Fátima Rodrigues

Orcid: 0000-0003-4950-7593

Affiliations:
  • Polytechnic Institute of Porto, Porto School of Engineering (ISEP), Portugal
  • Interdisciplinary Studies Research Center (ISRC), Porto, Portugal
  • University of Minho, Portugal (PhD 2000)


According to our database1, Fátima Rodrigues authored at least 38 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An automated approach for binary classification on imbalanced data.
Knowl. Inf. Syst., May, 2024

Semi-supervised and ensemble learning to predict work-related stress.
J. Intell. Inf. Syst., February, 2024

A Systematic Review on Responsible Multimodal Sentiment Analysis in Marketing Applications.
IEEE Access, 2024

2022
Global Resource Management in the ELASTIC Architecture.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

2021
Forecasting emergency department admissions.
J. Intell. Inf. Syst., 2021

Facial Expression Recognition System for Stress Detection with Deep Learning.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

2020
A Data Mining Framework for Response Modelling in Direct Marketing.
Proceedings of the Intelligent Systems Design and Applications, 2020

2018
Load forecasting through functional clustering and ensemble learning.
Knowl. Inf. Syst., 2018

Automatic Clinic Measures and Comparison of Heads Using Point Clouds.
Proceedings of the Hybrid Intelligent Systems, 2018

A Hybrid Recommendation Algorithm to Address the Cold Start Problem.
Proceedings of the Hybrid Intelligent Systems, 2018

2016
Product Recommendation based on Shared Customer's Behaviour.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

2014
A system for formative assessment and monitoring of students' progress.
Comput. Educ., 2014

Resampling Approaches to Improve News Importance Prediction.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2013
Mining association rules with rare and frequent items.
Int. J. Knowl. Eng. Data Min., 2013

2012
Extracting Structure, Text and Entities from PDF Documents of the Portuguese Legislation.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Automatic Assessment of Short Free Text Answers.
Proceedings of the CSEDU 2012, 2012

2011
Bid Definition Method for Electricity Markets Based on an Adaptive Multiagent System.
Proceedings of the Advances on Practical Applications of Agents and Multiagent Systems, 2011

Multiagent system for adaptive strategy formulation in electricity markets.
Proceedings of the 2011 IEEE Symposium on Intelligent Agent, 2011

Strategic Bidding Methodology for Electricity Markets Using Adaptive Learning.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

Extending the Dimensional Templates Approach to Integrate Complex Multidimensional Design Concepts.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

2010
An Integrated System to Support Electricity Tariff Contract Definition.
Proceedings of the Data Mining for Business Applications, 2010

2009
SmartClean: An Incremental Data Cleaning Tool.
Proceedings of the Ninth International Conference on Quality Software, 2009

Dimensional Templates in Data Warehouses: Automating the Multidimensional Design of Data Warehouse Prototypes.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

Cluster Ensemble Selection - Using Average Cluster Consistency.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Average Cluster Consistency for Cluster Ensemble Selection.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

2008
Semi-Automatic Partitioning by Visual Snapshopts.
Proceedings of the ICEIS 2008, 2008

2006
ISEM: a multiagent Simulator for testing agent market strategies.
IEEE Trans. Syst. Man Cybern. Part C, 2006

Weighted Evidence Accumulation Clustering Using Subsampling.
Proceedings of the Pattern Recognition in Information Systems, 2006

An Ontology-Based Approach for Data Cleaning.
Proceedings of the 11th International Conference on Information Quality, 2006

2005
A Formal Definition of Data Quality Problems.
Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005

2004
Simulating the Behaviour of Electronic MarketPlaces with an Agent-Based Approach.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

2003
A Simulation-Based Approach for Testing Market Strategies in Electronic MarketPlaces.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

A Comparative Analysis of Clustering Algorithms Applied to Load Profiling.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

2001
Data Reduction to Improve Knowledge Extraction.
Proceedings of the ICEIS 2001, 2001

2000
How to Make KDD Process More Accessible to Users.
Proceedings of the ICEIS 2000, 2000

1999
An Intelligent Retail Analysis System.
Proceedings of the 1st International Conference on Enterprise Information Systems, 1999

Intelligent system to study demographic evolution.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 1999

1998
Extracting Knowledge Patterns from Ticket Data.
Proceedings of the Discovery Science, 1998


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