Semi-Supervised Learning (Adaptive Computation and Machine Learning)

Graph kernels between point clouds

Proceedings of the 25th international conference on Machine learning

A unified architecture for natural language processing: deep neural networks with multitask learning

Proceedings of the 25th international conference on Machine learning

Large scale manifold transduction

Proceedings of the 25th international conference on Machine learning

Deep learning via semi-supervised embedding

Proceedings of the 25th international conference on Machine learning

Semi Supervised Spectral Clustering for Regulatory Module Discovery

DILS '08 Proceedings of the 5th international workshop on Data Integration in the Life Sciences

Graph-based tools for microscopic cellular image segmentation

Pattern Recognition

Deep learning from temporal coherence in video

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Large margin transductive transfer learning

Proceedings of the 18th ACM conference on Information and knowledge management

Combining labeled and unlabeled data with word-class distribution learning

Proceedings of the 18th ACM conference on Information and knowledge management

Large-scale bot detection for search engines

Proceedings of the 19th international conference on World wide web

Minimally-supervised extraction of entities from text advertisements

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics

Ant based semi-supervised classification

ANTS'10 Proceedings of the 7th international conference on Swarm intelligence

Semi-supervised abstraction-augmented string kernel for multi-level bio-relation extraction

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II

On-line classification of data streams with missing values based on reinforcement learning

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis

On climate reconstruction using bivalves: Three methods to interpret the chemical signature of a shell

Computer Methods and Programs in Biomedicine

Semi-supervised learning guided by the modularity measure in complex networks

Neurocomputing

Natural Language Processing (Almost) from Scratch

The Journal of Machine Learning Research

Structured lexical similarity via convolution kernels on dependency trees

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing

Semi-supervised training set adaption to unknown countries for traffic sign classifiers

PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning

Preventing error propagation in semi-supervised learning

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I

A comparative study of negative selection based anomaly detection in sequence data

ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems

Traffic sign classifier adaption by semi-supervised co-training

ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition

Tighter PAC-Bayes bounds through distribution-dependent priors

Theoretical Computer Science

Aggregation pheromone metaphor for semi-supervised classification

Pattern Recognition

2013 Special Issue: Detecting and preventing error propagation via competitive learning

Neural Networks

Labeling method for acceleration data using an execution sequence of activities

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication

Toward supervised anomaly detection

Journal of Artificial Intelligence Research