Ausgabe 1/2018
Inhalt (10 Artikel)
Regular Paper
Differentially private counting of users’ spatial regions
Maryam Fanaeepour, Benjamin I. P. Rubinstein
Regular Paper
Is my model any good: differentially private regression diagnostics
Yan Chen, Andrés F. Barrientos, Ashwin Machanavajjhala, Jerome P. Reiter
Regular Paper
Iterative column subset selection
Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo
Regular Paper
Auditing black-box models for indirect influence
Philip Adler, Casey Falk, Sorelle A. Friedler, Tionney Nix, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian
Regular Paper
Resling: a scalable and generic framework to mine top-k representative subgraph patterns
Dheepikaa Natarajan, Sayan Ranu
Regular Paper
Binary classifier calibration using an ensemble of piecewise linear regression models
Mahdi Pakdaman Naeini, Gregory F. Cooper
Regular Paper
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)
Viktor Losing, Barbara Hammer, Heiko Wersing
Regular Paper
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth Funning, Abdullah Mueen, Philip Brisk, Eamonn Keogh
Regular Paper
Speeding up dynamic time warping distance for sparse time series data
Abdullah Mueen, Nikan Chavoshi, Noor Abu-El-Rub, Hossein Hamooni, Amanda Minnich, Jonathan MacCarthy