Wednesday, 31 August 2022

International Journal on Soft Computing (IJSC)

 ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html 

Scope & Topics

Soft computing is likely to play an important role in science and engineering in the future. The successful applications of soft computing and the rapid growth suggest that the impact of soft computing will be felt increasingly in coming years. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. This journal serves as a platform that fosters new applications for all scientists and engineers engaged in research and development in this fast growing field

Topics considered include but are not limited to: 

        Fuzzy Systems

        Neural Networks

        Machine learning

        Probabilistic Reasoning

        Evolutionary Computing

        Pattern recognition

        Hybrid intelligent systems,

        Software agents

        Morphic Computing

        Image processing,

        E-commerce, e-medicine

        Rough Sets

        Symbolic machine learning,

        Wavelet

        Signal or Image Processing

        Vision Recognition

        Biomedical Engineering

        Telecommunications

        Reactive Distributed AI

        Nano & Micro-systems

        Data Visualization

Paper Submission

Authors are invited to submit papers for this journal through E-mail: ijsc@aircconline.com or through Submission System. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal.

Important Dates 

·         Submission Deadline  : September 10, 2022

·         Notification         : October 10, 2022

·         Final Manuscript Due : October 17, 2022

·         Publication date     : Determined by the Editor-in-Chief

Contact Us

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com Submission System 

http://coneco2009.com/submissions/imagination/home.html

Google scholar: https://scholar.google.co.in/citations?user=4BpotHUAAAAJ&hl=en

Academia: https://independent.academia.edu/IjscJournal




Monday, 29 August 2022

Call for Papers - International Journal on Soft Computing ( IJSC )

 #softcomputing #neuralnetworks #FuzzyLogic #wavelet #nanotechnology

International Journal on Soft Computing ( IJSC )

ISSN: 2229 - 6735 [Online] ; 2229 - 7103 [Print]

Website URL: https://airccse.org/journal/ijsc/ijsc.html

Submission Deadline : September 10, 2022

Contact Us:  ijscjournal@yahoo.com or ijsc@aircconline.com

Paper Submission URL - http://coneco2009.com/submissions/imagination/home.html



Wednesday, 24 August 2022

Performance based Comparison between Various Z-N Tuninng PID and Fuzzy Logic PID Controller in Position Control System of DC Motor

G.Sudha1 and Anita2, 1Vivekanandha College of Technology for Women, India, 2IRTT, Erode, India

Abstract

The objective of this paper is to compare the time specification performance between conventional controller and Fuzzy Logic controller in position control system of a DC motor. The scope of this research is to apply direct control technique in position control system. Two types of controller namely PID and fuzzy logic PID controller will be used to control the output response. This paper was written to reflect on the work done on the implementation of a fuzzy logic PID controller. The fuzzy controller was used to control the position of a motor which can be considered for a general basis in any project design containing logic control. Motor parameters were taken from a datasheet with respect to a real motor and a simulated model was developed using Matlab Simulink Toolbox. The fuzzy control was also designed using the Fuzzy Control Toolbox provided within Matlab, with each rule consisting of fuzzy sets conditioned to provide appropriate response times with regards to the limitations of our chosen motor. The Fuzzy Inference Engine chosen for our control was the Mamdani Minimum Inference engine. The results of the control provided response times suitable for our application.

Key words:

PID, fuzzy logic, position control system, DC motor, Z-N method

Original Source URL: https://airccse.org/journal/ijsc/papers/3312ijsc05.pdf

https://airccse.org/journal/ijsc/current2012.html

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Contact Us

Here's where you can reach us : ijscjournal@yahoo.com or ijsc@aircconline.com

Submission System http://coneco2009.com/submissions/imagination/home.html



Thursday, 18 August 2022

Tuesday, 16 August 2022

A Rough Set based Fuzzy Inference System for Mining Temporal Medical Databases

 U Keerthika1 R Sethukkarasi2 and A Kannan2, 1R.M.K. Engineering College, Kavaraipettai, India, 2Anna University, India

ABSTRACT

The main objective of this research work is to construct a Fuzzy Temporal Rule Based Classifier that uses fuzzy rough set and temporal logic in order to mine temporal patterns in medical databases. The lower approximation concepts and fuzzy decision table with the fuzzy features are used to obtain fuzzy decision classes for building the classifier. The goals are pre-processing for feature selection, construction of classifier, and rule induction based on increment rough set approach. The features are selected using Hybrid Genetic Algorithm. Moreover the elementary sets are obtained from lower approximations are categorized into the decision classes. Based on the decision classes a discernibility vector is constructed to define the temporal consistency degree among the objects. Now the Rule Based Classifier is transformed into a temporal rule based fuzzy inference system by incorporating the Allen’s temporal algebra to induce rules. It is proposed to use incremental rough set to update rule induction in dynamic databases. Ultimately these rules are categorized as rules with range values to perform prediction effectively. The efficiency of the approach is compared with other classifiers in order to assess the accuracy of the fuzzy temporal rule based classifier. Experiments have been carried out on the diabetic dataset and the simulation results obtained prove that the proposed temporal rule-based classifier on clinical diabetic dataset stays as an evidence for predicting the severity of the disease and precision in decision support system.

