Newspaper

    Open Topics for Bachelor and Master's Theses

    • Multi-label classification with partial abstention [PDF]
    • Multi-class probability estimation using nested dichotomies [ PDF ]

    • Solving the Container Pre-Marshalling Problem using Machine Learning [ PDF ]
    • Support Vector Classification on Noisy Data using Fuzzy Superset Losses [ PDF ]
    • A Learning-to-Aggregate Approach to Assignment-based Similarity Induction [ PDF ]
    • Feature selection for ranking [ PDF ]
    • Rank Aggregation for Incomplete Rankings [ PDF ]
    • Solving label ranking problems via error-correcting output codes [ PDF ]
    • A critical analysis of the Kappa-measure in machine learning [ PDF ]

    • Data-driven adaptation of weighted rank correlation measures [ PDF ]

    • Machine learning based on analogical proportions [ PDF ]

    • Decentralized on-line machine learning for swarm intelligence systems [ PDF ]
    • Survival analysis on dynamic event streams [ PDF ]
    • An analysis of chaining for multi-target prediction [ PDF ]

    • An empirical analysis of methods for learning from data streams using recovery analysis [ PDF ]

    • Local linear regression through data imprecisiation [ PDF ]

    • Learning fuzzy rules from data streams [ PDF ]

    • Variable importance and feature selection in machine learning: A game-theoretical approach [ PDF ]

    • Predictive modeling of non-functional software properties [ PDF ]