VoteDroid: a new ensemble voting classifier for malware detection based on fine-tuned deep learning models
Sign Up to like & getrecommendations! Published in 2024 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-024-19390-7
Abstract: In this work, VoteDroid a novel fine-tuned deep learning models-based ensemble voting classifier has been proposed for detecting malicious behavior in Android applications. To this end, we proposed adopting the random search optimization algorithm for… read more here.
Keywords: deep learning; voting classifier; ensemble voting; learning models ... See more keywords
Supervised learning via ensembles of diverse functional representations: the functional voting classifier
Sign Up to like & getrecommendations! Published in 2024 at "Statistics and Computing"
DOI: 10.1007/s11222-024-10503-8
Abstract: Many conventional statistical and machine learning methods face challenges when applied directly to high dimensional temporal observations. In recent decades, Functional Data Analysis (FDA) has gained widespread popularity as a framework for modeling and analyzing… read more here.
Keywords: voting; voting classifier; functional representations; functional data ... See more keywords
A machine learning approach to classifying New York Heart Association (NYHA) heart failure
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-62555-5
Abstract: According to the European Society of Cardiology, globally the number of patients with heart failure nearly doubled from 33.5 million in 1990 to 64.3 million in 2017, and is further projected to increase dramatically in… read more here.
Keywords: voting classifier; heart; machine learning; learning approach ... See more keywords
Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD)
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DOI: 10.1109/access.2020.3047831
Abstract: The proliferation of user-generated content on social media has made opinion mining an arduous job. As a microblogging platform, Twitter is being used to collect views about products, trends, and politics. Sentiment analysis is a… read more here.
Keywords: voting classifier; emotion recognition; recognition textual; classifier sgd ... See more keywords
Prediction of Movie Quality via Adaptive Voting Classifier
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DOI: 10.1109/access.2022.3195228
Abstract: Information retrieval from huge social web data is a challenging task for conventional search engines. Recently, information filtering recommender systems may help to find movies, however, their services are limited because of not considering movie… read more here.
Keywords: voting classifier; prediction; movie quality; quality ... See more keywords
Novel extreme regression-voting classifier to predict death risk in vaccinated people using VAERS data
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DOI: 10.1371/journal.pone.0270327
Abstract: COVID-19 vaccination raised serious concerns among the public and people are mind stuck by various rumors regarding the resulting illness, adverse reactions, and death. Such rumors are dangerous to the campaign against the COVID-19 and… read more here.
Keywords: voting classifier; vaccinated people; death; predict death ... See more keywords
Predicting Overall Survival Using Machine Learning Algorithms in Oral Cavity Squamous Cell Carcinoma
Sign Up to like & getrecommendations! Published in 2022 at "AntiCancer Research"
DOI: 10.21873/anticanres.16094
Abstract: Background/Aim: Machine learning (ML) models are often modelled to predict cancer prognosis but rarely consider spatial factors in a region. Hence this study explored machine learning algorithms utilising Local Government Areas (LGAs) in Queensland, Australia… read more here.
Keywords: voting classifier; year; machine learning; overall survival ... See more keywords