5 Result(s)
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Article
Sihem Amer-Yahia
Data Mining and Knowledge Discovery
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Article
Open AccessA Framework to Maximize Group Fairness for Workers on Online Labor Platforms
As the number of online labor platforms and the diversity of jobs on these platforms increase, ensuring group fairness for workers needs to be the focus of job-matching services. Risk of discrimination against...
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Article
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts
As more data is generated from medical attendances and as Artificial Neural Networks gain momentum in research and industry, computer-aided medical prognosis has become a promising technology. A common approac...
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Open AccessEvolutionary Active Constrained Clustering for Obstructive Sleep Apnea Analysis
We introduce a novel interactive framework to handle both instance-level and temporal smoothness constraints for clustering large longitudinal data and for tracking the cluster evolutions over time. It consist...
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Colloquial region discovery for retail products: discovery and application
Consumer behavior is of quintessential importance to the retail industry. Purchase trends for retail products are often affected by consumer location. Region-specific purchase trends, such as the French love wine
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Article
PGLCM: efficient parallel mining of closed frequent gradual itemsets
Numerical data (e.g., DNA micro-array data, sensor data) pose a challenging problem to existing frequent pattern mining methods which hardly handle them. In this framework, gradual patterns have been recently ...
