TY  - GEN 
AU  - Baldomero Naranjo, Marta
AU  - Martínez Merino, Luisa Isabel
AU  - Rodríguez Chía, Antonio Manuel
A4  - Estadística e Investigación Operativa
PY  - 2020
SN  - 0377-2217
UR  - http://hdl.handle.net/10498/31347
AB  - This paper considers various models of support vector machines with ramp loss, these being an efficient and robust tool in supervised classification for the detection of outliers. The exact solution approaches for the resulting optimization problem...
LA  - eng
PB  - Elsevier
KW  - Location
KW  - Support vector machine
KW  - Ramp loss model
KW  - Mixed integer programming
KW  - Indicator constraints
TI  - Tightening big Ms in integer programming formulations for support vector machines with ramp loss
DO  - https://doi.org/10.1016/j.ejor.2020.03.023
ER  -