Two Privacy-Preserving Approaches for Publishing Transactional Data Streams
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DOI: 10.1109/access.2018.2814622
Abstract: Recently, data mining over transactional data streams has become an attractive research area. However, releasing raw transactional data streams, in which only explicit identifying information must be removed, may compromise individual privacy. Many privacy-preserving approaches… read more here.
Keywords: publishing transactional; data streams; preserving approaches; privacy preserving ... See more keywords
Basket2vec: Learning Retail Basket Representations From Transactional Data
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DOI: 10.1109/access.2024.3478855
Abstract: In this work, we present the novel basket2vec methodology to learn a rich retail basket representation in a latent space with an aim to preserve the co-occurrence relationship between items. We evaluate our methodology using… read more here.
Keywords: methodology; basket2vec methodology; transactional data; retail basket ... See more keywords
An Improved Partitioning Method via Disassociation towards Environmental Sustainability
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DOI: 10.3390/su15097447
Abstract: The amount of data created by individuals increases daily. These data may be gathered from various sources, such as social networks, e-commerce websites and healthcare systems, and they are frequently made available to third-party research… read more here.
Keywords: disassociation; improved partitioning; transactional data; sustainability ... See more keywords