Machine Learning Surveys机器学习综述网站

http://www.mlsurveys.com/ A list of literature surveys, reviews, and tutorials on Machine Learning and related topics:  Title Year Topic Links Active Learning Literature Survey 2010 Active Learning   Two Faces of Active Learning 2011 Active Learning   A Survey of Emerging Approaches to Spam Filtering 2012 Applications   A Survey of Online Failure Prediction Methods 2010 Applications   Ambient Intelligence: A Survey 2011 Applications   Anomaly Detection: A Survey 2009 Applications   Mining Data Streams: A Review 2005 Applications   Workflow Mining: A Survey of Issues and Approaches 2003 Applications   A Review of Feature Selection in Bioinformatics 2007 Biology   Automated Protein Structure Classification: A Survey 2009 Biology   Bioinformatics - An Introduction for Computer Scientists 2004 Biology   Chemoinformatics - An Introduction for Computer Scientists 2009 Biology   Computational Challenges in Systems Biology 2009 Biology   Computational Epigenetics 2008 Biology   Computational Epigenetics: The New Scientific Paradigm 2010 Biology   Computational Systems Biology 2002 Biology   Machine Learning in Bioinformatics: A Brief Survey and Recommendations for Practitioners 2006 Biology   Molecular Biology for Computer Scientists 1993 Biology   Progress and Challenges in Protein Structure Prediction 2008 Biology   Protein Structure Prediction and Structural Genomics 2001 Biology   Recent Developments and Future Directions in Computational Genomics 2000 Biology   Supervised Machine Learning: A Review of Classification Techniques 2007 Classification   A Survey of Fuzzy Clustering 1993 Clustering   A Survey: Clustering Ensembles Techniques 2009 Clustering   A Tutorial on Spectral Clustering 2007 Clustering   Clustering in Life Sciences 2002 Clustering   Clustering Methods 2005 Clustering   Clustering of Time Series Data - A Survey 2005 Clustering   Clustering Stability: An Overview 2010 Clustering   Data Clustering: 50 Years Beyond K-Means 2010 Clustering   Data Clustering: A Review 1999 Clustering   On Clustering Validation Techniques 2001 Clustering   Parallel Clustering Algorithms: A Survey 2009 Clustering   Recent Advances in Clustering: A Brief Survey 2004 Clustering   Subspace Clustering for High Dimensional Data: A Review 2004 Clustering   Survey of Clustering Algorithms 2005 Clustering   Survey of Clustering Data Mining Techniques 2006 Clustering   Unsupervised and Semi-supervised Clustering: a Brief Survey 2004 Clustering   XML Data Clustering: An Overview 2011 Clustering   A Comparative Study of Palmprint Recognition Algorithms 2012 Computer Vision   Detecting Faces in Images: A Survey 2002 Computer Vision   Human Activity Analysis: A Review 2011 Computer Vision   Object tracking: A Survey 2006 Computer Vision   Pedestrian Detection: An Evaluation of the State of the Art 2012 Computer Vision   Subspace Methods for Face Recognition 2010 Computer Vision   A Survey of Schema-based Matching Approaches 2005 Databases   Data Fusion 2008 Databases   Duplicate Record Detection: A Survey 2007 Databases   Overview of Record Linkage and Current Research Directions 2006 Databases   Representation Learning: A Review and New Perspectives 2012 Deep Learning   A Survey of Dimension Reduction Techniques 2002 Dimension Reduction   An Introduction to Variable and Feature Selection 2003 Dimension Reduction   Dimensionality Reduction: A Comparative Review 2009 Dimension Reduction   Toward Integrating Feature Selection Algorithms for Classification and Clustering 2005 Dimension Reduction   Auctions and Bidding: A Guide for Computer Scientists 2011 Economics   Computational Finance 2004 Economics   Computational Sustainability 2009 Economics   Computer Poker: A Review 2011 Game Theory   A Survey of Interestingness Measures for Knowledge Discovery 2005 Machine Learning   A Survey of Kernels for Structured Data 2003 Machine Learning   A Survey on Wavelet Applications in Data Mining 2002 Machine Learning   A Tutorial on Bayesian Nonparametric Models 2011 Machine Learning   Interestingness Measures for Data Mining: A Survey 2006 Machine Learning   Semi-Supervised Learning Literature Survey 2007 Machine Learning   Survey on Frequent Pattern Mining 2003 Machine Learning   A Survey of Evolutionary Algorithms for Data Mining and Knowledge Discovery 2003 Natural Computing   Artificial Immune Systems 2005 Natural Computing   Data Mining in Soft Computing Framework: A Survey 2002 Natural Computing   Neural Networks for Classification: A Survey 2000 Natural Computing   A Survey of Named Entity Recognition and Classification 2007 Natural Language Processing   A Survey on Sentiment Detection of Reviews 2009 Natural Language Processing   Adaptive Information Extraction 2006 Natural Language Processing   Information Extraction 2008 Natural Language Processing   Machine Learning in Automated Text Categorization 2002 Natural Language Processing   Machine Transliteration Survey 2011 Natural Language Processing   Ontology Learning From Text: A Look Back And Into The Future 2012 Natural Language Processing   Opinion Mining and Sentiment Analysis 2008 Natural Language Processing   Probabilistic Topic Models 2012 Natural Language Processing   Statistical Machine Translation 2008 Natural Language Processing   Survey of Text Clustering 2005 Natural Language Processing   Topic Models 2009 Natural Language Processing   Web Mining Research: A Survey 2000 Natural Language Processing   Word Sense Desambiguation: A Survey 2009 Natural Language Processing   A Survey of Statistical Network Models 2010 Networks   Communities in Networks 2009 Networks   Community Detection in Graphs 2010 Networks   Comparing Community Structure Identification 2005 Networks   Detecting Community Structure in Networks 2004 Networks   Graph Clustering 2007 Networks   Graph Mining: Laws, Generators, and Algorithms 2006 Networks   Link Mining: A New Data Mining Challenge 2003 Networks   Link Mining: A Survey 2005 Networks   A Survey of Very Large-Scale Neighborhood Search Techniques 2001 Others   Ensemble Approaches for Regression: a Survey 2012 Regression   A Survey of Reinforcement Learning in Relational Domains 2005 Reinforcement Learning   Reinforcement Learning: A Survey 1996 Reinforcement Learning   Algorithms for Association Rule Mining - A General Survey and Comparison 2000 Rule Learning   Association Mining 2006 Rule Learning   A Review on Time Series Data Mining 2011 Time Series   Discrete Wavelet Transform-Based Time Series Analysis and Mining 2011 Time Series   Time-Series Data Mining 2012 Time Series   A Survey on Transfer Learning 2010 Transfer Learning   A Survey of Web Clustering Engines 2009 Web Mining   A Survey of Web Metrics 2002 Web Mining   A Taxonomy of Sequential Pattern Mining Algorithms 2010 Web Mining   An Overview of Web Data Clustering Practices 2005 Web Mining   Data Mining for Hypertext: A Tutorial Survey 2000 Web Mining   Mining Interesting Knowledge from Weblogs: A Survey 2005 Web Mining   Web Page Classification: Features and Algorithms 2009 Web Mining