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[HTML][HTML] COVID-19 vaccination awareness and aftermath: public sentiment analysis on Twitter data and vaccinated population prediction in the USA
Social media, such as Twitter, is a source of exchanging information and opinion on global
issues such as COVID-19 pandemic. In this study, we work with a database of around 1.2 …
issues such as COVID-19 pandemic. In this study, we work with a database of around 1.2 …
Graph mining for cybersecurity: A survey
The explosive growth of cyber attacks today, such as malware, spam, and intrusions, has
caused severe consequences on society. Securing cyberspace has become a great concern …
caused severe consequences on society. Securing cyberspace has become a great concern …
A graph-theoretic approach for the detection of phishing webpages
Over the years, various technical means have been developed to protect Internet users from
phishing attacks. To enrich the anti-phishing efforts, we capitalise on concepts from graph …
phishing attacks. To enrich the anti-phishing efforts, we capitalise on concepts from graph …
Scalable distributed Louvain algorithm for community detection in large graphs
Community detection (or clustering) in large-scale graphs is an important problem in graph
mining. Communities reveal interesting organizational and functional characteristics of a …
mining. Communities reveal interesting organizational and functional characteristics of a …
Advances in spam detection for email spam, web spam, social network spam, and review spam: ML-based and nature-inspired-based techniques
AA Akinyelu - Journal of Computer Security, 2021 - journals.sagepub.com
Despite the great advances in spam detection, spam remains a major problem that has
affected the global economy enormously. Spam attacks are popularly perpetrated through …
affected the global economy enormously. Spam attacks are popularly perpetrated through …
A Machine Learning Framework for Melt-Pool Geometry Prediction and Process Parameter Optimization in the Laser Powder-Bed Fusion Process
This study presents a cost-effective and high-precision machine learning (ML) method for
predicting the melt-pool geometry and optimizing the process parameters in the laser …
predicting the melt-pool geometry and optimizing the process parameters in the laser …
Community detection using semi-supervised learning with graph convolutional network on GPUs
Graph Convolutional Network (GCN) has drawn considerable research attention in recent
times. Many different problems from diverse domains can be solved efficiently using GCN …
times. Many different problems from diverse domains can be solved efficiently using GCN …
DyG-DPCD: A Distributed Parallel Community Detection Algorithm for Large-Scale Dynamic Graphs
Dynamic (Temporal) graphs capture the valuable evolution of real-world systems, from the
continuously evolving patterns of social interactions and genetic pathways to the dynamic …
continuously evolving patterns of social interactions and genetic pathways to the dynamic …
Intelligent Web Spam Detection in the Consumer Internet of Things
R Wang, X Zhuang, X Zhu, AK Bashir… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The Consumer Internet of Things (CIoT) integrates the advantage of Internet of Things (IoT)
technologies to provide convenience in consumers' daily lives. With the rapid development …
technologies to provide convenience in consumers' daily lives. With the rapid development …
Phishy? detecting phishing emails using ml and nlp
Phishing emails, a type of cyberattack using fake emails, are difficult to recognize due to
sophisticated techniques employed by attackers. In this paper, we use a natural language …
sophisticated techniques employed by attackers. In this paper, we use a natural language …