Sofia Pillai
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View article: Hybrid 3D CNN and ResNet Deep Transfer Learning for High-Resolution Hippocampal Atrophy Mapping and Automated Alzheimer’s MRI Diagnosis
Hybrid 3D CNN and ResNet Deep Transfer Learning for High-Resolution Hippocampal Atrophy Mapping and Automated Alzheimer’s MRI Diagnosis Open
Early and accurate detection of Alzheimer's disease (AD) is crucial for a timely clinical intervention. Atrophy of the hippocampus has been established as a key neurodegenerative biomarker. This study presents a Hybrid 3D CNN–ResNet model …
View article: Differential Evolution Algorithm with Hierarchical Fair Competition Model
Differential Evolution Algorithm with Hierarchical Fair Competition Model Open
This paper presents the study of differential evolution algorithm with hierarchical fair competition model (HFC-DE). HFC model is based on the fair competition of societal system found in natural world. In this model, the population is spl…
View article: Bird Species Identification Using Yolact Classifier
Bird Species Identification Using Yolact Classifier Open
Capturing a perfect shot for an ornithologist is a challenging task when a bird is distant or the image captured is blurred or not recognizable due to motion, geographical, or weather phenomenon.Researchers from MIT have developed a novel …
View article: SUPER RESOLUTION MASK RCNN BASED TRANSFER DEEP LEARNING APPROACH FOR IDENTIFICATION OF BIRD SPECIES
SUPER RESOLUTION MASK RCNN BASED TRANSFER DEEP LEARNING APPROACH FOR IDENTIFICATION OF BIRD SPECIES Open
Spotting the difference between bird species is a challenging task because the minute characteristics cannot be distinguished by the human eye. This identification problem is an example of fine grained classification task. The algorithm in…
View article: IoT-Based Humanoid Software for Identification and Diagnosis of Covid-19 Suspects
IoT-Based Humanoid Software for Identification and Diagnosis of Covid-19 Suspects Open
COVID-19 pandemic has a catastrophic consequence globally since its first case was detected in December 2019, with an aggressive spread. Currently an exponential growth is expected. If not diagnosed at the proper time, COVID-19 may lead to…
View article: COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm
COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm Open
Integration of artificial intelligence (AI) techniques in wireless infrastructure, real-time collection, and processing of end-user devices is now in high demand. It is now superlative to use AI to detect and predict pandemics of a colossa…
View article: Stock Market Prediction using Deep Neural Networks
Stock Market Prediction using Deep Neural Networks Open
International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal …
View article: Weather Prediction using Scikit-Learn
Weather Prediction using Scikit-Learn Open
International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal …
View article: A Hybrid System Using CNN and AE for Noisy Image Classification
A Hybrid System Using CNN and AE for Noisy Image Classification Open
International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal …
View article: Review of IoT-Based Wireless Sensors for Environmental Monitoring
Review of IoT-Based Wireless Sensors for Environmental Monitoring Open
The recent adjustments in climate have multiplied the significance of environmental tracking, making it a topical and surprisingly active studies region. This Wi-Fi ld is based on remote sensing and on wireless sensor networks for gatherin…