| Constrained pattern mining in the new era | 6 | 0.41 | 2016 |
| Generative modeling of repositories of health records for predictive tasks | 3 | 0.39 | 2015 |
| A structured view on pattern mining-based biclustering | 22 | 0.90 | 2015 |
| Multi-period classification: learning sequent classes from temporal domains | 0 | 0.34 | 2015 |
| Multi-relational pattern mining over data streams | 6 | 0.49 | 2015 |
| Mining Multi-dimensional Patterns for Student Modelling. | 0 | 0.34 | 2014 |
| Singular Value Decomposition in Education: a case study on recommending courses. | 0 | 0.34 | 2014 |
| Generative Modeling of Itemset Sequences Derived from Real Databases. | 1 | 0.35 | 2014 |
| Finding Multi-dimensional Patterns in Healthcare. | 2 | 0.38 | 2014 |
| New Trends in Knowledge Driven Data Mining. | 0 | 0.34 | 2014 |
| Mining coherent evolution patterns in education through biclustering. | 0 | 0.34 | 2014 |
| Learning Predictive Models from Integrated Healthcare Data: Extending Pattern-Based and Generative Models to Capture Temporal and Cross-Attribute Dependencies | 5 | 0.43 | 2014 |
| Multi-dimensional Pattern Mining - A Case Study in Healthcare. | 0 | 0.34 | 2014 |
| Pushing Constraints into a Pattern-Tree. | 2 | 0.36 | 2013 |
| (TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases. | 3 | 0.42 | 2013 |
| Pushing constraints into data streams | 2 | 0.38 | 2013 |
| Towards the Integration of Constrained Mining with Star Schemas | 1 | 0.34 | 2013 |
| Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns. | 8 | 0.43 | 2013 |
| Mining Patterns with Domain Knowledge: A Case Study on Multi-language Data | 1 | 0.37 | 2012 |
| Social Networks Analysis for Quantifying Students' Performance in Teamwork. | 2 | 0.41 | 2012 |
| Semi-supervised clustering: a case study | 2 | 0.37 | 2012 |
| On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies. | 8 | 0.60 | 2012 |
| Finding patterns in large star schemas at the right aggregation level | 5 | 0.48 | 2012 |
| An integrated approach for healthcare planning over multi-dimensional data using long-term prediction | 1 | 0.37 | 2012 |
| Mining Stars With Fp-Growth: A Case Study On Bibliographic Data | 0 | 0.34 | 2011 |
| Pattern mining on stars with FP-growth | 8 | 0.56 | 2010 |
| Real-time sensory pattern mining for autonomous agents | 2 | 0.39 | 2010 |
| Mining Models for Failing Behaviors | 0 | 0.34 | 2009 |
| Mining Patterns in the Presence of Domain Knowledge | 2 | 0.36 | 2009 |
| Pattern Mining over Star Schemas in the Onto4AR Framework | 3 | 0.40 | 2009 |
| Pattern Mining with Natural Language Processing: An Exploratory Approach | 1 | 0.36 | 2009 |
| Acquiring Background Knowledge for Intelligent Tutoring Systems | 14 | 0.95 | 2008 |
| Constraint relaxations for discovering unknown sequential patterns | 12 | 0.69 | 2004 |
| Generalization of pattern-growth methods for sequential pattern mining with gap constraints | 35 | 1.37 | 2003 |
| Inference of Sequential Association Rules Guided by Context-Free Grammars | 4 | 0.57 | 2002 |
| Knowledge Acquisition System to Support Low Vision Consultation | 0 | 0.34 | 2001 |