KEYWORDS

Fuzzy Rough Sets, Lower approximations, Rule Based Classifier, Allen’s Temporal Algebra

Original Source URL: https://airccse.org/journal/ijsc/papers/3312ijsc04.pdf

https://airccse.org/journal/ijsc/current2012.html

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Contact Us

Here's where you can reach us : ijscjournal@yahoo.com or ijsc@aircconline.com

Submission System http://coneco2009.com/submissions/imagination/home.html




Call for Papers! August Issue!

International Journal on Soft Computing ( IJSC )

ISSN: 2229 - 6735 [Online] ; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Submission Deadline: August 20, 2022

Contact Us:  ijscjournal@yahoo.com or ijsc@aircconline.com

Paper Submission URL - http://coneco2009.com/submissions/imagination/home.html

#Softcomputing #Machinelearning #fuzzylogic #evolutionarycomputation



Friday, 12 August 2022

Neural Network based Supervised Self Organizing Maps for Face Recognition

A.S.Raja1 and V. JosephRaj2, 1Sathyabama University, India, 2Kamaraj College, India

ABSTRACT

The word biometrics refers to the use of physiological or biological characteristics of human to recognize and verify the identity of an individual. Face is one of the human biometrics for passive identification with uniqueness and stability. In this manuscript we present a new face based biometric system based on neural networks supervised self organizing maps (SOM). We name our method named SOM-F. We show that the proposed SOM-F method improves the performance and robustness of recognition. We apply the proposed method to a variety of datasets and show the results.

KEYWORDS

Biometrics, Face, Supervised Self Organizing Maps (SOM). 

Original Source URL: https://airccse.org/journal/ijsc/papers/3312ijsc03.pdf

https://airccse.org/journal/ijsc/current2012.html

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Contact Us

Here's where you can reach us : ijscjournal@yahoo.com or ijsc@aircconline.com

Submission System http://coneco2009.com/submissions/imagination/home.html






Friday, 5 August 2022

A Comparison of Particle Swarm Optimization and Differential Evolution

Vu Truong Vu,Ho Chi Minh City University of Transport, Viet Nam

ABSTRACT

Two modern optimization methods including Particle Swarm Optimization and Differential Evolution are compared on twelve constrained nonlinear test functions. Generally, the results show that Differential Evolution is better than Particle Swarm Optimization in terms of high-quality solutions, running time and robustness.

KEYWORDS

Particle Swarm Optimization, Differential Evolution

Original Source URL: https://airccse.org/journal/ijsc/papers/3312ijsc02.pdf

https://airccse.org/journal/ijsc/current2012.html

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Contact Us

Here's where you can reach us : ijscjournal@yahoo.com or ijsc@aircconline.com

Submission System http://coneco2009.com/submissions/imagination/home.html




Wednesday, 3 August 2022

International Journal on Soft Computing ( IJSC )

 #softcomputing #neuralnetworks #FuzzyLogic #wavelet #nanotechnology

International Journal on Soft Computing ( IJSC )

ISSN: 2229 - 6735 [Online] ; 2229 - 7103 [Print]

Website URL: https://airccse.org/journal/ijsc/ijsc.html

Submission Deadline: August 06, 2022

Indexing URL: https://airccse.org/journal/ijsc/index.html

Contact Us:  ijscjournal@yahoo.com or ijsc@aircconline.com

Paper Submission URL - http://coneco2009.com/submissions/imagination/home.html



Tuesday, 2 August 2022

3rd International Conference on Machine Learning Techniques and NLP (MLNLP 2022)

September 24 ~ 25, 2022, Toronto, Canada

https://csity2022.org/mlnlp/index

Submission Deadline: August 06, 2022

Contact Us

Here's where you can reach us : mlnlp@csity2022.org or mlnlpconference@yahoo.com

Submission System: https://csity2022.org/submission/index.php

#NLP #Machinelearning #Ontology #Semanticweb #Informationretrieval



February Issue Journal! Authors are invited to submit papers!

International Journal on Soft Computing (IJSC) ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print] https://airccse.org/journal/ijsc/ijsc.html He...