Automatic identification of variables in epidemiological datasets using logic regression.
Matthias W. LorenzNegin Ashtiani AbdiFrank ScheckenbachAnja PflugAlpaslan BülbülAlberico L. CatapanoStefan AgewallMarat EzhovMichiel L. BotsStefan KiechlAndreas OrthGiuseppe D. NorataJean Philippe EmpanaHung-Ju LinStela McLachlanLena BokemarkKimmo RonkainenMauro AmatoUlf SchminkeSathanur R. SrinivasanLars LindAkihiko KatoChrystosomos DimitriadisTadeusz PrzewlockiShuhei OkazakiC. D. A. StehouwerTatjana LazarevicPeter WilleitDavid N. YanezHelmuth SteinmetzDirk SanderHolger PoppertMoise DesvarieuxMohammad Arfan IkramSebastjan BevcDaniel StaubCesare R. SirtoriBernhard IglsederGunnar EngströmGiovanni TripepiOscar BeloquiMoo-Sik LeeAlfonsa FrieraWuxiang XieLiliana GrigoreMatthieu PlichartTa-Chen SuChristine RobertsonCaroline SchmidtTomi-Pekka TuomainenFabrizio VegliaHenry VölzkeGiel NijpelsAleksandar JovanovicJohann WilleitRalph L. SaccoOscar H. FrancoRadovan HojsHeiko UthoffBo HedbladHyun Woong ParkCarmen Z. SuarezDong ZhaoPierre DucimetiereKuo-Liong ChienJackie F. PriceGöran BergströmJussi KauhanenElena TremoliMarcus DörrGerald BerensonAikaterini PapagianniAnna Kablak-ZiembickaKazuo KitagawaJaqueline M. DekkerRadojica StolicJoseph F. PolakMatthias SitzerHorst BickelTatjana RundekAlbert HofmanRobert EkartBeat FrauchigerSamuela CastelnuovoMaria RosvallCarmine ZoccaliManuel F. LandechoJang-Ho BaeRafael GabrielJing LiuDamiano BaldassarreMaryam KavousiPublished in: BMC Medical Informatics Decis. Mak. (2017)
Keyphrases
- automatic identification
- benchmark datasets
- linear regression
- regression analysis
- target variable
- variable selection
- model selection
- logic programming
- regression model
- random variables
- modal logic
- public health
- regression problems
- regression coefficients
- image processing
- input variables
- bayesian networks
- decision trees