Software and Data Sets
Ranking
- SUSHI Preference Data Set : questionnaire survey of preference in SUSHI collected by a ranking method. Test data for a task of learning to rank.
Fairness-aware Data Mining
- Fairness-Aware Classification : classifiers while taking fairness of the analysis results into account.
- Independence-Enhanced Recommender System : a recommender system that makes recommendations so ad to guarantee the independence from sensitive features specified by users.
GitHub Repository
Miscellaneous
ML, DM, and AI Conference Map
![ML, DM, and AI Conference Map](https://www.kamishima.net/wp-content/uploads/MLDMAImap.png)
An overview map of conferences related machine learning, data mining, and artificial intelligence, based on my intuition.
- Download: ML, DM, and AI Conference Map
Free Keynote Themes
![keynote Theme "Cherry Blossom"](https://www.kamishima.net/wp-content/uploads/cherry_blossom.png)
These are theme files designed for the presentation software, Keynote’13 or later of the Apple, Inc.
The Data Science Land
The Data Science Land is a joking multiplayer scenario for the Battle for Wesnoth, which is a free, turn-based tactical strategy game with a high fantasy theme. I hope you to enjoy machine learning in a fantasy world.
The Data Science Land is governed by five great countries: Holy Statistical State, Neural Network Empire, Bayesian League, United Kernelian Kingdom, and Rule-based Federation. These countries battle with each other for the supremacy of the Data Science Land. Afterward, historians call this turbulent time, “The Big Data Era.”