Cláudia Antunes
Person information
- affiliation: University of Lisbon, Portugal
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2010 – today
- 2016
[j7]Andreia Silva, Cláudia Antunes:
Constrained pattern mining in the new era. Knowl. Inf. Syst. 47(3): 489-516 (2016)- 2015
[j6]Rui Henriques
, Sara C. Madeira
, Cláudia Antunes:
Multi-period classification: learning sequent classes from temporal domains. Data Min. Knowl. Discov. 29(3): 792-819 (2015)
[j5]Rui Henriques
, Cláudia Antunes, Sara C. Madeira
:
Generative modeling of repositories of health records for predictive tasks. Data Min. Knowl. Discov. 29(4): 999-1032 (2015)
[j4]Andreia Silva, Cláudia Antunes:
Multi-relational pattern mining over data streams. Data Min. Knowl. Discov. 29(6): 1783-1814 (2015)
[j3]Pedro Terras Crespo, Cláudia Antunes:
Predicting teamwork results from social network analysis. Expert Systems 32(2): 312-325 (2015)
[j2]Rui Henriques
, Cláudia Antunes, Sara C. Madeira
:
A structured view on pattern mining-based biclustering. Pattern Recognition 48(12): 3941-3958 (2015)- 2014
[c40]António Barreto, Cláudia Antunes:
Finding Cyclic Patterns on Sequential Data. AMT 2014: 110-121
[c39]Daniel Cardoso, Cláudia Antunes:
Exploring Temporal Dependencies to Perform Automatic Prognosis. AMT 2014: 122-133
[c38]António Barreto, Cláudia Antunes:
Finding Periodic Regularities on Sequential Data: Converging, Diverging and Cyclic Patterns. C3S2E 2014: 19:1-19:4
[c37]Daniel Cardoso, Cláudia Antunes:
Computer-Aided Prognosis Based on Temporal Dependencies. CBMS 2014: 549-550
[c36]João Vieira, Cláudia Antunes:
Decision Tree Learner in the Presence of Domain Knowledge. CSWS 2014: 42-55
[c35]André Vale, Sara C. Madeira, Cláudia Antunes:
Mining coherent evolution patterns in education through biclustering. EDM 2014: 391-392
[c34]Andreia Silva, Cláudia Antunes:
Mining Multi-dimensional Patterns for Student Modelling. EDM 2014: 393-394
[c33]Fábio Carballo, Cláudia Antunes:
Singular Value Decomposition in Education: a case study on recommending courses. EDM 2014: 417-418
[c32]Rui Henriques
, Cláudia Antunes:
Learning Predictive Models from Integrated Healthcare Data: Extending Pattern-Based and Generative Models to Capture Temporal and Cross-Attribute Dependencies. HICSS 2014: 2562-2569
[c31]Rui Henriques
, Cláudia Antunes:
Generative Modeling of Itemset Sequences Derived from Real Databases. ICEIS (1) 2014: 264-272
[c30]Andreia Silva, Cláudia Antunes:
Multi-dimensional Pattern Mining - A Case Study in Healthcare. ICEIS (1) 2014: 273-280
[c29]Cláudia Antunes, Andreia Silva:
New Trends in Knowledge Driven Data Mining. ICEIS (1) 2014: 346-351
[c28]Daniel Serrano, Cláudia Antunes:
Condensed representation of frequent itemsets. IDEAS 2014: 168-175
[c27]Andreia Silva, Cláudia Antunes:
Finding Multi-dimensional Patterns in Healthcare. MLDM 2014: 361-375- 2013
[c26]Rui Henriques
, Ana Paiva, Cláudia Antunes:
Accessing Emotion Patterns from Affective Interactions Using Electrodermal Activity. ACII 2013: 43-48
[c25]Sílvia Moura Pina, Cláudia Antunes:
(TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases. EPIA 2013: 390-407
[c24]Andreia Silva, Cláudia Antunes:
