B. Vanathi
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View article: Preliminary Phytochemical Analysis of Root Extracts of Argemone mexicana Linn
Preliminary Phytochemical Analysis of Root Extracts of Argemone mexicana Linn Open
Argemone mexicana is an indigenous plant often called prickly poppy. It is part of the Papaveraceae family. Argemone mexicana is recognized for its medicinal advantages within traditional medicine systems. In recent decades, there has been…
View article: Explainable Ai For Environmental Decision Support: Interpreting Deep Learning Models In Climate Science
Explainable Ai For Environmental Decision Support: Interpreting Deep Learning Models In Climate Science Open
Deep learning (DL) models have demonstrated high accuracy in climate science applications but suffer from "black-box" opacity, hindering their adoption in environmental decision-making. This research bridges this gap by integrating Explain…
View article: Enhancing Citrus Plant Health through the Application of Image Processing Techniques for Disease Detection
Enhancing Citrus Plant Health through the Application of Image Processing Techniques for Disease Detection Open
The foremost task in agriculture is the decisive identification of citrus plants and the timely identification of diseases in the plants with the aim of improving the quality of crops and the yield. In this work, a machine learning algorit…
View article: Damage Detection Using YOLOv8 AI for Vehicle Assessment
Damage Detection Using YOLOv8 AI for Vehicle Assessment Open
Vehicle damage detection is an essential task in automotive assessment, insurance claim processing, and fleet management. Traditional methods involve manual inspection, which is time-consuming and prone to errors. This paper presents an au…
View article: Software cost and effort estimation using dragonfly whale optimized multilayer perceptron neural network
Software cost and effort estimation using dragonfly whale optimized multilayer perceptron neural network Open
This paper proposed a Constructive Rapid Application Development Model based Software Cost Estimation Technique (CORADMO based SCET) for accurate software cost estimation. The data requirements, cost drivers, constraints and priorities are…
View article: Deep Learning Based Human Emotion Exposure Detection Using Vocal and Countenance
Deep Learning Based Human Emotion Exposure Detection Using Vocal and Countenance Open
The subtle expression of emotions on a person's face might give insight into the ideas running through that person's head. Today's society depends on being able to read facial emotions. Faces are a universal language that humans use to com…
View article: YOLO Based Deep Learning Model for Segmenting the Color Images
YOLO Based Deep Learning Model for Segmenting the Color Images Open
The first stage is to extract fine details from a picture using Red Green Blue (RGB) colour space is colour image segmentation. Most grayscale and colour picture segmentation algorithms use original or updated fuzzy c-means (FCM) clusterin…
View article: Enhanced machine learning method for classification of rocks and structures using outlier filter
Enhanced machine learning method for classification of rocks and structures using outlier filter Open
Artificial Intelligence provide effective solution to many real time problems and challenges in the world. Real Time Analysis of rocks and structures is one of such challenges. Many situations require gaining the knowledge of rocks or buil…
View article: FASTER–RCNN for Skin Burn Analysis and Tissue Regeneration
FASTER–RCNN for Skin Burn Analysis and Tissue Regeneration Open
Skin is the largest body organ that is prone to the environment most specifically. Therefore the skin is susceptible to many damages, including burn damage. Burns can endanger life and are linked to high morbidity and mortality rates. Effe…
View article: Enhancing Offline Tamil Handwritten Character Recognition Using Optimal Newton Algorithm Based Deep Convolution Extreme Learning Model
Enhancing Offline Tamil Handwritten Character Recognition Using Optimal Newton Algorithm Based Deep Convolution Extreme Learning Model Open
The authors have requested that this preprint be removed from Research Square.
View article: A Study of Frontal Signals in Brain Computer Interfaces: Interpretation of EEG & FNIRS
A Study of Frontal Signals in Brain Computer Interfaces: Interpretation of EEG & FNIRS Open
This paper focuses on electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) comparison to help the rehabilitation patients. Both methods have unique techniques and placement of electrodes. Usage of signals are diff…
View article: Deep Learning Techniques to Address Issues in Data Quality and Data Variety
Deep Learning Techniques to Address Issues in Data Quality and Data Variety Open
Deep Learning and Big Data Analytics are key focus in current rapidly growing environment. The use of large data has become crucial to different organizations as they collecting huge amount of domain-specific data, which contains critical …
View article: A Review on Privacy Preservation in Data Mining
A Review on Privacy Preservation in Data Mining Open
The main focus of privacy preserving data publishing was to enhance traditional data mining techniques for masking sensitive information through data modification.The major issues were how to modify the data and how to recover the data min…