Classification Models with Global Constraints for Ordinal Data Jaime S. Cardoso, Ricardo Sousa INESC Porto, Faculdade de Engenharia, Universidade do Porto Portugal {jaime.cardoso,rsousa}@inescporto.pt

Source URL: medicalresearch.inescporto.pt

Spatial Interpolation using Multiple Regression Orlando Ohashi LIAAD - INESC TEC / DCC Faculdade de Ciˆencias - Universidade do Porto Porto, Portugal

Source URL: www.dcc.fc.up.pt

SMOTE for Regression Lu´ıs Torgo1,2 , Rita P. Ribeiro1,2 , Bernhard Pfahringer3 , and Paula Branco1,2 1 LIAAD - INESC TEC DCC - Faculdade de Ciˆencias - Universidade do Porto

Source URL: www.dcc.fc.up.pt

Utility-based Fraud Detection Luis Torgo and Elsa Lopes Fac. of Sciences / LIAAD-INESC Porto LA University of Porto, Portugal and

Source URL: www.dcc.fc.up.pt

Resource-bounded Fraud Detection Luis Torgo LIAAD-INESC Porto LA / FEP, University of Porto R. de Ceuta, 118, 6., Porto, Portugal – http://www.liaad.up.pt/~ltorgo

Source URL: www.dcc.fc.up.pt

Parallel and distributed computing in the multi-core and chip multi-processor system era Leonel Sousa, TU Lisbon

Source URL: sips.inesc-id.pt

• Computing
• Parallel computing
• Chaves
• Portugal
• University of Trs-os-Montes and Alto Douro
• Vila Real
• Portugal
• Multi-core processor
• Transactional memory
• INESC-ID
• Instituto Superior de Engenharia do Porto

Detecting Errors in Foreign Trade Transactions: Dealing with Insufficient Data Luis Torgo1,2 , Welma Pereira1 , and Carlos Soares1,3 1 LIAAD-INESC Porto, Univ. of Porto, R. Ceuta, 118, 6., Porto, Portugal

Source URL: www.dcc.fc.up.pt

• Statistics
• Robust statistics
• Data mining
• Statistical theory
• Regression analysis
• Outlier
• Statistical analysis
• Local outlier factor
• Cluster analysis
• Hierarchical clustering
• Random sample consensus
• Quartile

Utility-based Regression Luis Torgo1,2 and Rita Ribeiro1,3 1 LIAAD-INESC Porto LA, R. Ceuta, 118, 6., Porto, Portugal FEP, University of Porto, R. Dr. Roberto Frias, Porto, Portugal

Source URL: www.dcc.fc.up.pt

• Statistics
• Econometrics
• Regression analysis
• Statistical classification
• Actuarial science
• Support vector machine
• Loss function
• Economic model
• Prediction
• Normal distribution
• Forecasting
• Artificial neural network

Utility-based Performance Measures for Regression Rita Ribeiro LIAAD - INESC PORTO LA, R. Ceuta, 118, 6., Porto, Portugal FCUP - DCC, University of Porto, R. Campo Alegre, , 4169-

Source URL: www.dcc.fc.up.pt

• Econometrics
• Regression analysis
• Loss function
• Prediction
• Economic model
• Forecasting
• Linear regression

Microcalcification Detection in Full Field Digital Mammograms Jakub Tkaczuk, Inês Domingues, Jaime S. Cardoso INESC Porto, FEUP-UP Abstract In this paper we present a complete system to detect breast cancer. Main object

Source URL: medicalresearch.inescporto.pt

• Medical imaging
• Cancer screening
• Breast imaging
• Mammography
• Projectional radiography
• Ribbon symbolism
• Breast cancer
• Picture archiving and communication system
• Microcalcification
• BI-RADS