Towards the Integration of Constrained Mining with Star Schemas. ICDM Workshops 2013: 413-420
[c23]Andreia Silva, Cláudia Antunes:
Pushing constraints into data streams. BigMine 2013: 79-86
[c22]Andreia Silva, Cláudia Antunes:
Pushing Constraints into a Pattern-Tree. MDAI 2013: 139-151
[c21]Rui Henriques
, Cláudia Antunes, Sara C. Madeira
:
Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns. NFMCP 2013: 100-116- 2012
[c20]Cláudia Antunes, Tiago Bebiano:
Mining Patterns with Domain Knowledge: A Case Study on Multi-language Data. ACIS-ICIS 2012: 167-172
[c19]Carlos Jacinto, Cláudia Antunes:
User-Driven Ontology Learning from Structured Data. ACIS-ICIS 2012: 184-189
[c18]Rui Henriques
, Ana Paiva
, Cláudia Antunes:
On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies. ADMI 2012: 203-215
[c17]Pedro Terras Crespo, Cláudia Antunes:
Social Networks Analysis for Quantifying Students' Performance in Teamwork. EDM 2012: 234-235
[c16]Rui Henriques
, Cláudia Antunes:
An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction. HIS 2012: 36-48
[c15]Andreia Silva, Cláudia Antunes:
Finding Patterns in Large Star Schemas at the Right Aggregation Level. MDAI 2012: 329-340
[c14]Andreia Silva, Cláudia Antunes:
Semi-supervised Clustering: A Case Study. MLDM 2012: 252-263- 2011
[j1]Andreia Silva, Cláudia Antunes:
Mining Stars with FP-Growth: a Case Study on Bibliographic Data. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 19(Supplement-1): 65-91 (2011)
[c13]Joana Barracosa, Cláudia Antunes:
Mining Teaching Behaviors from Pedagogical Surveys. EDM 2011: 329-330- 2010
[c12]Pedro Sequeira, Cláudia Antunes:
Real-Time Sensory Pattern Mining for Autonomous Agents. ADMI 2010: 71-83
[c11]Bodhisattwa Gangopadhyay, Artur Arsenio, Cláudia Antunes:
Comparative Study of Pattern Mining Techniques for Network Management System Logs for Convergent Network. ICDEM 2010: 101-108
[c10]Andreia Silva, Cláudia Antunes:
Pattern Mining on Stars with FP-Growth. MDAI 2010: 175-186
2000 – 2009
- 2009
[c9]Cláudia Antunes:
Pattern Mining over Star Schemas in the Onto4AR Framework. ICDM Workshops 2009: 453-458
[c8]Cláudia Antunes:
Mining Patterns in the Presence of Domain Knowledge. ICEIS (2) 2009: 188-193
[c7]Cláudia Antunes:
Mining Models for Failing Behaviors. ISDA 2009: 1102-1107
[c6]Ana Cristina Mendes, Cláudia Antunes:
Pattern Mining with Natural Language Processing: An Exploratory Approach. MLDM 2009: 266-279- 2008
[c5]Cláudia Antunes:
Acquiring Background Knowledge for Intelligent Tutoring Systems. EDM 2008: 18-27- 2004
[c4]Cláudia Antunes, Arlindo L. Oliveira:
Constraint Relaxations for Discovering Unknown Sequential Patterns. KDID 2004: 11-32- 2003
[c3]Cláudia Antunes, Arlindo L. Oliveira:
Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap Constraints. MLDM 2003: 239-251- 2002
[c2]Cláudia Antunes, Arlindo L. Oliveira:
Inference of Sequential Association Rules Guided by Context-Free Grammars. ICGI 2002: 1-13- 2001
[c1]Cláudia Antunes, João P. Martins:
Knowledge Acquisition System to Support Low Vision Consultation. AIME 2001: 332-338
Coauthor Index

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