TY  - GEN 
AU  - Suárez, Juan Luis
AU  - González Almagro, Germán
AU  - García López, Salvador
AU  - Herrera Triguero, Francisco
PY  - 2024
UR  - https://hdl.handle.net/10481/92477
AB  - This paper presents, for the first time, a distance metric learning algorithm for monotonic classification. Monotonic datasets
arise in many real-world applications, where there exist order relations in the input and output variables, and the...
LA  - eng
PB  - Springer Nature
KW  - Distance metric learning
KW  - Monotonic classification
KW  - Nearest neighbors
TI  - Metric learning for monotonic classification: turning the space up to the limits ofmonotonicity
DO  - 10.1007/s10489-024-05371-8
ER  -