Alfredo Cuzzocrea
5 papers in the PaperMetrix corpus
Papers by this author
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Towards Lambda-Based Near Real-Time OLAP over Big Data
2018
In this paper, inspired by the well-known Lambda architecture, we introduce a novel approach for effectively and efficiently supporting data warehouse maintenance processes in the context of near real-time OLAP scenarios, making use of so-called …
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A machine-learning framework for supporting intelligent web-phishing detection and analysis
2019
This paper proposes a machine-learning framework for supporting intelligent web phishing detection and analysis, and provides its experimental evaluation. In particular we make use of state-of-the-art decision tree algorithms for detecting whether a Web site …
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Unsupervised Risk for Privacy
2021 · 2021 IEEE International Conference on Big Data (Big Data)
This position paper deals with privacy for deep neural networks, more precisely with robustness to membership inference attacks. The current state-of-the-art methods, such as the ones based on differential privacy and training loss regularization, mainly …
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Analyzing and assessing explainable AI models for smart agriculture environments
2024 · Multimedia Tools and Applications
Abstract We analyze a case study in the field of smart agriculture exploiting Explainable AI (XAI) approach, a field of study that aims to provide interpretations and explanations to the behaviour of AI systems. The …
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Predicting facebook-users' personality based on status and linguistic features via flexible regression analysis techniques
2018
The psychological constructs of a user of social media are clearly visible from his/her posts and other activities. But predicting this is a challenging task. This paper explores the use of Linear Regression (LR) and …