Refine
Year of publication
Document Type
- Article (166)
- Doctoral Thesis (90)
- Other (83)
- Monograph/Edited Volume (33)
- Postprint (22)
- Conference Proceeding (3)
- Part of a Book (1)
- Habilitation Thesis (1)
Language
- English (399) (remove)
Keywords
- MOOC (41)
- e-learning (36)
- digital education (35)
- online course creation (34)
- online course design (34)
- Digitale Bildung (33)
- Kursdesign (33)
- Micro Degree (33)
- Online-Lehre (33)
- Onlinekurs (33)
- Onlinekurs-Produktion (33)
- micro degree (33)
- micro-credential (33)
- online teaching (33)
- machine learning (16)
- maschinelles Lernen (7)
- E-Learning (6)
- deep learning (6)
- Cloud Computing (5)
- evaluation (5)
- 3D printing (4)
- BPMN (4)
- Blockchain (4)
- Duplikaterkennung (4)
- Machine Learning (4)
- Scrum (4)
- Smalltalk (4)
- blockchain (4)
- business process management (4)
- cloud computing (4)
- cyber-physical systems (4)
- duplicate detection (4)
- fabrication (4)
- image processing (4)
- inertial measurement unit (4)
- natural language processing (4)
- probabilistic timed systems (4)
- qualitative Analyse (4)
- qualitative analysis (4)
- quantitative Analyse (4)
- quantitative analysis (4)
- smart contracts (4)
- 3D visualization (3)
- 3D-Visualisierung (3)
- Business process models (3)
- DMN (3)
- Data profiling (3)
- Datenaufbereitung (3)
- Datenqualität (3)
- Digitalisierung (3)
- Dynamic pricing (3)
- Forschungsprojekte (3)
- Future SOC Lab (3)
- Geschäftsprozessmanagement (3)
- In-Memory Technologie (3)
- Künstliche Intelligenz (3)
- MOOCs (3)
- Maschinelles Lernen (3)
- Multicore Architekturen (3)
- Natural language processing (3)
- Security Metrics (3)
- Security Risk Assessment (3)
- Teamwork (3)
- artifical intelligence (3)
- computer vision (3)
- course design (3)
- creativity (3)
- data preparation (3)
- data profiling (3)
- entity resolution (3)
- graph transformation systems (3)
- innovation (3)
- intrusion detection (3)
- künstliche Intelligenz (3)
- multicore architectures (3)
- programming (3)
- real-time rendering (3)
- reinforcement learning (3)
- research projects (3)
- tiefes Lernen (3)
- user experience (3)
- user-generated content (3)
- 3D point clouds (2)
- Agile (2)
- Android (2)
- Angriffserkennung (2)
- Anomalieerkennung (2)
- Answer set programming (2)
- Behavioral economics (2)
- Big Data (2)
- Bounded Model Checking (2)
- Clinical decision support (2)
- Cloud-Security (2)
- Data Profiling (2)
- Datenbank (2)
- Datenbanksysteme (2)
- Datenvisualisierung (2)
- Debugging (2)
- Decision models (2)
- Deep Learning (2)
- Design Thinking (2)
- Dynamic programming (2)
- Economic evaluation (2)
- Electronic health record (2)
- Energy (2)
- Entitätsauflösung (2)
- Entitätsverknüpfung (2)
- Entscheidungsfindung (2)
- Fabrikation (2)
- Feature selection (2)
- Forschungskolleg (2)
- Gene expression (2)
- Graphentransformationssysteme (2)
- HPI Schul-Cloud (2)
- Hasso Plattner Institute (2)
- Hasso-Plattner-Institut (2)
- IDS (2)
- Identitätsmanagement (2)
- In-Memory technology (2)
- Information flow control (2)
- Innovation (2)
- Internet der Dinge (2)
- Internet of Things (2)
- Java (2)
- Kanban (2)
- Klausurtagung (2)
- Lecture Video Archive (2)
- MAC security (2)
- Massive Open Online Course (MOOC) (2)
- Metadaten (2)
- Metanome (2)
- Modellprüfung (2)
- Oligopoly competition (2)
- OptoGait (2)
- Peer Assessment (2)
- Peer-to-Peer ridesharing (2)
- Ph.D. retreat (2)
- Prior knowledge (2)
- Python (2)
- RGB-D cameras (2)
- Reproducible benchmarking (2)
- SIEM (2)
- Secure Configuration (2)
- Security (2)
- Service-oriented Systems Engineering (2)
- Sicherheit (2)
- Smart micro-grids (2)
- Social Media Analysis (2)
- Squeak (2)
- Treemaps (2)
- Versionsverwaltung (2)
- Visualisierung (2)
- Werkzeuge (2)
- X-ray (2)
- Zebris (2)
- acute kidney injury (2)
- anomaly detection (2)
- artificial intelligence (2)
- artificial intelligence for health (2)
- assignments (2)
- bounded model checking (2)
- business processes (2)
- capstone course (2)
- causal discovery (2)
- causal structure learning (2)
- classification (2)
- cloud (2)
- clustering (2)
- collaborative work (2)
- comparison of devices (2)
- computer-mediated therapy (2)
- cyber-physische Systeme (2)
- data integration (2)
- data pipeline (2)
- data quality (2)
- database (2)
- database systems (2)
- deduplication (2)
- deferred choice (2)
- design thinking (2)
- digital health (2)
- digitalization (2)
- disorder recognition (2)
- distributed systems (2)
- eindeutige Spaltenkombination (2)
- end-stage kidney disease (2)
- entity linking (2)
- everyday life (2)
- federated learning (2)
- flexibility (2)
- formal semantics (2)
- formal verification (2)
- formale Verifikation (2)
- framework (2)
- functional dependencies (2)
- funktionale Abhängigkeiten (2)
- gait analysis (2)
- gait analysis algorithm (2)
- genome-wide association (2)
- geospatial data (2)
- hate speech detection (2)
- human activity recognition (2)
- human motion (2)
- identity management (2)
- inclusion dependencies (2)
- index selection (2)
- interactive media (2)
- kausale Entdeckung (2)
- kausales Strukturlernen (2)
- knowledge management (2)
- labeling (2)
- learning path (2)
- location prediction algorithm (2)
- maschinelles Sehen (2)
- medical documentation (2)
- memory (2)
- metadata (2)
- mobile mapping (2)
- model checking (2)
- model-driven engineering (2)
- modularization (2)
- motion capture (2)
- multiple modalities (2)
- named entity recognition (2)
- nested graph conditions (2)
- neurological disorders (2)
- non-photorealistic rendering (2)
- openHPI (2)
- oracles (2)
- outlier detection (2)
- parameterized complexity (2)
- peer assessment (2)
- pervasive healthcare (2)
- privacy and security (2)
- privacy attack (2)
- probabilistische gezeitete Systeme (2)
- probabilistische zeitgesteuerte Systeme (2)
- process mining (2)
- programmable matter (2)
- proteomics (2)
- public dataset (2)
- quality assessment (2)
- query optimization (2)
- rapid eGFRcrea decline (2)
- research school (2)
- retrospective (2)
- risk-aware dispatching (2)
- security (2)
- security analytics (2)
- self-paced learning (2)
- self-sovereign identity (2)
- sensor data (2)
- service-oriented systems engineering (2)
- simulation (2)
- social media (2)
- software development (2)
- software engineering (2)
- software process improvement (2)
- speech (2)
- study (2)
- text mining (2)
- thinking styles (2)
- trajectory data (2)
- transparency (2)
- transport network companies (2)
- treemaps (2)
- trustworthiness (2)
- typed attributed graphs (2)
- unique column combinations (2)
- variable geometry truss (2)
- version control (2)
- virtuelle Realität (2)
- visualization (2)
- voice (2)
- web-based rendering (2)
