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Data Mining and Knowledge Discovery （DATAMINE） - January 2017, issue 1 论文列表

点击这里查看 Data Mining and Knowledge Discovery 的JCR分区、影响因子等信息
卷期号： January 2017, issue 1
发布时间：
卷期年份： 2017
卷期官网： https://link.springer.com/journal/10618/volumes-and-issues/31-1
本期论文列表
Generalizing DTW to the multi-dimensional case requires an adaptive approach

Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data

TBM, a transformation based method for microaggregation of large volume mixed data

Adversarial classification using signaling games with an application to phishing detection

Outlying property detection with numerical attributes

Evidence-based uncertainty sampling for active learning

Efficient histogram dictionary learning for text/image modeling and classification

Reliable early classification of time series based on discriminating the classes over time

SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption

Reviewer acknowledgment

FitMine: automatic mining for time-evolving signals of cardiotocography monitoring

Retrieving geometric information from images: the case of hand-drawn diagrams

Scalable density-based clustering with quality guarantees using random projections

Discrimination of Alzheimer’s Disease using longitudinal information

Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models

Measuring discrimination in algorithmic decision making

The PRIMPING routine—Tiling through proximal alternating linearized minimization

Robust unsupervised cluster matching for network data

Active learning: an empirical study of common baselines

Graph summarization with quality guarantees

Unsupervised group matching with application to cross-lingual topic matching without alignment information

Comparison of local outlier detection techniques in spatial multivariate data

Discovering rare categories from graph streams

Survey on using constraints in data mining

Multiple Bayesian discriminant functions for high-dimensional massive data classification

Modeling user interests from web browsing activities

Outlier detection using binary decision diagrams

Detecting cooperative and organized spammer groups in micro-blogging community

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

On classifier behavior in the presence of mislabeling noise

Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks

Visualizing the behavior and some symmetry properties of Bayesian confirmation measures

Explaining clusterings of process instances

On searching and indexing sequences of temporal intervals

Improving time series similarity measures by integrating preprocessing steps

Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach

Guest editorial: Special issue on sports analytics

Regimes in baseball players’ career data

Adjusting for scorekeeper bias in NBA box scores

Archetypoid analysis for sports analytics

Activity recognition in beach volleyball using a Deep Convolutional Neural Network

Classification and legality analysis of bowling action in the game of cricket

A Markov Game model for valuing actions, locations, and team performance in ice hockey

Comparing dynamics of fluency and inter-limb coordination in climbing activities using multi-scale Jensen–Shannon embedding and clustering

Visual analysis of pressure in football

Discovering recurring activity in temporal networks

Sports analytics for professional speed skating

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017

Tour recommendation for groups

Micro-review synthesis for multi-entity summarization

Social regularized von Mises–Fisher mixture model for item recommendation

Classification of high-dimensional evolving data streams via a resource-efficient online ensemble

Flexible constrained sampling with guarantees for pattern mining

On temporal-constrained sub-trajectory cluster analysis

Lagrangian relaxations for multiple network alignment

MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data

Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery

The best privacy defense is a good privacy offense: obfuscating a search engine user’s profile

Local community detection in multilayer networks

Measuring and moderating opinion polarization in social networks

Ensemble-based community detection in multilayer networks

Differentially private nearest neighbor classification