Smyth_P: 44 documents, from the least to the most probable paper
Perplexity score: Title:
20850.922612 Probabilistic Anomaly Detection Dynamic Systems
12896.157862 Detecting Very Early Stages of Dementia from Normal Aging with Machine Learning Methods
8862.383438 Local Context Matching for Page Replacement
5619.795406 Discovering Chinese Words from Unsegmented Text
5558.840348 Automatic Measurement of Vertebral Shape Using Active Shape Models
4431.684505 The Distribution of Cycle Lengths in Graphical Models for Iterative Decoding
4319.093083 Rule discovery from time series
4085.199901 Trainable Cataloging for Digital Image Libraries with Applications to Volcano Detection
3786.490383 Multiple Regimes in Northern Hemisphere Height Fields via Mixture Model Clustering
3755.620481 From Massive Data Sets to Science Catalogs: Applications and Challenges
3385.274672 Probabilistic Independence Networks for Hidden Markov Probability Models
3373.235433 The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation
3324.623885 Statistical Themes and Lessons for Data Mining
3205.543699 Automating the Hunt for Volcanoes on Venus
3187.077061 Inferring Ground Truth from Subjective Labelling of Venus Images
3046.769912 Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth
2662.939267 Visualization of Navigation Patterns on a Web Site Using Model-Based Clustering
2640.242539 Learning to Recognize Volcanoes on Venus
2596.440312 Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data
2511.613681 Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets
2464.591668 A General Probabilistic Framework for Clustering Individuals
2428.165278 Belief Networks, Hidden Markov Models, and Markov Random Fields: a Unifying View
2357.530873 Probabilistic Query Models for Transaction Data
2330.857281 Visualization of Navigation Patterns on a Web Site Using Model Based Clustering
2326.221877 Bounds on the Mean Classification Error. .
1960.484530 Towards Scalable Support Vector Machines using Squashing
1958.672533 Hidden Markov Models for Endpoint Detection in Plasma Etch Processes
1835.558409 Modeling of Inhomogeneous Markov Random Fields with Applications to Cloud Screening
1751.940757 Deformable Markov Model Templates for Time-Series Pattern Matching
1739.593781 Segmental Semi-Markov Models for Endpoint Detection in Plasma Etching
1715.709747 Segmental Semi-Markov Models for Change-Point Detection with Applications to Semiconductor Manufacturing
1704.051258 A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
1640.019675 Trajectory Clustering with Mixtures of Regression Models
1566.035670 An Evaluation of Linearly Combining Density Estimators via Stacking
1513.347199 Markov Monitoring with Unknown States
1488.276214 The Process of Applying Machine Learning Algorithms
1474.448967 Probabilistic Clustering using Hierarchical Models
1416.885684 Hierarchical Models for Screening of Iron Deficiency Anemia
1368.181355 Retrofitting Decision Tree Classifiers Using Kernel Density Estimation
1302.289407 Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data
1189.003338 Clustering using Monte Carlo Cross-Validation
1003.681806 Model Selection for Probabilistic Clustering using Cross-Validated Likelihood
502.148103 Clustering Sequences with Hidden Markov Models
447.209933 Probabilistic Model-Based Clustering of Multivariate and Sequential Data