[HTML][HTML] Revisiting agglomerative clustering
… agglomerative methods stand out as particularly effective and popular approaches for clustering
… regarding the important issue of false positives while searching for clusters. A model of …
… regarding the important issue of false positives while searching for clusters. A model of …
Scalable hierarchical agglomerative clustering
… Existing scalable hierarchical clustering methods sacrifice quality for speed and often … of
clusters. In this paper, we present a scalable, agglomerative method for hierarchical clustering …
clusters. In this paper, we present a scalable, agglomerative method for hierarchical clustering …
Agglomerative Clustering in Uniform and Proportional Feature Spaces
… In addition to arguing for intrinsic interesting properties of multisetbased similarity approaches,
the present work describes a respectively based hierarchical agglomerative clustering …
the present work describes a respectively based hierarchical agglomerative clustering …
Revisiting the extension of the Brussels urban agglomeration: new methods, new data… new results?
I Thomas, C Cotteels, J Jones… - Belgeo. Revue belge …, 2012 - journals.openedition.org
… It uses a greedy algorithm for clustering nodes hierarchically ; groups are formed by … are
dense connections within clusters, but only sparse connections between clusters ; a robustness …
dense connections within clusters, but only sparse connections between clusters ; a robustness …
Scalability for clustering algorithms revisited
F Farnstrom, J Lewis, C Elkan - ACM SIGKDD Explorations Newsletter, 2000 - dl.acm.org
… process of assigning cluster memberships and re-estimating cluster parameters. … clusters
are combined using hierarchical agglomerative clustering [7], as long as the combined clusters …
are combined using hierarchical agglomerative clustering [7], as long as the combined clusters …
Innovation clusters revisited: On dimensions of agglomeration, institution, and built-environment
J Li, D Webster, J Cai, L Muller - Sustainability, 2019 - mdpi.com
… benefits and costs will drive a group of firms first move away from the agglomeration … of
agglomeration effects which is different from the agglomeration asymmetry of being in the cluster …
agglomeration effects which is different from the agglomeration asymmetry of being in the cluster …
Analytical review of clustering techniques and proximity measures
… A general algorithm for agglomerative clustering is as follows. … Hierarchical agglomerative
clustering The first parameter required by this algorithm is the number of clusters which is set …
clustering The first parameter required by this algorithm is the number of clusters which is set …
Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals
A Hoyos-Idrobo, G Varoquaux, J Kahn… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
… Abstract—In this work, we revisit fast dimension reduction approaches… agglomerative
clustering that is well suited to perform the feature grouping. This clustering algorithm finds clusters …
clustering that is well suited to perform the feature grouping. This clustering algorithm finds clusters …
Agglomeration and trade revisited
… model of agglomeration and trade that … the agglomeration process, (ii) a fullfledged
forward-looking analysis of the role of history and expectations in the emergence of economic …
forward-looking analysis of the role of history and expectations in the emergence of economic …
Revisiting Marshall's agglomeration economies: Technological relatedness and the evolution of the Sheffield metals cluster
A Potter, HD Watts - Regional Studies, 2014 - Taylor & Francis
… agglomeration economies in the Sheffield metals cluster wherein Marshall discovered them.
Despite the cluster's … underlying Marshallian agglomeration economies continue to occur …
Despite the cluster's … underlying Marshallian agglomeration economies continue to occur …