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Database Systems and Information Management
Machine Learning
Big Data Analytics for Earth Observation
Explaining Deep Neural Networks
Probabilistic Modeling and Inference
Machine Learning for Molecular Simulation in Quantum Chemistry
Distributed Data Stream Processing in Heterogeneous Environments
Intelligent Biomedical Sensing
Machine Learning and Security
Big Data Engineering
Data-driven Code Transformation
Unified Processing Model for Distributed Stream Reasoning
Data Engineering in Earth Observation
Compliant Data Processing in Geo-distributed Environments
Model-regularized Learning of Complex Dynamical Behavior
Cross-lingual Information Extraction for the Assessment and Prevention of Adverse Drug Reactions
Auditable & Reproducible Stream Processing with Blockchain Technologies
Understanding Deep Generative Models
Guided Exploration of Chemical Space with DNN and Bayesian Optimization
Object Detection and Analysis in Historical Sources
Wasserstein Distances in Deep Learning
GINKO - Genauigkeitsverbesserung von Quellenlokalisationsalgorithmen durch Individualisierte Kopfmodelle für die funktionelle Nahinfrarotspektroskopie und das EleKtrOenzephalogramm
Extending Explainable AI to Time Series Predictions
Explainable AI for Clinical Omics Data Interpretation
Entwicklung eines neuen Algorithmus zur Bestimmung haplotyp- spezifischer Kopienzahl- und Strukturvarianten aus Einzel-Zell Strand-seq Daten und der Rekonstruktion der zugrundeliegenden Haplotypen mit Verfahren des maschinellen Lernens
Patterns of Copy-number Evolution
Unsupervised Clever Hans
Data Integration and Data Preparation
Management of Data Science Processes
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