primary subject area | primary and secondary | |||||||
Submission Keyword | acc | rej | sub | % | acc | rej | sub | % |
Time-Series Analysis | 5 | 3 | 8 | 62.50 | 9 | 15 | 24 | 37.50 |
Deep Architectures | 6 | 4 | 10 | 60.00 | 10 | 7 | 17 | 58.82 |
Multi-Agent and Co-Operative Learning | 4 | 3 | 7 | 57.14 | 5 | 8 | 13 | 38.46 |
Cognitive Models of Learning | 2 | 2 | 4 | 50.00 | 2 | 10 | 12 | 16.67 |
Planning and Control | 1 | 1 | 2 | 50.00 | 9 | 16 | 25 | 36.00 |
Graph Mining | 1 | 1 | 2 | 50.00 | 2 | 8 | 10 | 20.00 |
Bayesian Inference | 7 | 9 | 16 | 43.75 | 20 | 44 | 64 | 31.25 |
Learning Theory | 6 | 9 | 15 | 40.00 | 15 | 34 | 49 | 30.61 |
Cost-Sensitive Learning | 2 | 3 | 5 | 40.00 | 2 | 9 | 11 | 18.18 |
Optimization Algorithms | 9 | 16 | 25 | 36.00 | 24 | 67 | 91 | 26.37 |
Latent-Variable Models and Topic Models | 5 | 9 | 14 | 35.71 | 11 | 24 | 35 | 31.43 |
Gaussian Processes | 3 | 6 | 9 | 33.33 | 6 | 19 | 25 | 24.00 |
Ensemble Methods | 2 | 4 | 6 | 33.33 | 6 | 14 | 20 | 30.00 |
Monte Carlo Methods | 1 | 2 | 3 | 33.33 | 8 | 16 | 24 | 33.33 |
Recommender Systems | 1 | 2 | 3 | 33.33 | 3 | 8 | 11 | 27.27 |
Outlier Detection | 1 | 2 | 3 | 33.33 | 2 | 9 | 11 | 18.18 |
Reinforcement Learning | 16 | 33 | 49 | 32.65 | 21 | 44 | 65 | 32.31 |
Clustering | 8 | 18 | 26 | 30.77 | 15 | 51 | 66 | 22.73 |
Online Learning | 6 | 14 | 20 | 30.00 | 13 | 41 | 54 | 24.07 |
Large-Margin Methods | 3 | 7 | 10 | 30.00 | 13 | 35 | 48 | 27.08 |
Feature Selection and Dimensionality Reduction | 9 | 22 | 31 | 29.03 | 17 | 52 | 69 | 24.64 |
Semi-Supervised Learning | 6 | 16 | 22 | 27.27 | 13 | 43 | 56 | 23.21 |
Matrix Factorization Methods | 3 | 8 | 11 | 27.27 | 8 | 18 | 26 | 30.77 |
Structured Output Prediction | 2 | 6 | 8 | 25.00 | 5 | 18 | 23 | 21.74 |
Active Learning | 4 | 13 | 17 | 23.53 | 7 | 21 | 28 | 25.00 |
Kernel Methods | 6 | 20 | 26 | 23.08 | 21 | 61 | 82 | 25.61 |
Probabilistic Models | 6 | 22 | 28 | 21.43 | 31 | 77 | 108 | 28.70 |
Statistical Methods | 3 | 11 | 14 | 21.43 | 15 | 53 | 68 | 22.06 |
Manifold Learning | 3 | 11 | 14 | 21.43 | 4 | 23 | 27 | 14.81 |
Ranking and Preference Learning | 3 | 12 | 15 | 20.00 | 7 | 19 | 26 | 26.92 |
Sparsity and Compressed Sensing | 2 | 8 | 10 | 20.00 | 15 | 33 | 48 | 31.25 |
