文件名称：机器学习经典论文.zip
文件大小：84.46MB
文件格式：RAR
更新时间：2020-12-12 03:05:15
机器学习
机器学习经典论文.zip，都为国外的英文文献，可以试着阅读
【文件预览】：
kernel methods
----Kernels for Vector-Valued Functions_ a Review.pdf(581KB)
Learning Theory
----Introduction to Statistical Learning Theory.pdf(287KB)
deep learning
----Representation Learning_ A Review and New Perspectives.pdf(1.81MB)
Applications
----Mining Data Streams_ A Review.pdf(208KB)
----Workflow Mining_ A Survey of Issues and Approaches.pdf(459KB)
----Ambient Intelligence_ A Survey.pdf(537KB)
----A Survey of Emerging Approaches to Spam Filtering, Caruana, 2012.pdf(1.34MB)
----A Survey of Online Failure Prediction Methods.pdf(1.16MB)
----Anomaly Detection_ A Survey.pdf(709KB)
Economics
----Computational Sustainability.pdf(221KB)
----Computational Finance.pdf(310KB)
----Auctions and Bidding_ A Guide for Computer Scientists.pdf(480KB)
Dimension Reduction
----Dimension Reduction_ A Guided Tour.pdf(1.36MB)
----A Survey of Dimension Reduction Techniques.pdf(1.33MB)
----Toward Integrating Feature Selection Algorithms for Classification and Clustering.pdf(831KB)
----A Survey of Manifold-Based Learning Methods.pdf(1.25MB)
----Dimensionality Reduction_ A Comparative Review.pdf(724KB)
----An Introduction to Variable and Feature Selection.pdf(643KB)
active learning
----Two Faces of Active Learning, Dasgupta, 2011.pdf(265KB)
----Active Learning Literature Survey, Settles, 2010.pdf(1.85MB)
Classification
----Supervised Machine Learning_ A Review of Classification Techniques.pdf(367KB)
Game Theory
----Computer Poker_ A Review.pdf(1.12MB)
Computer Vision
----Object tracking_ A Survey.pdf(2.48MB)
----Human Activity Analysis_ A Review.pdf(2.03MB)
----A Comparative Study of Palmprint Recognition Algorithms.pdf(1.89MB)
----Pedestrian Detection_ An Evaluation of the State of the Art.pdf(4.25MB)
----Subspace Methods for Face Recognition.pdf(2.06MB)
----Context Based Object Categorization_ A Critical Survey.pdf(1.51MB)
----Detecting Faces in Images_ A Survey.pdf(1.27MB)
Graphical Models
----An Introduction to Variational Methods for Graphical Models.pdf(547KB)
Machine Learning
----A Tutorial on the Cross-Entropy Method.pdf(3.19MB)
----A Tutorial on Bayesian Nonparametric Models.pdf(651KB)
----A Few Useful Things to Know about Machine Learning.pdf(140KB)
----Interestingness Measures for Data Mining_ A Survey.pdf(245KB)
----A Survey of Interestingness Measures for Knowledge Discovery.pdf(273KB)
----Survey on Frequent Pattern Mining.pdf(281KB)
----The Boosting Approach to Machine Learning_ An Overview.pdf(188KB)
----A Survey on Wavelet Applications in Data Mining.pdf(275KB)
----Top 10 Algorithms in Data Mining.pdf(783KB)
----Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning.pdf(32.73MB)
----Semi-Supervised Learning Literature Survey.pdf(527KB)
Databases
----A Survey of Schema-based Matching Approaches.pdf(251KB)
----Overview of Record Linkage and Current Research Directions.pdf(466KB)
----Duplicate Record Detection_ A Survey.pdf(350KB)
----Data Fusion.pdf(602KB)
Biology
----Support Vector Machines in Bioinformatics_ a Survey.pdf(580KB)
----A Review of Feature Selection in Bioinformatics.pdf(717KB)
----Computational Challenges in Systems Biology.pdf(3.45MB)
----Recent Developments and Future Directions in Computational Genomics.pdf(165KB)
----Computational Epigenetics.pdf(586KB)
----Progress and Challenges in Protein Structure Prediction.pdf(691KB)
----Machine Learning in Bioinformatics_ A Brief Survey and Recommendations for Practitioners.pdf(271KB)
----Bioinformatics - An Introduction for Computer Scientists.pdf(255KB)
----Molecular Biology for Computer Scientists.pdf(187KB)
----Computational Systems Biology.pdf(119KB)
----Chemoinformatics - An Introduction for Computer Scientists.pdf(135KB)
----Protein Structure Prediction and Structural Genomics.pdf(305KB)
Clustering
----Survey of Clustering Data Mining Techniques.pdf(607KB)
----Data Clustering_ 50 Years Beyond K-Means.pdf(1.34MB)
----A Survey_ Clustering Ensembles Techniques.pdf(581KB)
----Parallel Clustering Algorithms_ A Survey.pdf(276KB)
----A Survey of Fuzzy Clustering.pdf(1.29MB)
----Survey of Clustering Algorithms.pdf(1.49MB)
----Clustering Methods.pdf(230KB)
----XML Data Clustering_ An Overview.pdf(1.47MB)
----Clustering Stability_ An Overview.pdf(525KB)
----On Clustering Validation Techniques.pdf(611KB)
----A Tutorial on Spectral Clustering.pdf(411KB)
----Computational Epigenetics_ The New Scientific Paradigm.pdf(241KB)
----Unsupervised and Semi-supervised Clustering_ a Brief Survey.pdf(100KB)
----Data Clustering_ A Review.pdf(621KB)
----Recent Advances in Clustering_ A Brief Survey.pdf(193KB)
----Subspace Clustering for High Dimensional Data_ A Review.pdf(503KB)
----Clustering in Life Sciences.pdf(411KB)
----Clustering of Time Series Data - A Survey.pdf(323KB)