- workflow patterns (2)
- 0-day (1)
- 3D Druck (1)
- 3D Point Clouds (1)
- 3D Visualization (1)
- 3D city model (1)
- 3D geovirtual environment (1)
- 3D geovisualization (1)
- 3D geovisualization system (1)
- 3D point cloud (1)
- 3D portrayal (1)
- 3D-Druck (1)
- 3D-Einbettung (1)
- 3D-Geovisualisierung (1)
- 3D-Geovisualisierungssystem (1)
- 3D-Punktwolke (1)
- 3D-Punktwolken (1)
- 3D-Rendering (1)
- 3D-Stadtmodell (1)
- 3D-embedding (1)
- 3D-geovirtuelle Umgebung (1)
- ACINQ (1)
- APT (1)
- ASIC (1)
- Abgleich von Abhängigkeiten (1)
- Abhängigkeit (1)
- Access Control (1)
- Activity-oriented Optimization (1)
- Adoption effects (1)
- Adressnormalisierung (1)
- Advanced Persistent Threats (1)
- Advertising (1)
- Agile methods (1)
- Agilität (1)
- Aktivitäten (1)
- Algebraic methods (1)
- Algorithms (1)
- Ambiguity (1)
- Ambiguität (1)
- Analog-zu-Digital-Konvertierung (1)
- Analyse (1)
- Anfrageoptimierung (1)
- Annahme (1)
- Anomaly detection (1)
- Anwendungsbedingungen (1)
- Application Container Security (1)
- Approximation algorithms (1)
- Architecture synthesis (1)
- Architectures (1)
- Architekturadaptation (1)
- Archivanalyse (1)
- Artificial Intelligence (1)
- Artistic Image Stylization (1)
- Arzt-Patient-Beziehung (1)
- Attributsicherung (1)
- Audit (1)
- Aufzählungsalgorithmen (1)
- Auktion (1)
- Ausreißererkennung (1)
- Australian securities exchange (1)
- Auswirkungen (1)
- Autoimmune (1)
- Automated parsing (1)
- Automatic domain term extraction (1)
- Automatisierung (1)
- Average-Case Analyse (1)
- BCCC (1)
- BIM (1)
- BRCA1 (1)
- BTC (1)
- Bahnwesen (1)
- Bandwidth (1)
- Batch activity (1)
- Batch processing (1)
- Batch-Aktivität (1)
- Bedrohungserkennung (1)
- Behavior change (1)
- Behavioral equivalence and refinement (1)
- Benchmark (1)
- Beschriftung (1)
- Betriebssysteme (1)
- Bewegung (1)
- Big Five Model (1)
- Big Five model (1)
- Bildverarbeitung (1)
- Binary Classification (1)
- Binäre Klassifikation (1)
- Biomarker-Erkennung (1)
- Bisimulation and simulation (1)
- BitShares (1)
- Bitcoin Core (1)
- Blockchain Auth (1)
- Blockchain Governance (1)
- Blockchain-Konsortium R3 (1)
- Blockchain-enabled Governance (1)
- Blockkette (1)
- Blockstack (1)
- Blockstack ID (1)
- Blumix-Plattform (1)
- Blöcke (1)
- Boolean Networks (1)
- Boolean satisfiability (1)
- Boolsche Erfüllbarkeit (1)
- Bounded Backward Model Checking (1)
- Brand Personality (1)
- Building Management (1)
- Business Process Management (1)
- Business process choreographies (1)
- Business process improvement (1)
- Business process modeling (1)
- Business process simulation (1)
- Byzantine Agreement (1)
- CMOS technology (1)
- COVID-19 (1)
- Car safety management (1)
- Cardinality estimation (1)
- Case Management (1)
- Causal inference (1)
- Causal structure learning (1)
- Cheating attacks (1)
- Chernoff-Hoeffding theorem (1)
- Chile (1)
- Circular economy (1)
- CityGML (1)
- Clinical Data (1)
- Clinical predictive modeling (1)
- Cloud Audit (1)
- Cloud Service Provider (1)
- CloudRAID (1)
- CloudRAID for Business (1)
- Clusteranalyse (1)
- Clustering (1)
- Co-production (1)
- Collaborative learning (1)
- Colored Coins (1)
- Colored Petri Net (1)
- Commonsense reasoning (1)
- Complexity (1)
- Compound Values (1)
- Computational Photography (1)
- Computergrafik (1)
- Computervision (1)
- Computing (1)
- Conceptual Fit (1)
- Conceptual modeling (1)
- ContextErlang (1)
- Creative (1)
- Critical pair analysis (CPA) (1)
- Cross-platform (1)
- Crowd Resourcing (1)
- Cryptography (1)
- Curex (1)
- Custom Writable Class (1)
- Cyber-Sicherheit (1)
- Cyber-physikalische Systeme (1)
- Cybersecurity (1)
- Cybersecurity e-Learning (1)
- Cybersicherheit (1)
- Cybersicherheit E-Learning (1)
- DAO (1)
- DBMS (1)
- DPoS (1)
- DSA (1)
- Data Analytics (1)
- Data Structure Optimization (1)
- Data breach (1)
- Data compression (1)
- Data mining (1)
- Data mining Machine learning (1)
- Data modeling (1)
- Data partitioning (1)
- Data processing (1)
- Data profiling application (1)
- Data quality (1)
- Data warehouse (1)
- Data-Mining (1)
- Data-Science (1)
- Data-driven price anticipation (1)
- Data-driven strategies (1)
- Database (1)
- Dateistruktur (1)
- Daten-Analytik (1)
- Datenabgleich (1)
- Datenanalyse (1)
- Datenbereinigung (1)
- Datenintegration (1)
- Datenmodelle (1)
- Datensatz (1)
- Datensatzverknüpfung (1)
- Datenschutz (1)
- Datenstromverarbeitung (1)
- Datenstrukturoptimierung (1)
- Datensynthese (1)
- Datentransformation (1)
- Datenverwaltung (1)
- Deanonymisierung (1)
- Decision support (1)
- Declarative modelling (1)
- Deduplikation (1)
- Deep Kernel Learning (1)
- Deep learning (1)
- Dekubitus (1)
- Delegated Proof-of-Stake (1)
- Denial of sleep (1)
- Denkstile (1)
- Denkweise (1)
- Derecho (1)
- Design (1)
- Design-Forschung (1)
- Dezentrale Applikationen (1)
- Differential Expression Analysis (1)
- Digital Twin (1)
- Digitaler Zwilling (1)
- Digitization (1)
- Dimensionsreduktion (1)
- Direkte Manipulation (1)
- Disadvantaged communities (1)
- Dissertation (1)
- Distance Learning (1)
- Distributed Proof-of-Research (1)
- Distributed snapshot algorithm (1)
- Distributed-Ledger-Technologie (DLT) (1)
- Diverse solution enumeration (1)
- Document classification (1)
- Dokument Analyse (1)
- Domain Objects (1)
- Domänenspezifische Modellierung (1)
- Drift (1)
- Dubletten (1)
- Durchsetzbarkeit (1)
- Dynamic pricing competition (1)
- Dynamik (1)
- E-Learning exam preparation (1)
- E-Lecture (1)
- E-Wallet (1)
- E-commerce (1)
- E-health (1)
- ECDSA (1)
- EMG (1)
- Echtzeit (1)
- Echtzeit-Rendering (1)
- Educational Data Mining (1)
- Educational Technology (1)
- Effect measurement (1)
- Einbettungen (1)
- Einbruchserkennung (1)
- Electrical products (1)
- Embedded Programming (1)
- Emotion Mining (1)
- Endpunktsicherheit (1)
- Energy efficiency (1)
- Entdeckung (1)
- Enterprise File Synchronization and Share (1)
- Entropy (1)
- Entscheidungskorrektheit (1)
- Entscheidungsmanagement (1)
- Entscheidungsmodelle (1)
- Entstehung (1)
- Enumeration algorithm (1)
- Ereignisabonnement (1)
- Ereignisnormalisierung (1)
- Erfüllbarkeitsschwellwert (1)
- Eris (1)
- Erkennung von Metadaten (1)
- Erkennung von Quasi-Identifikatoren (1)
- Estimation-of-Distribution-Algorithmen (1)
- Estimation-of-distribution algorithm (1)
- Ether (1)
- Ethereum (1)
- European Union (1)
- European reference networks (1)
- Europäische Union (1)
- Evaluation (1)
- Expert knowledge (1)
- Exploration (1)
- Expressive rendering (1)
- Extensibility (1)
- Eye-tracking (1)
- Fabrication (1)
- Facility Management (1)
- Federated Byzantine Agreement (1)
- Feedback control loop (1)
- Fehlende Werte (1)
- Fehlertoleranz (1)
- Fernerkundung (1)
- Fertigung (1)
- Field study (1)
- First-hitting time (1)