Large-Scale Learning | 2 | 8 | 10 | 20.00 | 16 | 27 | 43 | 37.21 |
Evaluation Methodology and ROC Analysis | 1 | 4 | 5 | 20.00 | 1 | 7 | 8 | 12.50 |
Partially Observable Markov Decision Processes | 1 | 4 | 5 | 20.00 | 2 | 6 | 8 | 25.00 |
Vision | 1 | 5 | 6 | 16.67 | 9 | 34 | 43 | 20.93 |
Transfer and Multi-Task Learning | 3 | 17 | 20 | 15.00 | 9 | 31 | 40 | 22.50 |
Information Retrieval | 1 | 6 | 7 | 14.29 | 3 | 26 | 29 | 10.34 |
Supervised Learning | 3 | 20 | 23 | 13.04 | 21 | 96 | 117 | 17.95 |
Neural Networks | 1 | 7 | 8 | 12.50 | 10 | 26 | 36 | 27.78 |
Graph-Based Learning Methods | 1 | 7 | 8 | 12.50 | 9 | 24 | 33 | 27.27 |
Statistical Relational Learning | 1 | 8 | 9 | 11.11 | 4 | 19 | 23 | 17.39 |
Text Mining | 1 | 9 | 10 | 10.00 | 2 | 18 | 20 | 10.00 |
Unsupervised Learning | 0 | 13 | 13 | 0.00 | 18 | 56 | 74 | 24.32 |
Empirical Insights into ML | 0 | 5 | 5 | 0.00 | 2 | 26 | 28 | 7.14 |
None of the above | 0 | 5 | 5 | 0.00 | 0 | 5 | 5 | 0.00 |
Bioinformatics | 0 | 3 | 3 | 0.00 | 6 | 14 | 20 | 30.00 |
Inductive Logic Programming and Relational Learning | 0 | 3 | 3 | 0.00 | 1 | 8 | 9 | 11.11 |
Social Network Analysis | 0 | 3 | 3 | 0.00 | 1 | 6 | 7 | 14.29 |
Robotics | 0 | 2 | 2 | 0.00 | 2 | 14 | 16 | 12.50 |
Hidden Markov Models | 0 | 2 | 2 | 0.00 | 2 | 8 | 10 | 20.00 |
Data Streams | 0 | 2 | 2 | 0.00 | 1 | 8 | 9 | 11.11 |
Knowledge-Intensive Learning | 0 | 2 | 2 | 0.00 | 0 | 4 | 4 | 0.00 |
Fuzzy Learning Systems | 0 | 2 | 2 | 0.00 | 0 | 3 | 3 | 0.00 |
Natural Language Processing | 0 | 1 | 1 | 0.00 | 5 | 13 | 18 | 27.78 |
Rule and Decision Tree Learning | 0 | 1 | 1 | 0.00 | 2 | 8 | 10 | 20.00 |
Game Theory | 0 | 1 | 1 | 0.00 | 3 | 5 | 8 | 37.50 |
Visualization | 0 | 1 | 1 | 0.00 | 1 | 6 | 7 | 14.29 |
Game Playing | 0 | 1 | 1 | 0.00 | 2 | 4 | 6 | 33.33 |
Pattern Mining and Inductive Querying | 0 | 1 | 1 | 0.00 | 1 | 4 | 5 | 20.00 |
Meta-Learning | 0 | 1 | 1 | 0.00 | 1 | 4 | 5 | 20.00 |
Discovery | 0 | 0 | 0 | – | 1 | 5 | 6 | 16.67 |
Evolutionary Computation | 0 | 0 | 0 | – | 3 | 2 | 5 | 60.00 |
Web Mining | 0 | 0 | 0 | – | 0 | 3 | 3 | 0.00 |
Case-Based Reasoning | 0 | 0 | 0 | – | 2 | 0 | 2 | 100.00 |
Constructive Induction and Theory Revision | 0 | 0 | 0 | – | 1 | 0 | 1 | 100.00 |