Synthetic data generation for tabular health records: A systematic review

M Hernandez, G Epelde, A Alberdi, R Cilla, D Rankin - Neurocomputing, 2022 - Elsevier
Synthetic data generation (SDG) research has been ongoing for some time with promising
results in different application domains, including healthcare, biometrics and energy …

Recent advances in trustworthy explainable artificial intelligence: Status, challenges, and perspectives

A Rawal, J McCoy, DB Rawat… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) have come a long way from the earlier
days of conceptual theories, to being an integral part of today's technological society. Rapid …

Data-Centric Systems and Applications

MJ Carey, S Ceri, P Bernstein, U Dayal, C Faloutsos… - Italy: Springer, 2006 - Springer
The rapid growth of the Web in the past two decades has made it the largest publicly
accessible data source in the world. Web mining aims to discover useful information or …

Synthetic Data--what, why and how?

J Jordon, L Szpruch, F Houssiau, M Bottarelli… - arxiv preprint arxiv …, 2022 - arxiv.org
This explainer document aims to provide an overview of the current state of the rapidly
expanding work on synthetic data technologies, with a particular focus on privacy. The …

OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city

M Gheisari, HE Najafabadi, JA Alzubi, J Gao… - Future Generation …, 2021 - Elsevier
IoT devices generate data over time, which is going to be shared with other parties to
provide high-level services. Smart City is one of its applications which aims to manage cities …

A survey on IoT platforms: Communication, security, and privacy perspectives

L Babun, K Denney, ZB Celik, P McDaniel… - Computer Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) redefines the way how commodity and industrial tasks
are performed every day. The integration of sensors, lightweight computation, and the …

[หนังสือ][B] Recommender systems

CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …

[หนังสือ][B] Data mining: the textbook

CC Aggarwal - 2015 - Springer
This textbook explores the different aspects of data mining from the fundamentals to the
complex data types and their applications, capturing the wide diversity of problem domains …

Privacy and security concerns in the smart city

BFG Fabrègue, A Bogoni - Smart Cities, 2023 - mdpi.com
This article will highlight negative personal privacy and informational security outcomes that
may arise from development programs currently pursued in smart cities. It aims to illustrate …

Multi-key privacy-preserving deep learning in cloud computing

P Li, J Li, Z Huang, T Li, CZ Gao, SM Yiu… - Future Generation …, 2017 - Elsevier
Deep learning has attracted a lot of attention and has been applied successfully in many
areas such as bioinformatics, imaging processing, game playing and computer security etc …