Synthesis, characterization and interaction mechanism of new oxadiazolo-phthalimides as peripheral analgesics. IV

R Antunes, H Batista, RM Srivastava, G Thomas… - Journal of molecular …, 2003 - Elsevier
The synthesis, characterization and spectroscopic studies of compounds 6a–g with
analgesic activity is described. A new model of interaction between the drug and the enzyme …

Learning temporal association rules on symbolic time sequences

M Guillame-Bert, JL Crowley - Asian conference on machine …, 2012 - proceedings.mlr.press
We introduce a temporal pattern model called Temporal Interval Tree Association Rules
(Tita rules or Titar). This pattern model can express both uncertainty and temporal …

Generative modeling of repositories of health records for predictive tasks

R Henriques, C Antunes, SC Madeira - Data Mining and Knowledge …, 2015 - Springer
Repositories of health records are collections of events with varying number and sparsity of
occurrences within and among patients. Although a large number of predictive models have …

Extraction and optimization of classification rules for temporal sequences: Application to hospital data

M Vandromme, J Jacques, J Taillard, A Hansske… - Knowledge-Based …, 2017 - Elsevier
This study focuses on the problem of supervised classification on heterogeneous temporal
data featuring a mixture of attribute types (numeric, binary, symbolic, temporal). We present …

Evolutionary optimization

DB Fogel - Conference record of the Twenty-Sixth Asilomar …, 1992 - computer.org
Modeling the dependencies among multiple temporal attributes derived from integrated
healthcare databases represents an unprecedented opportunity to support medical and …

Learning predictive models from integrated healthcare data: Extending pattern-based and generative models to capture temporal and cross-attribute dependencies

R Henriques, C Antunes - 2014 47th Hawaii International …, 2014 - ieeexplore.ieee.org
Modeling the dependencies among multiple temporal attributes derived from integrated
healthcare databases represents an unprecedented opportunity to support medical and …

[PDF][PDF] Pattern mining over nominal event sequences using constraint relaxations

C Antunes - … doctoral dissertation, Instituto Superior Técnico, Lisboa, 2005 - ist.utl.pt
Resumo m dos problemas da extracção de conhecimento ainda sem solução é a
descoberta de padrões em dados temporais. Uma das abordagens mais usadas para …

An integrated approach for healthcare planning over multi-dimensional data using long-term prediction

R Henriques, C Antunes - International Conference on Health Information …, 2012 - Springer
The mining of temporal aspects over multi-dimensional data is increasingly critical for
healthcare planning tasks. A healthcare planning task is, in essence, a classification …

On the need of new approaches for the novel problem of long-term prediction over multi-dimensional data

R Henriques, C Antunes - Computer and information science 2012, 2012 - Springer
Mining evolving behavior over multi-dimensional structures is increasingly critical for
planning tasks. On one hand, well-studied techniques to mine temporal structures are hardly …

Temporal Association Rule Mining in Large Databases

AVS Kumar, A Alrabea, PC Sekhar - … of Data Mining: Trends and New …, 2011 - igi-global.com
Over the last couple of years, data mining technology has been successfully employed to
various business domains and scientific areas. One of the main unresolved problems that …