- Flash (1)
- FollowMyVote (1)
- Forecasting (1)
- Foreign key (1)
- Fork (1)
- Formal modelling (1)
- Formal verification of behavior preservation (1)
- Functional dependencies (1)
- Funktionale Abhängigkeiten (1)
- GMDH (1)
- GPU (1)
- GPU acceleration (1)
- GPU-Beschleunigung (1)
- GTEx (1)
- Gaussian process state-space models (1)
- Gaussian processes (1)
- Gauß-Prozess Zustandsraummodelle (1)
- Gauß-Prozesse (1)
- Gebäudeinformationsmodellierung (1)
- Gebäudemanagement (1)
- Gen-Expression (1)
- Gene Expression Data Analysis (1)
- General Earth and Planetary Sciences (1)
- General demand function (1)
- Generalized Discrimination Networks (1)
- Geodaten (1)
- Geography, Planning and Development (1)
- Geospatial intelligence (1)
- Gerichtsbarkeit (1)
- Geschäftsprozess (1)
- Geschäftsprozess-Choreografien (1)
- Geschäftsprozessarchitekturen (1)
- Gewinnung benannter Entitäten (1)
- GitHub (1)
- GraalVM (1)
- Graph Algorithms (1)
- Graph Theory (1)
- Graph logic (1)
- Graph logics (1)
- Graph transformation (1)
- Graph transformation (double pushout approach) (1)
- Graph transformations (1)
- Graph-Mining (1)
- Graphableitung (1)
- Graphbedingungen (1)
- Graphentheorie (1)
- Graphreparatur (1)
- Graphtransformationen (1)
- Graphtransformationssysteme (1)
- Grid stability (1)
- Gridcoin (1)
- Großformat (1)
- HENSHIN (1)
- HLS (1)
- HTML5 (1)
- Hard Fork (1)
- Hashed Timelock Contracts (1)
- Hasserkennung (1)
- Heart Valve Diseases (1)
- Herzklappenerkrankungen (1)
- Heuristiken (1)
- Hitting Sets (1)
- Holant problems (1)
- Home appliances (1)
- Human Computer Interaction (1)
- Hybrid (1)
- Hyperbolic Geometry (1)
- Hyrise (1)
- Häkeln (1)
- ICT (1)
- IEEE 802.15.4 (1)
- IT Softwarentwicklung (1)
- IT project (1)
- IT systems engineering (1)
- IT-Sicherheit (1)
- IT-security (1)
- Ideation (1)
- Ideenfindung (1)
- Identity leak (1)
- Identität (1)
- Image Abstraction (1)
- Image Processing (1)
- Imbalanced medical image semantic segmentation (1)
- Immobilien 4.0 (1)
- Impact (1)
- Implementation in Organizations (1)
- Implementierung (1)
- Implementierung in Organisationen (1)
- In-Memory (1)
- Indexauswahl (1)
- Indoor Point Clouds (1)
- Indoor environments (1)
- Indoor-Punktwolken (1)
- Industry 4.0 (1)
- Information Retrieval (1)
- Information system (1)
- Informationsextraktion (1)
- Inklusionsabhängigkeit (1)
- Inklusionsabhängigkeiten (1)
- Institutions (1)
- Integrative Gene Selection (1)
- Intent analysis (1)
- Interacting processes (1)
- Interactive Media (1)
- Interactive control (1)
- Interdisciplinary Teams (1)
- Interessengrad-Techniken (1)
- Internet (1)
- Internet of things (1)
- Interoperability (1)
- Interpretability (1)
- Interpreter (1)
- Interval Timed Automata (1)
- Interventionen (1)
- Invariant checking (1)
- IoT (1)
- Japanese Blockchain Consortium (1)
- Japanisches Blockchain-Konsortium (1)
- JavaScript (1)
- K-12 (1)
- Kalman filtering (1)
- Kardinalitätsschätzung (1)
- Karten (1)
- Kausalität (1)
- Kernelization (1)
- Kette (1)
- Klassifikation (1)
- Klassifizierung (1)
- Klinische Daten (1)
- Knowledge Bases (1)
- Kognitionswissenschaft (1)
- Kollaboration (1)
- Konsensalgorithmus (1)
- Konsensprotokoll (1)
- Konsensprotokolle (1)
- Konsistenzrestauration (1)
- Konstruktion von Wissensbasen (1)
- Konstruktion von Wissensgraphen (1)
- Korpusexploration (1)
- Korrektheit (1)
- Kraft (1)
- Kreativität (1)
- Kryptografie (1)
- Kultur (1)
- Kunstanalyse (1)
- LC-MS (1)
- Laserscanning (1)
- Laserschneiden (1)
- Lastverteilung (1)
- Laufzeitanalyse (1)
- Laufzeitmodelle (1)
- Law (1)
- Learning Analytics (1)
- Learning Factory (1)
- Lebendigkeit (1)
- Lecture Recording (1)
- Leistungsmodelle von virtuellen Maschinen (1)
- Level-of-detail visualization (1)
- LiDAR (1)
- Lightning Network (1)
- Link layer security (1)
- Literature review (1)
- Live-Migration (1)
- Live-Programmierung (1)
- Lively Kernel (1)
- Load modeling (1)
- Lock-Time-Parameter (1)
- Log data (1)
- Lossy networks (1)
- Low-processing capable devices (1)
- Lösungsraum (1)
- MERLOT (1)
- MOOC Remote Lab (1)
- MQTT (1)
- MS (1)
- Machine-Learning (1)
- Machinelles Lernen (1)
- Manufacturing (1)
- Maschinen (1)
- Maschinenlernen (1)
- Massive Open Online Courses (1)
- Measurement (1)
- Medien Bias (1)
- Mediumzugriffskontrolle (1)
- Meltdown (1)
- Memory Dumping (1)
- Mensch Computer Interaktion (1)
- Mensch-Maschine Interaktion (1)
- Merkmalsauswahl (1)
- Messung (1)
- Meta-Selbstanpassung (1)
- Metacrate (1)
- Metamaterialien (1)
- Metamaterials (1)
- Micro-grid networks (1)
- Micropayment-Kanäle (1)
- Microservices Security (1)
- Microsoft Azur (1)
- Mindset (1)
- Minimal hitting set (1)
- Minimum spanning tree (1)
- Missing values (1)
- Mixed Reality (1)
- Mobile Learning (1)
- Mobile Mapping (1)
- Mobile applications (1)
- Mobile devices (1)
- Mobile-Mapping (1)
- Mobiles (1)
- Model checking (1)
- Model extraction (1)
- Modelle mit mehreren Versionen (1)
- Modellreparatur (1)
- Monitoring (1)
- Motion Mapping (1)
- Moving Target Defense (1)
- Multi-objective optimization (1)
- Multidisciplinary Teams (1)
- Multiview classification (1)
- Multiziel (1)
- NASDAQ (1)
- NETCONF (1)
- NLP (1)
- NP-hardness (1)
- Nachrichten (1)
- NameID (1)
- Namecoin (1)
- Named-Entity-Erkennung (1)
- Nash equilibrium (1)
- Natural Language Processing (1)
- Natural language analysis (1)
- Navigational logics (1)
- Nephrology (1)
- Network Science (1)
- Network analysis (1)
- Network creation games (1)
- Netzoptimierung (1)
- Netzwerkprotokolle (1)
- Netzwerksicherheit (1)
- Neural Networks (1)
- Neural networks (1)
- New Public Governance (1)
- Non-photorealistic Rendering (1)
- Non-photorealistic rendering (1)
- Nutzer-Engagement (1)
- Nutzerinteraktion (1)
- Objects (1)
- Objekte (1)
- Off-Chain-Transaktionen (1)
- Offline-Enabled (1)
- Onename (1)
- Online Learning Environments (1)
- Online survey (1)
- Online-Gerichte (1)
- Online-Lernen (1)
- Online-Persönlichkeit (1)
- Ontology (1)
- OpenBazaar (1)
- Opinion mining (1)
- Optimal control (1)
- Optimierung (1)
- Oracles (1)
- Ordinances (1)
- Organisationsstudien (1)
- Orphan Block (1)
- P2P (1)
- PRISM model checker (1)
- PTCTL (1)
- PTM (1)
- Parallel independence (1)
- Parallel processing (1)
- Pareto-Verteilung (1)
- Parking search (1)
- Patents (1)
- Patient (1)
- Patientenermündigung (1)
- Pattern (1)
- Pattern Recognition (1)
- Peer assessment (1)
- Peer-feedback (1)
- Peer-to-Peer Netz (1)
- Peercoin (1)
- Performanz (1)
- Personality Prediction (1)
- PhD thesis (1)
- PoB (1)
- PoS (1)
- PoW (1)
- Point Clouds (1)
- Politik (1)
- Polystore (1)
- Popular matching (1)
- Posenabschätzung (1)
- Power auctioning (1)
- Power consumption characterization (1)
- Power demand (1)
- Predictive Modeling (1)
