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
