Cláudia Antunes

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 10

Top Topics

Top Venues

Data Min. Knowl. Discov.

Publications

Miguel Rodrigues Baptista, Miguel Mira da Silva, Paulo Rupino da Cunha, Cláudia Antunes
Data Analysis on Blockchain Distributed File Systems: Systematic Literature Review. ISD (2023)
André Picado, Anna Carolina Finamore, Ana Moura Santos, Cláudia Antunes
Students Temporal Profiling and e-Learning Resources Recommendation Based on NLP's Terms Extraction. ICDM (Workshops) (2022)
A. Luís Osório, Cláudia Antunes, Luis M. Camarinha-Matos, Carlos Gonçalves
Collaborative Management of Traffic Accidents Data for Social Impact Analytics. PRO-VE (2022)
João Tomás Caldeira, Cláudia Antunes
GANs for Automatic Generation of Data Plots. ADMA (2) (2022)
Tiago Afonso, Cláudia Antunes
The Automation of Feature Generation with Domain Knowledge. EPIA (2022)
Tiago Afonso, Cláudia Antunes
Automatic Exploration of Domain Knowledge in Healthcare. IDEAL (2022)
Rui Maia, Cláudia Antunes
Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts. MDAI (2021)
Bruno Mota da Silva, Cláudia Antunes
Recommendation for Higher Education Candidates: A Case Study on Engineering Programs. ADMA (2021)
Bruno Mota da Silva, Cláudia Antunes
Recommendation System for Engineering Programs Candidates. EDM (2021)
Andreia Silva, Cláudia Antunes
Constrained pattern mining in the new era. Knowl. Inf. Syst. 47 (3) (2016)
Pedro Terras Crespo, Cláudia Antunes
Predicting teamwork results from social network analysis. Expert Syst. J. Knowl. Eng. 32 (2) (2015)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
Generative modeling of repositories of health records for predictive tasks. Data Min. Knowl. Discov. 29 (4) (2015)
Rui Henriques, Sara C. Madeira, Cláudia Antunes
Multi-period classification: learning sequent classes from temporal domains. Data Min. Knowl. Discov. 29 (3) (2015)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
A structured view on pattern mining-based biclustering. Pattern Recognit. 48 (12) (2015)
Andreia Silva, Cláudia Antunes
Multi-relational pattern mining over data streams. Data Min. Knowl. Discov. 29 (6) (2015)
Andreia Silva, Cláudia Antunes
Finding Multi-dimensional Patterns in Healthcare. MLDM (2014)
Andreia Silva, Cláudia Antunes
Mining Multi-dimensional Patterns for Student Modelling. EDM (2014)
Daniel Serrano, Cláudia Antunes
Condensed representation of frequent itemsets. IDEAS (2014)
Cláudia Antunes, Andreia Silva
New Trends in Knowledge Driven Data Mining. ICEIS (1) (2014)
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)
Rui Henriques, Cláudia Antunes
Generative Modeling of Itemset Sequences Derived from Real Databases. ICEIS (1) (2014)
Daniel Cardoso, Cláudia Antunes
Exploring Temporal Dependencies to Perform Automatic Prognosis. AMT (2014)
Fábio Carballo, Cláudia Antunes
Singular Value Decomposition in Education: a case study on recommending courses. EDM (2014)
André Vale, Sara C. Madeira, Cláudia Antunes
Mining coherent evolution patterns in education through biclustering. EDM (2014)
António Barreto, Cláudia Antunes
Finding Periodic Regularities on Sequential Data: Converging, Diverging and Cyclic Patterns. C3S2E (2014)
Daniel Cardoso, Cláudia Antunes
Computer-Aided Prognosis Based on Temporal Dependencies. CBMS (2014)
António Barreto, Cláudia Antunes
Finding Cyclic Patterns on Sequential Data. AMT (2014)
Andreia Silva, Cláudia Antunes
Multi-dimensional Pattern Mining - A Case Study in Healthcare. ICEIS (1) (2014)
João Vieira, Cláudia Antunes
Decision Tree Learner in the Presence of Domain Knowledge. CSWS (2014)
Andreia Silva, Cláudia Antunes
Pushing Constraints into a Pattern-Tree. MDAI (2013)
Andreia Silva, Cláudia Antunes
Pushing constraints into data streams. BigMine (2013)
Sílvia Moura Pina, Cláudia Antunes
(TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases. EPIA (2013)
Andreia Silva, Cláudia Antunes
Towards the Integration of Constrained Mining with Star Schemas. ICDM Workshops (2013)
Rui Henriques, Cláudia Antunes, Sara C. Madeira
Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns. NFMCP (2013)
Rui Henriques, Ana Paiva, Cláudia Antunes
Accessing Emotion Patterns from Affective Interactions Using Electrodermal Activity. ACII (2013)
Pedro Terras Crespo, Cláudia Antunes
Social Networks Analysis for Quantifying Students' Performance in Teamwork. EDM (2012)
Carlos Jacinto, Cláudia Antunes
User-Driven Ontology Learning from Structured Data. ACIS-ICIS (2012)
Andreia Silva, Cláudia Antunes
Semi-supervised Clustering: A Case Study. MLDM (2012)
Cláudia Antunes, Tiago Bebiano
Mining Patterns with Domain Knowledge: A Case Study on Multi-language Data. ACIS-ICIS (2012)
Andreia Silva, Cláudia Antunes
Finding Patterns in Large Star Schemas at the Right Aggregation Level. MDAI (2012)
Rui Henriques, Ana Paiva, Cláudia Antunes
On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies. ADMI (2012)
Rui Henriques, Cláudia Antunes
An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction. HIS (2012)
Joana Barracosa, Cláudia Antunes
Mining Teaching Behaviors from Pedagogical Surveys. EDM (2011)
Andreia Silva, Cláudia Antunes
Mining Stars with FP-Growth: a Case Study on Bibliographic Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19 (Supplement-1) (2011)
Pedro Sequeira, Cláudia Antunes
Real-Time Sensory Pattern Mining for Autonomous Agents. ADMI (2010)
Bodhisattwa Gangopadhyay, Artur Arsenio, Cláudia Antunes
Comparative Study of Pattern Mining Techniques for Network Management System Logs for Convergent Network. ICDEM (2010)
Andreia Silva, Cláudia Antunes
Pattern Mining on Stars with FP-Growth. MDAI (2010)
Cláudia Antunes
Mining Patterns in the Presence of Domain Knowledge. ICEIS (2) (2009)
Cláudia Antunes
Mining Models for Failing Behaviors. ISDA (2009)
Ana Cristina Mendes, Cláudia Antunes
Pattern Mining with Natural Language Processing: An Exploratory Approach. MLDM (2009)
Cláudia Antunes
Pattern Mining over Star Schemas in the Onto4AR Framework. ICDM Workshops (2009)
Cláudia Antunes
Acquiring Background Knowledge for Intelligent Tutoring Systems. EDM (2008)
Cláudia Antunes, Arlindo L. Oliveira
Constraint Relaxations for Discovering Unknown Sequential Patterns. KDID (2004)
Cláudia Antunes, Arlindo L. Oliveira
Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap Constraints. MLDM (2003)
Cláudia Antunes, Arlindo L. Oliveira
Inference of Sequential Association Rules Guided by Context-Free Grammars. ICGI (2002)
Cláudia Antunes, João P. Martins
Knowledge Acquisition System to Support Low Vision Consultation. AIME (2001)