1 Introduction  
2 Basics of Partial Order Theory  
3 Machine Learning Using Posets and Formal Concept Analysis  
4 Clustering Partially Ordered Data  
5 Multidimensional Data Analysis  
6 Exploratory Data Analysis  
7 Descriptive Data Analysis  
8 Applications  
9 Future Directions  
10 Conclusion