- Predictive models (1)
- Pricing (1)
- Primary biliary cholangitis (1)
- Primary key (1)
- Primary sclerosing cholangitis (1)
- Prior Knowledge (1)
- Privacy (1)
- Privatsphäre (1)
- Probabilistic timed automata (1)
- Problem Solving (1)
- Problemlösung (1)
- Process (1)
- Process Enactment (1)
- Process Execution (1)
- Process architecture (1)
- Process discovery (1)
- Process landscape (1)
- Process map (1)
- Process mining (1)
- Process model (1)
- Process-related data (1)
- Profilerstellung für Daten (1)
- Programmieren (1)
- Programmiererlebnis (1)
- Programmierung (1)
- Programmierwerkzeuge (1)
- Programming course (1)
- Project-based learning (1)
- Proof-of-Burn (1)
- Proof-of-Stake (1)
- Proof-of-Work (1)
- Proteom (1)
- Proteomics (1)
- Prototyping (1)
- Prozess (1)
- Prozessausführung (1)
- Prozessmodelle (1)
- Prozessmodellierung (1)
- Prädiktive Modellierung (1)
- Psychological Emotions (1)
- Psychotherapie (1)
- Punktwolken (1)
- Quanten-Computing (1)
- Query optimization (1)
- Query-Optimierung (1)
- REST-Interaktionen (1)
- RESTful choreographies (1)
- RESTful interactions (1)
- RL (1)
- RNAseq (1)
- Random process (1)
- Real Estate 4.0 (1)
- Real Walking (1)
- Real-time rendering (1)
- Recht (1)
- Reconfigurable architecture (1)
- Recurrent generative (1)
- Recursion (1)
- Recycling investments (1)
- Refactoring (1)
- Regressionstests (1)
- Rekursion (1)
- Relational model transformation (1)
- Requisit (1)
- Resource Allocation (1)
- Resource Management (1)
- Resource constrained smart micro-grids (1)
- Response strategies (1)
- Reverse Engineering (1)
- Ripple (1)
- Roadmap (1)
- Ruby (1)
- Runtime-monitoring (1)
- SAFE (1)
- SCP (1)
- SET effects (1)
- SHA (1)
- SPV (1)
- SWIRL (1)
- Satz von Chernoff-Hoeffding (1)
- Savanne (1)
- Scalability (1)
- Schema discovery (1)
- Schema-Entdeckung (1)
- Schlafentzugsangriffe (1)
- School (1)
- Schriftartgestaltung (1)
- Schriftrendering (1)
- Schwachstelle (1)
- Schwierigkeitsgrad (1)
- Scrollytelling (1)
- Secondary Education (1)
- Security analytics (1)
- Selbst-Adaptive Software (1)
- Self-Regulated Learning (1)
- Semantic Enrichment (1)
- Semantic Web (1)
- Semantic enrichment (1)
- Semantische Anreicherung (1)
- Sensor Analytics (1)
- Sensor networks (1)
- Sensor-Analytik (1)
- Sequenzeigenschaften (1)
- Serialisierung (1)
- Service-Oriented Architecture (1)
- Service-Oriented Systems (1)
- Service-Orientierte Systeme (1)
- Service-oriented (1)
- Serviceorientierte Architektur (SOA) (1)
- Servicification (1)
- Siamesische Neuronale Netzwerke (1)
- Sicherheitsanalyse (1)
- Simplified Payment Verification (1)
- Simulation (1)
- Situationsbewusstsein (1)
- Skalierbarkeit (1)
- Skalierbarkeit der Blockchain (1)
- Skriptsprachen (1)
- Slock.it (1)
- Smart Contracts (1)
- Smart Home Education (1)
- Smart cities (1)
- Social (1)
- Social Bots erkennen (1)
- Soft Fork (1)
- Software (1)
- Software engineering (1)
- Software-Evolution (1)
- Software/Hardware Co-Design (1)
- Softwareanalytik (1)
- Softwarevisualisierung (1)
- Solution Space (1)
- Source Code Readability (1)
- Soziale Medien (1)
- Spatial data handling systems (1)
- Spatio-Temporal Data (1)
- Spatio-temporal data analysis (1)
- Spatio-temporal visualization (1)
- Specification (1)
- Spectre (1)
- Spezifikation von gezeiteten Graph Transformationen (1)
- Spieltheorie (1)
- Sprachlernen im Limes (1)
- Squeak/Smalltalk (1)
- Stable marriage (1)
- Stable matching (1)
- StackOverflow (1)
- Standard (1)
- Standardisierung (1)
- Stapelverarbeitung (1)
- Static analysis (1)
- Statistical process mining (1)
- Steemit (1)
- Stellar Consensus Protocol (1)
- Stochastic differential games (1)
- Storj (1)
- Storytelling (1)
- Strategic cognition (1)
- Style transfer (1)
- Subject-oriented learning (1)
- Suchtberatung und -therapie (1)
- Supervised Learning (1)
- Supervised deep neural (1)
- Survey (1)
- System design (1)
- Systemmedizin (1)
- Systems Medicine (1)
- TCGA (1)
- Taxonomy (1)
- Team Assessment (1)
- Team based assignment (1)
- Team-based Learning (1)
- Teamarbeit (1)
- Technology mapping (1)
- Teile und Herrsche (1)
- Telemedizin (1)
- Temporallogik (1)
- Testergebnisse (1)
- Testpriorisierungs (1)
- Text mining (1)
- Texterkennung (1)
- Textklassifikation (1)
- The Bitfury Group (1)
- The DAO (1)
- Theorie (1)
- Theory (1)
- Threat Models (1)
- Tiefes Lernen (1)
- Time series analysis (1)
- Time series data (1)
- Timed Automata (1)
- Tools (1)
- Topic modeling (1)
- Tragfähigkeit (1)
- Trajectory Data Management (1)
- Trajectory visualization (1)
- Trajektorien (1)
- Transaktion (1)
- Transferlernen (1)
- Transversal hypergraph (1)
- Transversal-Hypergraph (1)
- Tree maintenance (1)
- Tripel-Graph-Grammatiken (1)
- Triple graph grammars (1)
- Two-Way-Peg (1)
- U-Förmiges Lernen (1)
- U-Shaped-Learning (1)
- Ubiquitous (1)
- Ubiquitous business process (1)
- Unbiasedness (1)
- Unified logging system (1)
- Unique column combination (1)
- Unspent Transaction Output (1)
- Unternehmensdateien synchronisieren und teilen (1)
- User Experience (1)
- Utility-Funktionen (1)
- V2X (1)
- VUCA-World (1)
- Validation (1)
- Verarbeitung natürlicher Sprache (1)
- Verbundwerte (1)
- Verhaltensforschung (1)
- Verhaltensänderung (1)
- Verifikation induktiver Invarianten (1)
- Verlässlichkeit (1)
- Verteilte Systeme (1)
- Vertrauen (1)
- Verträge (1)
- Veränderungsanalyse (1)
- Video annotations (1)
- Virtual Laboratory (1)
- Virtual Machine (1)
- Virtual Machines (1)
- Virtual Reality (1)
- Virtuelle Maschinen (1)
- Virtuelles Labor (1)
- Visual Analytics (1)
- Visual analytics (1)
- Visualisierungskonzept-Exploration (1)
- Visualization (1)
- Vorhersage (1)
- Vorhersagemodelle (1)
- Vorhersagemodellierung (1)
- Vulnerability analysis (1)
- WALA (1)
- W[3]-Completeness (1)
- Walking (1)
- Water Science and Technology (1)
- Watson IoT (1)
- Wearable (1)
- Web-basiertes Rendering (1)
- Werkzeugbau (1)
- Wicked Problems (1)
- Wireless sensor networks (1)
- Wissensbasis (1)
- Wissensgraph (1)
- Wissensgraphen (1)
- Wissensgraphen Verfeinerung (1)
- Wissensmanagement (1)
- Wissenstransfer (1)
- Wissensvalidierung (1)
- Wolke (1)
- Word embedding (1)
- Wüstenbildung (1)
- XIC extraction (1)
- YANG (1)
- Zielvorgabe (1)
- Zookos Dreieck (1)
- Zookos triangle (1)
- Zufallsgraphen (1)
- Zugriffskontrolle (1)
- Zustandsverwaltung (1)
- accelerator architectures (1)
- accuracy (1)
- action problems (1)
- active layers (1)
- active touch (1)
- acyclic preferences (1)
- addiction care (1)
- address normalization (1)
- adoption (1)
- advanced persistent threat (1)
- advanced threats (1)
- adversarial network (1)
- agil (1)
- agile (1)
- algorithms (1)
- allocation problem (1)
- altchain (1)
- alternative chain (1)
- analog-to-digital conversion (1)
- analysis (1)
- application conditions (1)
- approximate counting (1)
- apt (1)
- architectural adaptation (1)
- architecture-based software adaptation (1)
- architekturbasierte Softwareanpassung (1)
- archive analysis (1)
- art analysis (1)
- artistic image stylization (1)
- aspect-oriented programming (1)
- asset management (1)
- atomic swap (1)
- attribute assurance (1)
- auction (1)
- automation (1)
- autonomous (1)
- availability (1)
- average-case analysis (1)
- bachelor project (1)
- batch activity (1)
- batch processing (1)
- behavior psychotherapy (1)
- behavioral sciences (1)
- behaviourally correct learning (1)
- benchmark (1)
- benchmarking (1)
- benutzergenerierte Inhalte (1)
- bestärkendes Lernen (1)
- bidirectional payment channels (1)
- bildbasierte Repräsentation (1)
- bildbasiertes Rendering (1)
- bioinformatics (1)
- bioinformatics tool (1)
- biologisches Vorwissen (1)
- biomarker detection (1)
- bitcoins (1)
- blockchain consortium (1)
- blockchain-übergreifend (1)
- blocks (1)
- blumix platform (1)
- bounded backward model checking (1)
- brand personality (1)
- breast-cancer (1)
- business process (1)
- business process architectures (1)
- business process choreographies (1)
- business process managament (1)
- categories (1)
- causal AI (1)
- causal reasoning (1)
- causality (1)
- chain (1)
- change detection (1)
- clinical exome (1)
- cliquy tree (1)
- cloud monitoring (1)
- code generation (1)
- cognitive patterns (1)
- cognitive science (1)
- collaboration (1)
- collaborative learning (1)
- collective intelligence (1)
- combinational logic (1)
- communication (1)
- comparison (1)
- complex event processing (1)
- complex networks (1)
- compositional analysis (1)
- computational design (1)
- computational hardness (1)
- computational mass spectrometry (1)
- computational models (1)
- computational photography (1)
- computer graphics (1)
- computer science (1)
- computer science education (1)
- computer-aided design (1)
- computergestützte Gestaltung (1)
- computervermittelte Therapie (1)
- computing (1)
- confirmation period (1)
- confluence (1)
- conformance checking (1)
- connectivity (1)
- consensus algorithm (1)
- consensus protocol (1)
- consensus protocols (1)
- consistency restoration (1)
- consistent learning (1)
- constrained optimization (1)
- content gamification (1)
- contest period (1)
- context (1)
- context groups (1)
- contextual-variability modeling (1)
- continuous integration (1)
- contracts (1)
- convolutional neural networks (1)
- corpus exploration (1)
- courts of justice (1)
- crochet (1)
- cross-chain (1)
- cross-platform (1)
- cultural heritage (1)
- culture (1)
- cumulative culture (1)
- curex (1)
- cyber-physikalische Systeme (1)
- cybersecurity (1)
- data (1)
- data analytics (1)
- data cleaning (1)
- data dependencies (1)
- data management (1)
- data matching (1)
- data mining (1)
- data models (1)
- data privacy (1)
- data processing (1)
- data science (1)
- data set (1)
- data synthesis (1)
- data transfer (1)
- data visualisation (1)
- data visualization (1)
- data wrangling (1)
- data-driven (1)
- database optimization (1)
- database replication (1)
- datengetrieben (1)
- de-anonymisation (1)
- debugging (1)
- decentral identities (1)
- decentralized applications (1)
- decentralized autonomous organization (1)
- decision making (1)
- decision management (1)
- decision mining (1)
- decision models (1)
- decision soundness (1)
- decision-aware process models (1)
- decoupling cells (1)
- decubitus (1)
- deep Gaussian processes (1)
- deep kernel learning (1)
- degree-of-interest techniques (1)
- demand learning (1)
- demografische Informationen (1)
- demographic information (1)
- denial of sleep (1)
- dependability (1)
- dependency (1)
- desertification (1)
- design (1)
- design behaviour (1)
- design cognition (1)
- design research (1)
- developing countries (1)
- development artifacts (1)
- dezentrale Identitäten (1)
- dezentrale autonome Organisation (1)
- die arabische Welt (1)
- difficulty (1)
- difficulty target (1)
- digital enlightenment (1)
- digital fabrication (1)
- digital learning (1)
- digital learning platform (1)
- digital picture archive (1)
- digital sovereignty (1)
- digital transformation (1)
- digital whiteboard (1)
- digitale Aufklärung (1)
- digitale Bildung (1)
- digitale Fabrikation (1)
- digitale Lernplattform (1)
- digitale Souveränität (1)
- digitales Bildarchiv (1)
- digitales Lernen (1)
- digitales Whiteboard (1)
- digitalisation (1)
- digitalización (1)
- dimensionality reduction (1)
- direct manipulation (1)
- discovery (1)
- discrete-event model (1)
- diseño (1)
- diskretes Ereignismodell (1)
- distributed computation (1)
- distributed performance monitoring (1)
- divide-and-conquer (1)
- doctor-patient relationship (1)
- document analysis (1)
- domain-specific knowledge graphs (1)
- domain-specific modeling (1)
- domänenspezifisches Wissensgraphen (1)
- doppelter Hashwert (1)
- double hashing (1)
- drahtloses Netzwerk (1)
- drift theory (1)
- dsps (1)
- dynamic AOP (1)
- dynamic causal modeling (1)
- dynamic service adaptation (1)
- dynamic systems (1)
- dynamics (1)
- dynamische Systeme (1)
- e-Commerce (1)
- e-commerce (1)
- eLearning (1)
- edge-weighted networks (1)
- education (1)
- electrical muscle stimulation (1)
- elektrische Muskelstimulation (1)
- embeddings (1)
- emergence (1)
- emotion measurement (1)
- endpoint security (1)
- enforceability (1)
- entity-component-system (1)
- entscheidungsbewusste Prozessmodelle (1)
- enumeration algorithms (1)
- erzeugende gegnerische Netzwerke (1)
- espbench (1)
- estimation-of-distribution algorithms (1)
- estudios de organización (1)
- event normalization (1)
- event subscription (1)
- evolutionary computation (1)
- exact algorithms (1)
- expectation maximisation algorithm (1)
- experience (1)
- exploration (1)
- exploratives Programmieren (1)
- exploratory programming (1)
- extend (1)
- extension problems (1)
- eye-tracking (1)
- facial mimicry (1)
- fault tolerance (1)
- feature selection (1)
- federated voting (1)
- field study (1)
- file structure (1)
- font engineering (1)
- font rendering (1)
- force (1)
- forest number (1)
- formal testing (1)
- fortschrittliche Angriffe (1)
- functional dependency (1)
- funktionale Abhängigkeit (1)
- game dynamics (1)
- game theory (1)
- gameful learning (1)
- ganzzahlige lineare Optimierung (1)
- gefaltete neuronale Netze (1)
- gemischte Daten (1)
- gene (1)
- gene expression (1)
- gene selection (1)
- generalized discrimination networks (1)
- generative adversarial networks (1)
- genomics (1)
- geographical distribution (1)
- geschichtsbewusste Laufzeit-Modelle (1)
- getypte Attributierte Graphen (1)
- gigantische Netzwerke (1)
- global model management (1)
- globales Modellmanagement (1)
- grammars (1)
- graph (1)
- graph analysis (1)
- graph conditions (1)
- graph constraints (1)
- graph inference (1)
- graph mining (1)
- graph neural networks (1)
- graph repair (1)
- graph theory (1)
- graph transformations (1)
- graph-transformations (1)
- graphical query language (1)
- graphische neuronale Netze (1)
- group-based behavior adaptation (1)
- haptic feedback (1)
- haptisches Feedback (1)
- hardware (1)
- hashrate (1)
- healthcare (1)
- hepatitis (1)
- heuristics (1)
- hierarchical data (1)
- hierarchische Daten (1)
- higher education (1)
- history-aware runtime models (1)
- hitting sets (1)
- human computer interaction (1)
- human-centered (1)
- human-centered design (1)
- human-computer interaction (1)
- human-scale (1)
- hybrid (1)
- hybrid systems (1)
- hyperbolic geometry (1)
- hyperbolic random graphs (1)
- hyperbolische Geometrie (1)
- hyperbolische Zufallsgraphen (1)
- identity (1)
- image abstraction (1)
- image stylization (1)
- image-based rendering (1)
- image-based representation (1)
- imbalanced learning (1)
- immediacy (1)
- implementation (1)
- implied methods (1)
- in-memory (1)
- in-memory technology (1)
- inclusion dependency (1)
- incremental graph query evaluation (1)
- independency tree (1)
- inductive invariant checking (1)
- industry (1)
- industry 4.0 (1)
- information extraction (1)
- inkrementelle Ausführung von Graphanfragen (1)
- innovación (1)
- insula (1)
- integer linear programming (1)
- integrated development environments (1)
- integrierte Entwicklungsumgebungen (1)
- intelligente Verträge (1)
- inter-chain (1)
- interactive visualization (1)
- interaktive Medien (1)
- interaktive Visualisierung (1)
- interdisziplinäre Teams (1)
- internet of things (1)
- internet topology (1)
- interpreters (1)
- interval probabilistic timed systems (1)
- interval probabilistische zeitgesteuerte Systeme (1)
- interval timed automata (1)
- intervention (1)
- intransitivity (1)
- intuitive Benutzeroberflächen (1)
- intuitive interfaces (1)
- invention (1)
- invention mechanism (1)
- inventory management (1)
- juridical recording (1)
- k-Induktion (1)
- k-induction (1)
- k-inductive invariant (1)
- k-inductive invariant checking (1)
- k-induktive Invariante (1)
- k-induktive Invariantenprüfung (1)
- kausale KI (1)
- kausale Schlussfolgerung (1)
- key establishment (1)
- key management (1)
- key revocation (1)
- knowledge base (1)
- knowledge base construction (1)
- knowledge graph (1)
- knowledge graph construction (1)
- knowledge graph refinement (1)
- knowledge graphs (1)
- knowledge transfer (1)
- knowledge validation (1)
- kollaboratives Arbeiten (1)
- kollaboratives Lernen (1)
- komplexe Ereignisverarbeitung (1)
- kompositionale Analyse (1)
- konsistentes Lernen (1)
- kontinuierliche Integration (1)
- kulturelles Erbe (1)
- label-free quantification (1)
- language learning in the limit (1)
- large scale mechanism (1)
- large-scale mechanism (1)
- laser cutting (1)
- laserscanning (1)
- law (1)
- learner engagement (1)
- learning (1)
- learning factories (1)
- learning platform (1)
- learning styles (1)
- lebenslanges Lernen (1)
- lebenszentriert (1)
- ledger assets (1)
- left recursion (1)
- level-replacement systems (1)
- life-centered (1)
- lifelong learning (1)
- linear programming (1)
- link layer security (1)
- literature review (1)
- live migration (1)
- live programming (1)
- lively groups (1)
- liveness (1)
- load balancing (1)
- load-bearing (1)
- logic rules (1)
- logische Regeln (1)
- low-duty-cycling (1)
- machine (1)
- machines (1)
- male infertility (1)
- management (1)
- manufacturing (1)
- maps (1)
- maschinelle Verarbeitung natürlicher Sprache (1)
- massive networks (1)
- massive open online courses (1)
- matching dependencies (1)
- measurement (1)
- media (1)
- media bias (1)
- medical image analysis (1)
- medium access control (1)
- medizinische Bildanalyse (1)
- medizinische Dokumentation (1)
- mehrsprachige Ausführungsumgebungen (1)
- mehrstufiger Angriff (1)
- menschenzentriert (1)
- menschenzentriertes Design (1)
- mental models (1)
- merged mining (1)
- merkle root (1)
- meta self-adaptation (1)
- metaanalysis (1)
- metabolomics (1)
- metacognition (1)
- metacrate (1)
- metadata detection (1)
- metamaterials (1)
- metanome (1)
- methods (1)
- metric temporal graph logic (1)
- metric temporal logic (1)
- metric termporal graph logic (1)
- metrisch temporale Graph Logic (1)
- metrische Temporallogik (1)
- microcredential (1)
- micropayment (1)
- micropayment channels (1)
- microstructures (1)
- miner (1)
- mining (1)
- mining hardware (1)
- minting (1)
- mixed data (1)
- model (1)
- model repair (1)
- model-driven software engineering (1)
- modellgesteuerte Entwicklung (1)
- modellgetriebene Entwicklung (1)
- modellgetriebene Softwaretechnik (1)
- modification stoichiometry (1)
- motion and force (1)
- mpmUCC (1)
- multi-objective (1)
- multi-step attack (1)
- multi-version models (1)
- multidisziplinäre Teams (1)
- multimodal wireless sensor network (1)
- mutations (1)
- named entity mining (1)
- narrative (1)
- natürliche Sprachverarbeitung (1)
- network optimization (1)
- network protocols (1)
- network security (1)
- networks (1)
- news (1)
- nicht-parametrische bedingte Unabhängigkeitstests (1)
- nicht-uniforme Verteilung (1)
- non-parametric conditional independence testing (1)
- non-uniform distribution (1)
- nonce (1)
- note-taking (1)
- novelty detection (1)
- null results (1)
- nutzergenerierte Inhalte (1)
- object-oriented languages (1)
- object-oriented programming (1)
- objektorientiertes Programmieren (1)
- off-chain transaction (1)
- oligopoly competition (1)
- omics (1)
- oneM2M (1)
- online courts (1)
- online learning (1)
- online personality (1)
- open innovation (1)
- operating systems (1)
- optical character recognition (1)
- optimization (1)
- order dependencies (1)
- organization studies (1)
- oxytocin (1)
- packrat parsing (1)
- parallel and sequential independence (1)
- parallel processing (1)
- parallele Verarbeitung (1)
- parallele und Sequentielle Unabhängigkeit (1)
- parietal operculum (1)
- parsing expression grammars (1)
- partial order resolution (1)
- partial replication (1)
- partielle Replikation (1)
- partition functions (1)
- patent (1)
- patent analysis (1)
- patient empowerment (1)
- peer evaluation (1)
- peer feedback (1)
- peer review (1)
- peer-to-peer network (1)
- pegged sidechains (1)
- performance (1)
- performance models of virtual machines (1)
- persistent memory (1)
- persistenter Speicher (1)
- personality prediction (1)
- phosphoproteomics (1)
- pmem (1)
- point-based rendering (1)
- politics (1)
- polyglot execution environments (1)
- polyglot programming (1)
- polyglottes Programmieren (1)
- polynomials (1)
- polystore (1)
- pose estimation (1)
- poset (1)
- post-translational modification (1)
- power law (1)
- predicated generic functions (1)
- predicted spectra (1)
- prediction (1)
- prediction models (1)
- price of anarchy (1)
- prior knowledge (1)
- privacy (1)
- probabilistic machine learning (1)
- probabilistic routing (1)
- probabilistisches maschinelles Lernen (1)
- process execution (1)
- process modeling (1)
- process models (1)
- production networks (1)
- programmierbare Materie (1)
- programming experience (1)
- programming tools (1)
- programs (1)
- progressive rendering (1)
- progressives Rendering (1)
- project based learning (1)
- props (1)
- proteomics graph networks (1)
- prototyping (1)
- pseudo-Boolean optimization (1)
- pseudoboolesche Optimierung (1)
- psychotherapy (1)
- qualitative model (1)
- qualitatives Modell (1)
- quantification (1)
- quantum computing (1)
- quasi-identifier discovery (1)
- quorum slices (1)
- radiation hardening (1)
- railways (1)
- rainbow connection (1)
- random graphs (1)
- random k-SAT (1)
- reactive object queries (1)
- real-time (1)
- rechnerunterstütztes Konstruieren (1)
- recommendations (1)
- reconfigurable systems (1)
- record linkage (1)
- regression testing (1)
- rekeying (1)
- reliability (1)
- remote sensing (1)
- reported out-come measures (1)
- reverse engineering (1)
- reward (1)
- risk (1)
- rootstock (1)
- run time analysis (1)
- runtime models (1)
- runtime monitoring (1)
- räumliche Geodaten (1)
- satisfiability threshold (1)
- savanna (1)
- scalability (1)
- scalability of blockchain (1)
- scalable (1)
- scarce tokens (1)
- schwach überwachtes maschinelles Lernen (1)
- scripting languages (1)
- scrollytelling (1)
- secure multi-execution (1)
- selbst-souveräne Identitäten (1)
- selbstanpassende Systeme (1)
- selbstbestimmte Identitäten (1)
- selbstheilende Systeme (1)
- self-adaptive software (1)
- self-adaptive systems (1)
- self-driving (1)
- self-government (1)
- self-healing (1)
- semantic classification (1)
- semantic representations (1)
- semantische Klassifizierung (1)
- semantische Repräsentationen (1)
- sequence properties (1)
- serialization (1)
- serverseitiges 3D-Rendering (1)
- serverside 3D rendering (1)
- service-oriented architecture (SOA) (1)
- service-oriented architectures (1)
- serviceorientierte Architekturen (1)
- siamese neural networks (1)
- sidechain (1)
- situational awareness (1)
- skalierbar (1)
- small talk (1)
- smalltalk (1)
- soccer analytics (1)
- social bot detection (1)
- social interaction (1)
- social media analysis (1)
- social modulation (1)
- social networking (1)
- software analytics (1)
- software evolution (1)
- software visualization (1)
- software/hardware co-design (1)
- somatosensation (1)
- soundness (1)
- sozialen Medien (1)
- soziales Netzwerk (1)
- spatial aggregation (1)
- specification of timed graph transformations (1)
- spectrum clustering (1)
- squeak (1)
- stable matching (1)
- standard (1)
- standardization (1)
- stark verhaltenskorrekt sperrend (1)
- state management (1)
- state space modelling (1)
- static source-code analysis (1)
- statische Quellcodeanalyse (1)
- stochastic process (1)
- storytelling (1)
- stream processing (1)
- strongly behaviourally correct locking (1)
- strongly stable matching (1)
- style transfer (1)
- super stable matching (1)
- susceptibility (1)
- symbolic analysis (1)
- symbolic graphs (1)
- symbolische Analyse (1)
- symbolische Graphen (1)
- synchronization (1)
- tabellarische Dateien (1)
- tabular data (1)
- task realization strategies (1)
- taxonomy (1)
- teamwork (1)
- technology (1)
- telemedicine (1)
- telework (1)
- temporal graph queries (1)
- temporal logic (1)
- temporale Graphanfragen (1)
- test case prioritization (1)
- test results (1)
- text classification (1)
- the Arab world (1)
- theory (1)
- threat detection (1)
- tiefe Gauß-Prozesse (1)
- timed automata (1)
- timed graph (1)
- tissue-awareness (1)
- tool building (1)
- tools (1)
- toxic comment classification (1)
- trajectories (1)
- transaction (1)
- transcriptomics (1)
- transfer learning (1)
- transformation (1)
- transversal hypergraph (1)
- tribunales de justicia (1)
- tribunales en línea (1)
- triple graph grammars (1)
- trust (1)
- typed attributed symbolic graphs (1)
- typisierte attributierte Graphen (1)
- uBPMN (1)
- ubiquitous business process model and notation (uBPMN) (1)
- ubiquitous business process modeling (1)
- ubiquitous computing (ubicomp) (1)
- ubiquitous decision-aware business process (1)
- ubiquitous decisions (1)
- unbalancierter Datensatz (1)
- uncertainty (1)
- unique column combination (1)
- univariat (1)
- univariate (1)
- unsupervised (1)
- upper bound (1)
- user engagement (1)
- user interaction (1)
- user research framework (1)
- user-centered design (1)
- utility functions (1)
- variants, (1)
- variational inference (1)
- variationelle Inferenz (1)
- verhaltenskorrektes Lernen (1)
- verifiable credentials (1)
- verschachtelte Anwendungsbedingungen (1)
- verschachtelte Graphbedingungen (1)
- verstärkendes Lernen (1)
- verteilte Berechnung (1)
- verteilte Leistungsüberwachung (1)
- verzwickte Probleme (1)
- virtual (1)
- virtual machines (1)
- virtual reality (1)
- virtuell (1)
- virtuelle Maschinen (1)
- visual analytics (1)
- visual language (1)
- visualization concept exploration (1)
- visuelle Sprache (1)
- vocational training (1)
- vulnerability (1)
- wake-up radio (1)
- weak supervision (1)
- weakly (1)
- wearables (1)
- web-based development (1)
- web-based development environment (1)
- web-basierte Entwicklungsumgebung (1)
- webbasierte Entwicklung (1)
- wireless networks (1)
- zero-day (1)
- zufälliges k-SAT (1)
- Überwachtes Lernen (1)
- überprüfbare Nachweise (1)
Institute
- Hasso-Plattner-Institut für Digital Engineering GmbH (399) (remove)
Knowledge about causal structures is crucial for decision support in various domains. For example, in discrete manufacturing, identifying the root causes of failures and quality deviations that interrupt the highly automated production process requires causal structural knowledge. However, in practice, root cause analysis is usually built upon individual expert knowledge about associative relationships. But, "correlation does not imply causation", and misinterpreting associations often leads to incorrect conclusions. Recent developments in methods for causal discovery from observational data have opened the opportunity for a data-driven examination. Despite its potential for data-driven decision support, omnipresent challenges impede causal discovery in real-world scenarios. In this thesis, we make a threefold contribution to improving causal discovery in practice.
