Modified Clonal Algorithm using Deep Learning

P Kiran Sree, SSSN Usha Devi N

Abstract


This article uses the basic frame work of Deep Learning Mechanism (DLM) to build a potential, versatile and robust classifier which can be applied to the diverse fields like bioinformatics, networks, image processing, compression and information retrieval. Detailed studies of various types of DLM and some classes of DLM referred as MADLM (Multiple Attractor DLM), GMADLM (General Multiple Attractor DLM) and FMADLM (Fuzzy Multiple Attractor DLM) were presented with their possible applications. This article concentrates in projecting MACA as a potential classification tool for specific applications in the domain of bioinformatics and network security.


Keywords


Algorithm, DLM, MADLM, GMADLM, FMADLM.

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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.


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