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Institute for Artificial Intelligence
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Analytic Computing
Intelligent Sensing and Perception
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Research Group: Informations Systems
Analytic Computing
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Faithful Embeddings for EL++ Knowledge Bases
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AI4MedCode
AISA
ATLAS
kr-building
Co-inform
COFFEE
CutLER
EVOWIPE
Ikileus
InMotion
KnownGraphs
LISeQ
MICME
OpAMin
OUTCITE
Semanux
ServiceMeister
UDeco
XAPS
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Student Theses
Bayesian Symbolic Regression in Structured Latent Spaces
Biomedical entity linking based on BLINK
Multi-label-Emotion-Classification-Using-Large-Language-Models
Schema-based re-evaluation of knowledge graph embeddings
Mixed Resolution Schemes for Efficient and Effective Knowledge Graph Embeddings
Byte pair encodings for knowledge graph embedings
KG-embedding-space-identification
Thesis Topics
bayesian-modeling-1
bayesian-modeling-2
bio-data-mining
biomedical-ner
Quantitative Comparisons of Real-time Emotion Recognitions
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explanation-based-learning
extracting-ref-pdf-bert
eye-gaze-translation
eye-tracking-approach
fake-news-representation
Adversarial Attacks for Time-series Models
friction-potential
gaze-voice-game
Hybrid Finite Gain Stable Network to Identify Ship Motion in Open Water
icon-semantic-identification
System Identification of Ships with Physics-Informed Neural Networks
learning-quantitative-argumentation-frameworks
modeling-entity-type-interactions
multi-view-clustering
outlier-region-detection
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prediction-vehicle-states
semantic-reasoning
web-text-recognition
Virtual RDF stores for Property Graphs
Computing how-provenance in Knowledge Graphs
Intelligent Sensing and Perception
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Machine Learning for Simulation Science
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Student Theses
Influence estimation for attributing the unfairness of GNNS to training data
Layout to Image for Defect Synthesis via Diffusion Models
Linear Transformers for Solving Parametric Partial Differential Equations
Model-Based Reinforcement Learning under Sparse Rewards
Data Attribution for Diffusion Models
Research Topics
Positive-unlabeled learning for knowledge graphs
Generative Modeling (VLM, LLM, Diffusion Models, etc.)
Graph neural networks (GNNs) for Protein-Ligand binding prediction
Machine Learning for Partial Differential Equations
Modeling Long Range Dependencies for Sequential Data
Towards robust and trustworthy Geometric Deep Learning
Vision and Language: Fusion Models, Flamingo
Scalable and Efficient Multi-modal Learning Algorithm with Applications in Healthcare and Science
Research Group: Informations Systems
Information Systems
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Analytic Computing
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Analytic Computing
Get to know our projects and partners.
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Running Projects
AI4MedCode
An AI platform for predicting and processing medical coding information for optimization and quality monitoring of clincial treatment and invoicing
AISA (MWK - BW)
AI Software Academy
ATLAS
An AI-powered decision support tool, to aid clinicians for liver cancer diagnosis and treatment
Circular Factory
Knowledge Representation for Multimodal and Uncertain Knowledge in Circular Factory
COFFEE (DFG)
Collaborative Forgetting for Engineering Design
IKILeUS (BMBF)
Integrierte KI in der Lehre der Universität Stuttgart
InMotion (EXC)
Combining First Principles and Neural Network Models for Interpretable, High-Precision Multi-Step Predictions
IRIS-3D
Reflecting Intelligent Systems for Diversity, Demography, and Democracy (IRIS3D)
KnoCS
KnoCS – Knowledge for Contextualization of Machine Learning and Simulation
KR-Building (EXC IntCDC)
Knowledge Representation for Multi-disciplinary Co-Design of Buildings
SMARTY
Scalable and Quantum Resilient Heterogeneous Edge Computing enabling Trustworthy AI
Completed Projects
Co-inform (EU)
Co-creating misinformation resilient societies
CutLER (EU)
Coastal Urban developmenT through the LEnses of Resiliency
EVOWIPE (DFG)
Explicit Forgetting of ontology-based knowledge in product development
KnowGraphs (EU)
Knowledge Graphs at Scale
LISeQ (DFG)
Language Integrated Semantic Queries
MICME (ZIM)
Multimodal Interaction and Collaboration in Medical Environment
NoBIAS
NoBIAS – Artificial Intelligence without Bias
OpAMin (DFG)
Open Argument Mining
OUTCITE (DFG)
Reference Understanding in the Social Sciences
Semanux (eXIST)
Combining various input means with artificial intelligence for an innovative, intuitive and inclusive human-computer interaction
ServiceMeister (BMWI)
An AI-based Service Ecosystem for Technical Service in the Age of Industry 4.0
UDeco (BMBF)
Usability Data ECO system
XAPS (BMBF)
EXplainable AI for automated Production Systems
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