Keywords Topic and main paper Prerequisites Particular interests Status
Signal Temporal Logic, XAI Sig-Lime: A Signal-Based Enhancement of Lime Explanation Technique Logic, Machine Learning XAI, STL formula learning
Formal modeling, network protocols, peer-to-peer computing External project Software verification Modeling languages, TLA+, process mining, distributed computing
Automated testing, property-based testing Property-based Testing within ML Projects: an Empirical Study Software Engineering, Functional Programming Testing Repository mining, machine learning reserved
Minimum Pure Decision Trees, MaxSAT, Explainability Interpretable Decision Trees Software Engineering,Programming Paradigms, Machine Learning I MaxSAT, Explainable AI, machine learning reserved
Location Privacy, Remapping, Discretization A Privacy-Aware Remapping Mechanism for Location Data Software Engineering,Algorithms and Data Structures, Stochastics Privacy, Location-Based Services reserved
Machine Learning, Incremental learning An Incremental Learning Approach Using Long Short-Term Memory Neural Networks Machine Learning Machine Learning, Wind power,online learning reserved
Machine Learning, Adaptive learning An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning Machine Learning Machine Learning, Wind power,adaptive learning reserved
Algorithms, Automated Software Engineering PyDSMC for Deep Learning Algorithms Deep Learning, Software Engineering System integration, Data evaluation, Reinforcement learning
Statistics and computing, Logic analysis Monte-Carlo Simulations with Safe Bounds Statistics, Programming Statistical model checking, benchmarking