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Scaled Conjugate Gradient Algorithm in Neural Network Based Approach for Handwritten Text Recognition
TLDR
We use Scaled Conjugate Gradient Algorithm, a second order training algorithm for training of neural network for handwritten character and text recognition. Expand
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Optimal Statistical Structure Validation of Brain Tumors Using Refractive Index
TLDR
We present this segmentation problem for the purpose of determining the exact location of brain tumour using refractive index study on the structural analysis of both tumorous and normal tissues. Expand
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Brain MRI segmentation for tumor detection using cohesion based self merging algorithm
TLDR
In this paper, we present segmentation of brain MRI for the purpose of determining the exact location of brain tumor using CSM based partitional clustering algorithm. Expand
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Simple transcriptional networks for differentially expressed genes
Transcriptional regulations in eukaryotes occur through the coordinated regulations of multiple transcription factors (TF). These transcriptional regulations are responsible for changes in expressionExpand
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Quantitative Trait Specific Differential Expression (qtDE)
TLDR
We have developed a simple procedure to find the differentially expressed (DE) genes across various tissues between phenotypes through linear correlation as well as non linear mutual information and polynomial regression between quantitative-trait and gene expression profiles. Expand
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Dissimilar Regulatory Actions Between Neurodegenerative Disease Pairs Through Probablistic Differential Correlation
Rigorous research on gene expression analysis comparing the expression samples over normal and diseased states has helped us in understanding the pattern of various diseases. To gain better insightExpand
A Nonlinear Multivariate Approach to Identify Differentially Coexpressed Pathways
TLDR
We use an established gene regulatory framework which accounts for the complete co-expression structure. Expand
COMPUTATIONAL ANALYSIS OF HANDWRITTEN NUMERALS USING ANN AND PSO WITH MUTATION
Hand written numeral recognition is one of the emerging areas in Computer Science related applications. This paper describes the application of Artificial Neural Network in Numerals recognitionExpand
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