Sampling and noise filtering methods for recommender systems: A literature review

K Jain, R Jindal - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In the era of online business, many e-commerce sites have evolved which recommend items
according to one's needs and interests. Plenty of data is available to be processed to make …

Cyber attack detection thanks to machine learning algorithms

A Delplace, S Hermoso, K Anandita - arXiv preprint arXiv:2001.06309, 2020 - arxiv.org
Cybersecurity attacks are growing both in frequency and sophistication over the years. This
increasing sophistication and complexity call for more advancement and continuous …

Hybrid convolutional neural network (CNN) and long-short term memory (LSTM) based deep learning model for detecting shilling attack in the social-aware network

K Vivekanandan, N Praveena - Journal of Ambient Intelligence and …, 2021 - Springer
In social aware network (SAN) paradigm, the fundamental activities concentrate on
exploring the behavior and attributes of the users. This investigation of user characteristic …

Hybrid gated recurrent unit and convolutional neural network-based deep learning mechanism for efficient shilling attack detection in social networks

N Praveena, K Juneja, M Rashid, AO Almagrabi… - Computers and …, 2023 - Elsevier
The degree of openness of the socially aware recommendation systems and the possibility
of the attackers injecting vast numbers of fake profiles biases the prediction of the system …

Time-Bin-Based Neighbourhood Algorithm for Temporal Effects in Recommendation Systems

S Aygun, M Katipoglu - Tehnički vjesnik, 2022 - hrcak.srce.hr
Sažetak Recommender systems are used in various applications to boost the prediction
accuracy of user preferences. The recent developments in recommendation frameworks …

[图书][B] Detecting Security Anomalies Using Machine Learning for Smart Homes

CO Benedict - 2023 - search.proquest.com
Smart home technology (SHT), an Internet of Things (IoT) application, is a growing industry
centered on the remote control of devices and networks that offers convenience, cost …

Підсистема підтримки прийняття рішень при виникненні пожежі в салоні повітряного судна

ЮО Горбань - 2022 - dspace.nau.edu.ua
Стрімке впровадження інфокомунікаційних технологій у різні сфери людської діяльності
сприяє розвитку методів протидії їхньому функціонуванню для стримування …