Knowledge And Information Systems（KAIS ）的FEBRUARY 2018, ISSUE 2论文列表

卷期号： February 2018, issue 2

发布时间：

卷期年份： 2018

卷期官网： https://link.springer.com/journal/10115/volumes-and-issues/54-2

DeepAM: a heterogeneous deep learning framework for intelligent malware detection

Linear separability in spatial databases

Community-preserving anonymization of graphs

Recommending packages with validity constraints to groups of users

Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency

Event stream-based process discovery using abstract representations

A novel classifier ensemble approach for financial distress prediction

Unsupervised outlier detection for time series by entropy and dynamic time warping

Universal trajectories of scientific success

Welcoming two new Co-Editors-in-Chief for KAIS

Differentially private counting of users’ spatial regions

Is my model any good: differentially private regression diagnostics

Iterative column subset selection

Auditing black-box models for indirect influence

Resling: a scalable and generic framework to mine top-k representative subgraph patterns

Binary classifier calibration using an ensemble of piecewise linear regression models

Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM)

Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins

Speeding up dynamic time warping distance for sparse time series data

Tools and approaches for topic detection from Twitter streams: survey

Three iteratively reweighted least squares algorithms for \(L_1\)-norm principal component analysis

Node reactivation model to intensify influence on network targets

Fair multi-agent task allocation for large datasets analysis

A computational model of labor market participation with health shocks and bounded rationality

Activity qualifiers using an argument-based construction

Agent-based tool to reduce the maintenance cost of energy distribution networks

Patterns and anomalies in k-cores of real-world graphs with applications

The BigGrams: the semi-supervised information extraction system from HTML: an improvement in the wrapper induction