Clustering and Dimensionality Reduction

12 outubro 2018, 14:00 • Pável Pereira Calado

• The Clustering Hypothesis in Information Retrieval
• Applications of Clustering and Dimensionality Reduction in Information Retrieval
• Clustering Techniques
• Hierarchical Agglomerative Clustering
• K-Means and Soft K-Means
• Dimensionality Reduction Techniques
• Self-Organising Maps
• Multidimensional Scaling
• Latent Semantic Indexing