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An Empirical Comparison of Spectral Learning Methods for Classification

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Adam Drake | Dan Ventura

https://doi.org/10.1109/icmla.2013.10 Actions

Variable-Length Protein Sequence Motif Extraction Using Hierarchically-Clustered Hidden Markov Models

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Cody Hudson | Bernard Chen

https://doi.org/10.1109/icmla.2013.37 Actions

Sampling Adaptively Using the Massart Inequality for Scalable Learning

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Jianhua Chen | Jian Xu

https://doi.org/10.1109/icmla.2013.149 Actions

Determining Potential Yeast Longevity Genes via PPI Networks and Microarray Data Clustering Analysis

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Bernard Chen | Roshan Doolabh | Fusheng Tang

https://doi.org/10.1109/icmla.2013.75 Actions

Empirical Co-occurrence Rate Networks for Sequence Labeling

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Zhemin Zhu | Djoerd Hiemstra | Peter Apers | Andreas Wombacher

https://doi.org/10.1109/icmla.2013.23 Actions

PSCAN: A Parallel Structural Clustering Algorithm for networks

PROCEEDINGS ARTICLE published July 2013 in 2013 International Conference on Machine Learning and Cybernetics

https://doi.org/10.1109/icmlc.2013.6890400 Actions

Learning to Track Multi-target Online by Boosting and Scene Layout

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Guang Chen | Feihu Zhang | Daniel Clarke | Alois Knoll

https://doi.org/10.1109/icmla.2013.41 Actions

DroidMLN: A Markov Logic Network Approach to Detect Android Malware

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Mahmuda Rahman

https://doi.org/10.1109/icmla.2013.184 Actions

An Artificial Neural Networks Based Software System for Improved Learning Experience

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Utku Kose

https://doi.org/10.1109/icmla.2013.175 Actions

SetNet: Ensemble Method Techniques for Learning Regulatory Networks

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: I. Chhbil | M. Elati | C. Rouveirol | G. Santini

https://doi.org/10.1109/icmla.2013.14 Actions

ELM-Based Adaptive Live Migration Approach of Virtual Machines

BOOK CHAPTER published 2014 in Adaptation, Learning, and Optimization

Authors: Baiyou Qiao | Yang Chen | Hong Wang | Donghai Chen | Yanning Hua | Han Dong | Guoren Wang

https://doi.org/10.1007/978-3-319-04741-6_9 Actions

A Robust Unsupervised Feature Learning Framework Using Spatial Boosting Networks

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Nam Do-Hoang Le | Minh-Triet Tran

https://doi.org/10.1109/icmla.2013.168 Actions

Online learning and adaptation over networks: More information is not necessarily better

PROCEEDINGS ARTICLE published February 2013 in 2013 Information Theory and Applications Workshop (ITA)

Authors: A. H. Sayed

https://doi.org/10.1109/ita.2013.6502975 Actions

Course-recommendation system based on ontology

PROCEEDINGS ARTICLE published July 2013 in 2013 International Conference on Machine Learning and Cybernetics

https://doi.org/10.1109/icmlc.2013.6890767 Actions

Protein Local Tertiary Structure Prediction Using the Adaptively-Branching FGK-DF Model

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Bernard Chen | Cody Hudson | Aaron Crawford | Minwoo Kim

https://doi.org/10.1109/icmla.2013.77 Actions

Community Event Prediction in Dynamic Social Networks

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Nagehan Ilhan | Ilule Gunduz Oguducu

https://doi.org/10.1109/icmla.2013.40 Actions

A Two-Stage Pretraining Algorithm for Deep Boltzmann Machines

BOOK CHAPTER published 2013 in Artificial Neural Networks and Machine Learning – ICANN 2013

Authors: KyungHyun Cho | Tapani Raiko | Alexander Ilin | Juha Karhunen

https://doi.org/10.1007/978-3-642-40728-4_14 Actions

A greedy approach to sparse poisson denoising

PROCEEDINGS ARTICLE published September 2013 in 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Francois-Xavier Dupe | Sandrine Anthoine

https://doi.org/10.1109/mlsp.2013.6661993 Actions

Evolutionary Content Pre-fetching in Mobile Networks

PROCEEDINGS ARTICLE published December 2013 in 2013 12th International Conference on Machine Learning and Applications

Authors: Omar K. Shoukry | Magda B. Fayek

https://doi.org/10.1109/icmla.2013.79 Actions

A new hybrid fast mode decision method for H.264/AVC intra coding

PROCEEDINGS ARTICLE published July 2013 in 2013 International Conference on Machine Learning and Cybernetics

Authors: Changnian Chen | Jiazhong Chen | Tao Xia

https://doi.org/10.1109/icmlc.2013.6890404 Actions
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