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Machine learning in marketing: Recent progress and future research directions
Decision-making in marketing has changed dramatically in the past decade. Companies
increasingly use algorithms to generate predictions for marketing decisions, such as which …
increasingly use algorithms to generate predictions for marketing decisions, such as which …
Survey on privacy-preserving techniques for microdata publication
The exponential growth of collected, processed, and shared microdata has given rise to
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
concerns about individuals' privacy. As a result, laws and regulations have emerged to …
[HTML][HTML] User-centric privacy preserving models for a new era of the Internet of Things
New concepts based on the Internet of Things propose the integration of the human factor as
a key component of novel interconnected ecosystems, to offer them new services and …
a key component of novel interconnected ecosystems, to offer them new services and …
Revealing the landscape of privacy-enhancing technologies in the context of data markets for the IoT: A systematic literature review
IoT data markets in public and private institutions have become increasingly relevant in
recent years because of their potential to improve data availability and unlock new business …
recent years because of their potential to improve data availability and unlock new business …
Deep learning in diverse intelligent sensor based systems
Deep learning has become a predominant method for solving data analysis problems in
virtually all fields of science and engineering. The increasing complexity and the large …
virtually all fields of science and engineering. The increasing complexity and the large …
Trust no bot: Discovering personal disclosures in human-llm conversations in the wild
Measuring personal disclosures made in human-chatbot interactions can provide a better
understanding of users' AI literacy and facilitate privacy research for large language models …
understanding of users' AI literacy and facilitate privacy research for large language models …
An improved ensemble classification-based secure two stage bagging pruning technique for guaranteeing privacy preservation of DNA sequences in electronic health …
The advent of machine learning in the recent decade has excelled in determining new
potential features and non-linear relationships existing between the data derived from the …
potential features and non-linear relationships existing between the data derived from the …
Toward privacy preservation using clustering based anonymization: recent advances and future research outlook
With the continuous increase in avenues of personal data generation, privacy protection has
become a hot research topic resulting in various proposed mechanisms to address this …
become a hot research topic resulting in various proposed mechanisms to address this …
Video shot-boundary detection: issues, challenges and solutions
The integration of high data transmission rates and the recent digital multimedia technology,
paves the way to access a huge amount of video over the internet, in seconds. Additionally …
paves the way to access a huge amount of video over the internet, in seconds. Additionally …
Quantifying the vulnerability of attributes for effective privacy preservation using machine learning
A Majeed, SO Hwang - IEEE Access, 2023 - ieeexplore.ieee.org
Personal data have been increasingly used in data-driven applications to improve quality of
life. However, privacy preservation of personal data while sharing it with …
life. However, privacy preservation of personal data while sharing it with …