

2003 ◽

Cited By ~ 2

Author(s):

Jongcheol Kim ◽

Sangchul Won

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System

Download Full-text

Fault detection and diagnosis of an industrial steam turbine using fusion of SVM (support vector machine) and ANFIS (adaptive neuro-fuzzy inference system) classifiers

Energy ◽

10.1016/j.energy.2010.06.001 ◽

2010 ◽

Vol 35 (12) ◽

pp. 5472-5482 ◽

Cited By ~ 118

Author(s):

Karim Salahshoor ◽

Mojtaba Kordestani ◽

Majid S. Khoshro

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Steam Turbine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Fault Detection And Diagnosis ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Detection And Diagnosis

Download Full-text

Induced Rule-Based Fuzzy Inference System from Support Vector Machine Classifier for Anomalous Propagation Echo Detection

International Journal of Machine Learning and Computing ◽

10.18178/ijmlc.2016.6.2.579 ◽

2016 ◽

Vol 6 (2) ◽

pp. 92-96

Author(s):

Hansoo Lee ◽

◽

Yeongsang Jeong ◽

Sungshin Kim

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Support Vector Machine Classifier ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Rule Based ◽

Echo Detection ◽

Anomalous Propagation

Download Full-text