Descrição
This compilation captures the essence of the 5th International Workshop focused on mining complex patterns, held in Riva del Garda, Italy. Aimed at fostering innovation and discussion, the workshop brought together experts from diverse backgrounds to explore advanced methodologies in data mining.
Through a variety of revised selected papers, the volume delves into significant topics such as feature selection, which is critical for enhancing model performance, and classifications that serve as the backbone of predictive analytics. The concepts of clustering and pattern discovery are also examined, offering fresh perspectives on how to discern hidden structures within vast datasets.
The contributions highlight the progressive strides made in the field, showcasing how these complex patterns can be harnessed for practical applications across various domains. With its scholarly depth and topical relevance, this collection serves as a valuable resource for researchers and practitioners looking to stay at the forefront of data mining innovations.
Through a variety of revised selected papers, the volume delves into significant topics such as feature selection, which is critical for enhancing model performance, and classifications that serve as the backbone of predictive analytics. The concepts of clustering and pattern discovery are also examined, offering fresh perspectives on how to discern hidden structures within vast datasets.
The contributions highlight the progressive strides made in the field, showcasing how these complex patterns can be harnessed for practical applications across various domains. With its scholarly depth and topical relevance, this collection serves as a valuable resource for researchers and practitioners looking to stay at the forefront of data mining innovations.
Detalhes do Livro
Formato
Brochura
Páginas
280 páginas
Idioma
Inglês
Publicado
Jul 5, 2017
Editora
Springer
ISBN-10
3319614622
ISBN-13
9783319614625