Guru Prasad M S
YOU?
Author Swipe
View article: The PAthways to Resilience And Mental health (PARAM) project: protocol for a multi-site developmental cohort in India
The PAthways to Resilience And Mental health (PARAM) project: protocol for a multi-site developmental cohort in India Open
PARAM will offer insights into population-based developmental trajectories, identify modifiable risk and protective factors, and support predictive models for psychopathology. The findings are expected to inform precision interventions and…
View article: An efficient machine learning framework for optimizing hyperspectral data analysis in detecting adulterated honey
An efficient machine learning framework for optimizing hyperspectral data analysis in detecting adulterated honey Open
Honey adulteration detection involves employing spectral data, often utilizing machine learning (ML) techniques, to identify the presence of impurities or additives in honey. This study aims to explore ML models through the collection of a…
View article: Integrating Blockchain and Quantum Key Exchange with Deep Learning for Enhanced Medical Data
Integrating Blockchain and Quantum Key Exchange with Deep Learning for Enhanced Medical Data Open
View article: Enhancing Security in MANETs with Deep Learning-Based Intrusion Detection
Enhancing Security in MANETs with Deep Learning-Based Intrusion Detection Open
View article: Harnessing Deep Learning and Time Series Models for Accurate Global Solar Radiation Prediction
Harnessing Deep Learning and Time Series Models for Accurate Global Solar Radiation Prediction Open
View article: The metaverse: analyzing public sentiment and engagement in an emerging digital frontier
The metaverse: analyzing public sentiment and engagement in an emerging digital frontier Open
Introduction; The introduction highlights the growing global interest in the metaverse, which is characterized by immersive digital environments where users can interact in various ways. This trend is becoming increasingly relevant in the …
View article: The metaverse: analyzing public sentiment and engagement in an emerging digital frontier
The metaverse: analyzing public sentiment and engagement in an emerging digital frontier Open
Introduction; The introduction highlights the growing global interest in the metaverse, which is characterized by immersive digital environments where users can interact in various ways. This trend is becoming increasingly relevant in the …
View article: Synthesis, antimicrobial screening and computational study of some 3,5-diamino-4-(2'-nitrophenylazo)-1-aryl/heteroarylpyrazoles
Synthesis, antimicrobial screening and computational study of some 3,5-diamino-4-(2'-nitrophenylazo)-1-aryl/heteroarylpyrazoles Open
View article: Modelling appearance variations in expressive and neutral face image for automatic facial expression recognition
Modelling appearance variations in expressive and neutral face image for automatic facial expression recognition Open
In automatic facial expression recognition (AFER) systems, modelling the spatio‐temporal feature information in a specific manner, coalescing, and its effective utilization is challenging. The state‐of‐the‐art studies have examined integra…
View article: A systematic review on various applications and challenges in deep learning
A systematic review on various applications and challenges in deep learning Open
Deep learning and machine learning are essential since most companies require smart analytics to stay competitive. Artificial intelligence gave rise to machine learning, which in turn gave rise to deep learning. Machine Learning still domi…
View article: Exploring the Impact of Electromagnetic and Optical Radiation on Physical and Biological Objects and Artifact Reduction using Model-Based Iterative Reconstruction
Exploring the Impact of Electromagnetic and Optical Radiation on Physical and Biological Objects and Artifact Reduction using Model-Based Iterative Reconstruction Open
View article: Design of Energy Acquisition Prediction Model for Efficient and Secure Opportunistic Routing in EH WSNs
Design of Energy Acquisition Prediction Model for Efficient and Secure Opportunistic Routing in EH WSNs Open
The energy accessibility of hubs in Energy Collecting Remote Sensor Organizations (EH WSNs) can immensely affect the organization's exhibition, particularly as far as steering proficiency and security.The making of an energy obtaining expe…
View article: Detection of Transmission Control Protocol XMAS Attack Using Pattern Analysis with MONOSEK
Detection of Transmission Control Protocol XMAS Attack Using Pattern Analysis with MONOSEK Open
Електронна фізика відіграє основну роль у передачі даних між хостами.Сканування TCP XMAS передбачає визначення шаблону трафіку TCP для можливості визначити, які порти відкриті. На основі цієї інформації можна оцінити, чи була спроба XMAS-к…
View article: FOEH: Frequent Pattern Mining Performance Optimization over Large Transactional Data in Extended Hadoop MapReduce
FOEH: Frequent Pattern Mining Performance Optimization over Large Transactional Data in Extended Hadoop MapReduce Open
Frequent item mining is a process wherein we extract or mine frequent itemsets from a given input dataset. Apriori algorithms and FP-growth algorithms are two types of common pattern mining algorithms. Traditional implementations of such f…
View article: Automatic facial expression recognition combining texture and shape features from prominent facial regions
Automatic facial expression recognition combining texture and shape features from prominent facial regions Open
Facial expression is one form of communication which being non‐verbal in nature precedes verbal communication in both origin and conception. Most of the existing methods for Automatic Facial Expression Recognition (AFER) are mainly focused…
View article: FQRS: Farmer Query Redressal System Using Open-Source Framework
FQRS: Farmer Query Redressal System Using Open-Source Framework Open
The Farmer query redressal system (FQRS) is an application designed as a chatbot. The FQRS is developed with the help of machine learning and deep learning techniques. The FQRS interacts with the farmers and this system can understand and …
View article: High Performance Computation of Big Data: Performance Optimization Approach towards a Parallel Frequent Item Set Mining Algorithm for Transaction Data based on Hadoop MapReduce Framework
High Performance Computation of Big Data: Performance Optimization Approach towards a Parallel Frequent Item Set Mining Algorithm for Transaction Data based on Hadoop MapReduce Framework Open
View article: Performance Analysis of Schedulers to Handle Multi Jobs in Hadoop Cluster
Performance Analysis of Schedulers to Handle Multi Jobs in Hadoop Cluster Open
MapReduce is programming model to process the large set of data.Apache Hadoop an implementation of MapReduce has been developed to process the Big Data.Hadoop Cluster sharing introduces few challenges such as scheduling the jobs, processin…