Cláudia Antunes

Proceedings of the Information Systems Development: Organizational Aspects and Societal Trends (ISD2023 Proceedings), Lisbon, Portugal, 30 August, 2023

2022

Collaborative Management of Traffic Accidents Data for Social Impact Analytics.

[BibT_eX]

[DOI]

A. Luís Osório

Luis M. Camarinha-Matos

Carlos Gonçalves

Proceedings of the Collaborative Networks in Digitalization and Society 5.0, 2022

Automatic Exploration of Domain Knowledge in Healthcare.

[BibT_eX]

[DOI]

Tiago Afonso

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Students Temporal Profiling and e-Learning Resources Recommendation Based on NLP's Terms Extraction.

[BibT_eX]

[DOI]

André Picado

Anna Carolina Finamore

Ana Moura Santos

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

The Automation of Feature Generation with Domain Knowledge.

[BibT_eX]

[DOI]

Tiago Afonso

Proceedings of the Progress in Artificial Intelligence, 2022

GANs for Automatic Generation of Data Plots.

[BibT_eX]

[DOI]

João Tomás Caldeira

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts.

[BibT_eX]

[DOI]

Rui Maia

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

ESTHER: A Recommendation System for Higher Education Programs.

[BibT_eX]

[DOI]

Bruno Mota da Silva

Cláudia Martins Antunes

Proceedings of the Progress in Artificial Intelligence, 2021

Recommendation System for Engineering Programs Candidates.

[BibT_eX]

Bruno Mota da Silva

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Recommendation for Higher Education Candidates: A Case Study on Engineering Programs.

[BibT_eX]

[DOI]

Bruno Mota da Silva

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2016

Constrained pattern mining in the new era.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

2015

A structured view on pattern mining-based biclustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Predicting teamwork results from social network analysis.

[BibT_eX]

[DOI]

Pedro Terras Crespo

Expert Syst. J. Knowl. Eng., 2015

Multi-relational pattern mining over data streams.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Multi-period classification: learning sequent classes from temporal domains.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Generative modeling of repositories of health records for predictive tasks.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

2014

Finding Multi-dimensional Patterns in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

Condensed representation of frequent itemsets.

[BibT_eX]

[DOI]

Daniel Serrano

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Multi-dimensional Pattern Mining - A Case Study in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the ICEIS 2014, 2014

Generative Modeling of Itemset Sequences Derived from Real Databases.

[BibT_eX]

[DOI]

Proceedings of the ICEIS 2014, 2014

New Trends in Knowledge Driven Data Mining.

[BibT_eX]

[DOI]

Proceedings of the ICEIS 2014, 2014

Learning Predictive Models from Integrated Healthcare Data: Extending Pattern-Based and Generative Models to Capture Temporal and Cross-Attribute Dependencies.

[BibT_eX]

[DOI]

Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Mining coherent evolution patterns in education through biclustering.

[BibT_eX]

[DOI]

André Vale

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Mining Multi-dimensional Patterns for Student Modelling.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Singular Value Decomposition in Education: a case study on recommending courses.

[BibT_eX]

[DOI]

Fábio Carballo

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Decision Tree Learner in the Presence of Domain Knowledge.

[BibT_eX]

[DOI]

João Vieira

Proceedings of the Semantic Web and Web Science - 8th Chinese Conference, 2014

Computer-Aided Prognosis Based on Temporal Dependencies.

[BibT_eX]

[DOI]

Daniel Cardoso

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Finding Periodic Regularities on Sequential Data: Converging, Diverging and Cyclic Patterns.

[BibT_eX]

[DOI]

António Barreto

Proceedings of the International C* Conference on Computer Science & Software Engineering, 2014

Exploring Temporal Dependencies to Perform Automatic Prognosis.

[BibT_eX]

[DOI]

Daniel Cardoso

Proceedings of the Active Media Technology - 10th International Conference, 2014

Finding Cyclic Patterns on Sequential Data.

[BibT_eX]

[DOI]

António Barreto

Proceedings of the Active Media Technology - 10th International Conference, 2014

2013

Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Pushing Constraints into a Pattern-Tree.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

Pushing constraints into data streams.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Big Data, 2013

Towards the Integration of Constrained Mining with Star Schemas.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

(TD)2PaM: A Constraint-Based Algorithm for Mining Temporal Patterns in Transactional Databases.

[BibT_eX]

[DOI]

Sílvia Moura Pina

Proceedings of the Progress in Artificial Intelligence, 2013

Accessing Emotion Patterns from Affective Interactions Using Electrodermal Activity.

[BibT_eX]

[DOI]

Ana Paiva

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Semi-supervised Clustering: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Finding Patterns in Large Star Schemas at the Right Aggregation Level.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2012

An Integrated Approach for Healthcare Planning over Multi-dimensional Data Using Long-Term Prediction.

[BibT_eX]

[DOI]

Proceedings of the Health Information Science - First International Conference, 2012

Social Networks Analysis for Quantifying Students' Performance in Teamwork.

[BibT_eX]

[DOI]

Pedro Terras Crespo

Proceedings of the 5th International Conference on Educational Data Mining, 2012

On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies.

[BibT_eX]

[DOI]

Ana Paiva

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

User-Driven Ontology Learning from Structured Data.

[BibT_eX]

[DOI]

Carlos Jacinto

Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

Mining Patterns with Domain Knowledge: A Case Study on Multi-language Data.

[BibT_eX]

[DOI]

Tiago Bebiano

Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011

Mining Stars with FP-Growth: a Case Study on Bibliographic Data.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Mining Teaching Behaviors from Pedagogical Surveys.

[BibT_eX]

[DOI]

Joana Barracosa

Proceedings of the 4th International Conference on Educational Data Mining, 2011

2010

Pattern Mining on Stars with FP-Growth.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2010

Comparative Study of Pattern Mining Techniques for Network Management System Logs for Convergent Network.

[BibT_eX]

[DOI]

Bodhisattwa Gangopadhyay

Artur Arsenio

Proceedings of the Data Engineering and Management - Second International Conference, 2010

Real-Time Sensory Pattern Mining for Autonomous Agents.

[BibT_eX]

[DOI]

Pedro Sequeira

Proceedings of the Agents and Data Mining Interaction, 2010

2009

Pattern Mining with Natural Language Processing: An Exploratory Approach.

[BibT_eX]

[DOI]

Ana Cristina Mendes

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Mining Models for Failing Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Mining Patterns in the Presence of Domain Knowledge.

[BibT_eX]

Proceedings of the ICEIS 2009, 2009

Pattern Mining over Star Schemas in the Onto4AR Framework.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

2008

Acquiring Background Knowledge for Intelligent Tutoring Systems.

[BibT_eX]

[DOI]

Proceedings of the Educational Data Mining 2008, 2008

2004

Constraint Relaxations for Discovering Unknown Sequential Patterns.

[BibT_eX]

[DOI]

Arlindo L. Oliveira

Proceedings of the KDID 2004, 2004

2003

Generalization of Pattern-Growth Methods for Sequential Pattern Mining with Gap Constraints.

[BibT_eX]

[DOI]

Arlindo L. Oliveira

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

2002

Inference of Sequential Association Rules Guided by Context-Free Grammars.

[BibT_eX]

[DOI]

Arlindo L. Oliveira

Proceedings of the Grammatical Inference: Algorithms and Applications, 2002

2001

Knowledge Acquisition System to Support Low Vision Consultation.

[BibT_eX]

[DOI]