Additive Cellular Automata Augmented with Deep Learning for Pattern Reorganization

P Kiran Sree; SSSN Usha Devi N

Additive Cellular Automata Augmented with Deep Learning for Pattern Reorganization

P Kiran Sree, SSSN Usha Devi N

Abstract

This article also a new approach to classify several problems based on the properties of Additive Cellular Automata. We use a state-transition which consists of a set of disjoint trees rooted at cyclic states of unit cycle length thus forming a natural classifier. The framework proposed is strengthened with genetic algorithm to find the desired local rule of the modeling as a global state function.

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References

. Kiran Sree P, Ramesh Babu I. Investigating an Artificial Immune System to Strengthen the Protein Structure Prediction and Protein Coding Region Identification using Cellular Automata Classifier. International Journal of Bioinformatics Research and Applications 2009; 5(6): 647-62.

. Kiran Sree P, Ramesh Babu I. Power-Aware Hybrid Intrusion Detection System (PHIDS) using Cellular Automata in Wireless Ad Hoc Networks. World Scientific and Engineering Academy and Society transactions on computers, USA 2008; 11(7): 1848-74.

. Kiran Sree P, Ramesh Babu I. Identification of Promoter Region in Genomic DNA Using Cellular Automata Based Text Clustering. The International Arab Journal of Information Technology 2010; 7(1): 75-8.

. Kiran Sree P, Ramesh Babu I. Improving Quality of Clustering using Cellular Automata for Information retrieval. International Journal of Computer

Science 2008; 4(2): 167-71.

. Kiran Sree P, Ramesh Babu I. A Novel Protein Coding Region Identifying Tool using Cellular Automata Classifier with Trust-Region Method and Parallel Scan Algorithm (NPCRITCACA). International Journal of Biotechnology and Biochemistry 2008; 4(2): 177-89.

. Kiran Sree P, Ramesh Babu I. Non Linear Cellular Automata in identification of protein coding regions. Journal of Proteomics and Bioinformatics 2008; 5(6): 123.

. Kiran Sree P, Ramesh Babu I. Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm. ICGST International Journal on Graphics, Vision and Image Processing (GVIP) 2008; 8(2): 1-7.

. Kiran Sree P, Ramesh Babu I. Cellular Automata with Biological Sequence Analysis Approach to Robotic Soccer. International Journal of Computer Science and Applications 2009; 2(2): 127-34.