| hierarchical_lustering(s_m) S0 = f initialize each node a, b, … in its own cluster ai, bi, … Do until Si is the only cluster left merge two clusters, say ai and bi with highest similarity d, into ni (Si\{ai, bi}) ∪ ni//add ni to Si and delete ai and bi return Si |