Ausgabe 6/2020
Inhalt (12 Artikel)
ColluEagle: collusive review spammer detection using Markov random fields
Zhuo Wang, Runlong Hu, Qian Chen, Pei Gao, Xiaowei Xu
Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions
Hannah R. Kerner, Kiri L. Wagstaff, Brian D. Bue, Danika F. Wellington, Samantha Jacob, Paul Horton, James F. Bell III, Chiman Kwan, Heni Ben Amor
Gaussian bandwidth selection for manifold learning and classification
Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, Amir Averbuch
Introducing time series snippets: a new primitive for summarizing long time series
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn Keogh
Credible seed identification for large-scale structural network alignment
Chenxu Wang, Yang Wang, Zhiyuan Zhao, Dong Qin, Xiapu Luo, Tao Qin
Challenges in benchmarking stream learning algorithms with real-world data
Vinicius M. A. Souza, Denis M. dos Reis, André G. Maletzke, Gustavo E. A. P. A. Batista
MIDIA: exploring denoising autoencoders for missing data imputation
Qian Ma, Wang-Chien Lee, Tao-Yang Fu, Yu Gu, Ge Yu
Bayesian mean-parameterized nonnegative binary matrix factorization
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
InceptionTime: Finding AlexNet for time series classification
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
DeepTable: a permutation invariant neural network for table orientation classification
Maryam Habibi, Johannes Starlinger, Ulf Leser
Correction to: A unified view of density-based methods for semi-supervised clustering and classification
Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello