Friday, 19 May 2023

International Journal on Soft Computing (IJSC)

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

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

Paper Submission URL - https://airccse.com/submissioncs/home.html

Submission Deadline: May 20, 2023

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

Wednesday, 17 May 2023

5th International Conference on Machine Learning & Applications (CMLA 2023)

June 17 ~ 18, 2023, Sydney, Australia

Webpage URL: https://cseit2023.org/cmla/index

Submission Deadline: May 20, 2023

Contact us:

Here's where you can reach us: cmla@cseit2023.org (or) cmlaconference@yahoo.com

Submission URL:

https://cseit2023.org/submission/index.php

Monday, 15 May 2023

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: May 20, 2023

· Notification : June 20, 2023

· Final Manuscript Due: June 28, 2023

· 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

https://airccse.com/submissioncs/home.html

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

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

Thursday, 11 May 2023

An Approach for IRIS Plant Classification Using Neural Network

Madhusmita Swain1, Sanjit Kumar Dash1, Sweta Dash2 and Ayeskanta Mohapatra3, 1College of Engineering and Technology, India, 2Synergy Institute of Engineering and Technology, India and 3Hi-tech Institute of Technology, India

ABSTRACT

Classification is a machine learning technique used to predict group membership for data instances. To simplify the problem of classification neural networks are being introduced. This paper focuses on IRIS plant classification using Neural Network. The problem concerns the identification of IRIS plant species on the basis of plant attribute measurements. Classification of IRIS data set would be discovering patterns from examining petal and sepal size of the IRIS plant and how the prediction was made from analyzing the pattern to form the class of IRIS plant. By using this pattern and classification, in future upcoming years the unknown data can be predicted more precisely. Artificial neural networks have been successfully applied to problems in pattern classification, function approximations, optimization, and associative memories. In this work, Multilayer feed- forward networks are trained using back propagation learning algorithm.

KEYWORDS

IRIS dataset, artificial neural networks, Back-propagation algorithm

Original Source URL: https://airccse.org/journal/ijsc/papers/2112ijsc07.pdf

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

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Submission System: https://airccse.com/submissioncs/home.html