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Machine Learning, Volume 98
Volume 98, Numbers 1-2, January 2015
- Emmanuel Müller
, Ira Assent
MultiClust special issue on discovering, summarizing and using multiple clusterings. 1-5 - Xuan-Hong Dang, James Bailey:
A framework to uncover multiple alternative clusterings. 7-30 - Kleanthis-Nikolaos Kontonasios, Tijl De Bie:
Subjectively interesting alternative clusterings. 31-56 - Duy Tin Truong, Roberto Battiti
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions. 57-91 - Eric Bae, James Bailey:
Enriched spatial comparison of clusterings through discovery of deviating subspaces. 93-120 - Arthur Zimek
The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives. 121-155 - Haytham Elghazel, Alex Aussem:
Unsupervised feature selection with ensemble learning. 157-180 - Francesco Gullo
Metacluster-based Projective Clustering Ensembles. 181-216 - Edgar González
Unsupervised ensemble minority clustering. 217-268 - Natthakan Iam-on
Comparative study of matrix refinement approaches for ensemble clustering. 269-300 - Tengfei Liu, Nevin Lianwen Zhang
Greedy learning of latent tree models for multidimensional clustering. 301-330 - André Lourenço
Probabilistic consensus clustering using evidence accumulation. 331-357
Volume 98, Number 3, March 2015
- Youness Aliyari Ghassabeh:
Asymptotic stability of equilibrium points of mean shift algorithm. 359-368 - Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Shenghuo Zhu:
An efficient primal dual prox method for non-smooth optimization. 369-406 - Loïc Le Gratiet, Josselin Garnier:
Asymptotic analysis of the learning curve for Gaussian process regression. 407-433 - Georgi Dimitroff, Georgi Georgiev, Laura Tolosi, Borislav Popov:
Efficient F measure maximization via weighted maximum likelihood. 435-454 - Indre Zliobaite
Evaluation methods and decision theory for classification of streaming data with temporal dependence. 455-482
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