Single-Item Fashion Recommender: Towards Cross-Domain Recommendations

no code implementations • 1 Nov 2021 • Seyed Omid Mohammadi, Hossein Bodaghi, Ahmad Kalhor

This article first suggests a content-based fashion recommender system that uses a parallel neural network to take a single fashion item shop image as input and make in-shop recommendations by listing similar items available in the store.

Recommendation Systems

Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry

no code implementations • 28 Oct 2021 • Seyed Omid Mohammadi, Ahmad Kalhor

The fashion industry is on the verge of an unprecedented change.

Multi-Label Classification

K-Splits: Improved K-Means Clustering Algorithm to Automatically Detect the Number of Clusters

no code implementations • 9 Oct 2021 • Seyed Omid Mohammadi, Ahmad Kalhor, Hossein Bodaghi

This paper introduces k-splits, an improved hierarchical algorithm based on k-means to cluster data without prior knowledge of the number of clusters.

Clustering Position