Noise-tolerance matrix completion for location recommendation Bin XiaTao LiHong Zhang OriginalPaper 05 June 2017 Pages: 1 - 24
Imbalanced classification in sparse and large behaviour datasets Jellis VanhoeyveldDavid Martens OriginalPaper 22 June 2017 Pages: 25 - 82
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile Chin-Chia Michael YehYan ZhuEamonn Keogh OriginalPaper 24 June 2017 Pages: 83 - 123
BSig: evaluating the statistical significance of biclustering solutions Rui HenriquesSara C. Madeira OriginalPaper 28 June 2017 Pages: 124 - 161
Fast and accurate mining of correlated heavy hitters Italo EpicocoMassimo CafaroMarco Pulimeno OriginalPaper 05 July 2017 Pages: 162 - 186
Selective harvesting over networks Fabricio MuraiDiogo RennĂ³Krista Gile OriginalPaper 12 July 2017 Pages: 187 - 217
The inner and outer approaches to the design of recursive neural architectures Pierre Baldi Technical Note Open access 26 July 2017 Pages: 218 - 230
Toward online node classification on streaming networks Ling JianJundong LiHuan Liu OriginalPaper 31 July 2017 Pages: 231 - 257
Model-based and actual independence for fairness-aware classification Toshihiro KamishimaShotaro AkahoJun Sakuma OriginalPaper Open access 08 August 2017 Pages: 258 - 286