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 reserved
Machine Learning, Deep Learning Time series forecasting and anomaly detection using deep learning Machine Learning Anomaly detection, Deep Learning, Time Series reserved
Formal modeling, network protocols, peer-to-peer computing External project Software verification Modeling languages, TLA+, process mining, distributed computing reserved
activity diagrams, execution traces Construction of Activity Diagrams from Java Execution Traces Software engineering Automated software engineering reserved
Machine Learning, Ensemble Learning Model-Independent Clustered Federated Learning with Heterogeneous Data Distributions Machine Learning Machine Learning, Ensemble Learning reserved
Algorithms, Automated Software Engineering PyDSMC for Deep Learning Algorithms Deep Learning, Software Engineering System integration, Data evaluation, Reinforcement learning reserved
Statistics and computing, Logic analysis Monte-Carlo Simulations with Safe Bounds Statistics, Programming Statistical model checking, benchmarking
Signal Temporal Logic, TeLEx: learning signal temporal logic from positive examples using tightness metric Logic, Programming Optimization, STL formula learning
Machine Learning, Multi-Agent Cooperation Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning Multi-Agent Systems, Machine Learning Reinforcement Learning, Multi-Agent Coordination reserved