Generalized feature extraction for structural pattern recognition in time-series data

Classification of multivariate time series using two-dimensional singular value decomposition

Knowledge-Based Systems

Classification of multivariate time series using locality preserving projections

Knowledge-Based Systems

Analysis of application heartbeats: learning structural and temporal features in time series data for identification of performance problems

Proceedings of the 2008 ACM/IEEE conference on Supercomputing

Support vector machines of interval-based features for time series classification

Knowledge-Based Systems

A framework for on-line trend extraction and fault diagnosis

Engineering Applications of Artificial Intelligence

Temporal data mining using shape space representations of time series

Neurocomputing

Ensembles of decision trees for imbalanced data

MCS'11 Proceedings of the 10th international conference on Multiple classifier systems

Using model trees and their ensembles for imbalanced data

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence

Segment and combine approach for non-parametric time-series classification

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Ensemble based positive unlabeled learning for time series classification

DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I

Positive unlabeled learning for time series classification

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Object recognition using summed features classifier

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I

Centinela: A human activity recognition system based on acceleration and vital sign data

Pervasive and Mobile Computing

Rotation-invariant similarity in time series using bag-of-patterns representation

Journal of Intelligent Information Systems

Funclust: A curves clustering method using functional random variables density approximation

Neurocomputing

Multi-scale dissemination of time series data

Proceedings of the 25th International Conference on Scientific and Statistical Database Management

Model-based clustering for multivariate functional data

Computational Statistics & Data Analysis