Hybrid Random Projection: Integrating Dense and Sparse Techniques for Enhanced Representation in High-Dimensional Data

Author:

Yahaya Yussif,Ajadi Jimoh Olawale,Sanusi Ridwan A.,Sawlan Zaid,adegoke nurudeen

Publisher

Elsevier BV

Reference30 articles.

1. Random projection in dimensionality reduction: applications to image and text data;Ella Bingham;Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining,2001

2. Very sparse random projections;Ping Li;Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining,2006

3. An algorithmic theory of learning: Robust concepts and random projection;I Rosa;Machine learning,2006

4. Database-friendly random projections;Dimitris Achlioptas;Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems,2001

5. Random projection for high dimensional data clustering: A cluster ensemble approach;Z Xiaoli;Proceedings of the 20th international conference on machine learning (ICML-03),2003

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