TY - JOUR AU - Sosa Cabrera, Gustavo AU - Gómez Guerrero, Santiago Luis Catalino AU - García Torres, Miguel AU - Schaerer Serra, Christian Emilio AU - Centro de Investigación en Matemática PY - 2023 SN - 2364-415X UR - http://hdl.handle.net/20.500.14066/4534 AB - High-dimensional datasets depict a challenge for learning tasks in data mining and machine learning. Feature selection is an effective technique in dealing with dimensionality reduction. It is often an essential data processing step prior to applying... LA - eng PB - Springer Nature KW - 7. Salud KW - 7.3. Prevención, vigilancia y control de enfermedades transmisibles y no transmisibles KW - Complementarity KW - Feature intercooperation KW - Filter feature selection KW - High-order dependency KW - Information-theoretic measures KW - Interaction KW - Synergy TI - Feature selection : a perspective on inter-attribute cooperation DO - 10.1007/s41060-023-00439-z T2 - International Journal of Data Science and Analytics M2 - 139 VL - 17 ER -