(1) The growing interest in causal discovery has led to a broad spectrum of methods with specific assumptions on the data and various implementations. Hence, application in practice requires careful consideration of existing methods, which becomes laborious when dealing with various parameters, assumptions, and implementations in different programming languages. Additionally, evaluation is challenging due to the lack of ground truth in practice and limited benchmark data that reflect real-world data characteristics.
To address these issues, we present a platform-independent modular pipeline for causal discovery and a ground truth framework for synthetic data generation that provides comprehensive evaluation opportunities, e.g., to examine the accuracy of causal discovery methods in case of inappropriate assumptions.
(2) Applying constraint-based methods for causal discovery requires selecting a conditional independence (CI) test, which is particularly challenging in mixed discrete-continuous data omnipresent in many real-world scenarios. In this context, inappropriate assumptions on the data or the commonly applied discretization of continuous variables reduce the accuracy of CI decisions, leading to incorrect causal structures.
Therefore, we contribute a non-parametric CI test leveraging k-nearest neighbors methods and prove its statistical validity and power in mixed discrete-continuous data, as well as the asymptotic consistency when used in constraint-based causal discovery. An extensive evaluation of synthetic and real-world data shows that the proposed CI test outperforms state-of-the-art approaches in the accuracy of CI testing and causal discovery, particularly in settings with low sample sizes.
(3) To show the applicability and opportunities of causal discovery in practice, we examine our contributions in real-world discrete manufacturing use cases. For example, we showcase how causal structural knowledge helps to understand unforeseen production downtimes or adds decision support in case of failures and quality deviations in automotive body shop assembly lines.
The question if a given partial solution to a problem can be extended reasonably occurs in many algorithmic approaches for optimization problems.
For instance, when enumerating minimal vertex covers of a graph G = (V, E), one usually arrives at the problem to decide for a vertex set U subset of V (pre-solution), if there exists a minimal vertex cover S (i.e., a vertex cover S subset of V such that no proper subset of S is a vertex cover) with U subset of S (minimal extension of U).
We propose a general, partial-order based formulation of such extension problems which allows to model parameterization and approximation aspects of extension, and also highlights relationships between extension tasks for different specific problems.
As examples, we study a number of specific problems which can be expressed and related in this framework. In particular, we discuss extension variants of the problems dominating set and feedback vertex/edge set.
All these problems are shown to be NP-complete even when restricted to bipartite graphs of bounded degree, with the exception of our extension version of feedback edge set on undirected graphs which is shown to be solvable in polynomial time.
For the extension variants of dominating and feedback vertex set, we also show NP-completeness for the restriction to planar graphs of bounded degree.
As non-graph problem, we also study an extension version of the bin packing problem. We further consider the parameterized complexity of all these extension variants, where the parameter is a measure of the pre-solution as defined by our framework.
Law smells
(2022)
Building on the computer science concept of code smells, we initiate the study of law smells, i.e., patterns in legal texts that pose threats to the comprehensibility and maintainability of the law. With five intuitive law smells as running examples-namely, duplicated phrase, long element, large reference tree, ambiguous syntax, and natural language obsession-, we develop a comprehensive law smell taxonomy. This taxonomy classifies law smells by when they can be detected, which aspects of law they relate to, and how they can be discovered. We introduce text-based and graph-based methods to identify instances of law smells, confirming their utility in practice using the United States Code as a test case. Our work demonstrates how ideas from software engineering can be leveraged to assess and improve the quality of legal code, thus drawing attention to an understudied area in the intersection of law and computer science and highlighting the potential of computational legal drafting.
We study the classical, two-sided stable marriage problem under pairwise preferences. In the most general setting, agents are allowed to express their preferences as comparisons of any two of their edges, and they also have the right to declare a draw or even withdraw from such a comparison. This freedom is then gradually restricted as we specify six stages of orderedness in the preferences, ending with the classical case of strictly ordered lists. We study all cases occurring when combining the three known notions of stability-weak, strong, and super-stability-under the assumption that each side of the bipartite market obtains one of the six degrees of orderedness. By designing three polynomial algorithms and two NP-completeness proofs, we determine the complexity of all cases not yet known and thus give an exact boundary in terms of preference structure between tractable and intractable cases.
Our input is a complete graph G on n vertices where each vertex has a strict ranking of all other vertices in G. The goal is to construct a matching in G that is popular. A matching M is popular if M does not lose a head-to-head election against any matching M ': here each vertex casts a vote for the matching in {M,M '} in which it gets a better assignment. Popular matchings need not exist in the given instance G and the popular matching problem is to decide whether one exists or not. The popular matching problem in G is easy to solve for odd n. Surprisingly, the problem becomes NP-complete for even n, as we show here. This is one of the few graph theoretic problems efficiently solvable when n has one parity and NP-complete when n has the other parity.
Human observer net
(2022)
Background:
Current software applications for human observer studies of images lack flexibility in study design, platform independence, multicenter use, and assessment methods and are not open source, limiting accessibility and expandability.
Purpose:
To develop a user-friendly software platform that enables efficient human observer studies in medical imaging with flexibility of study design.
Materials and Methods:
Software for human observer imaging studies was designed as an open-source web application to facilitate access, platform-independent usability, and multicenter studies. Different interfaces for study creation, participation, and management of results were implemented. The software was evaluated in human observer experiments between May 2019 and March 2021, in which duration of observer responses was tracked. Fourteen radiologists evaluated and graded software usability using the 100-point system usability scale. The application was tested in Chrome, Firefox, Safari, and Edge browsers.
Results:
Software function was designed to allow visual grading analysis (VGA), multiple-alternative forced-choice (m-AFC), receiver operating characteristic (ROC), localization ROC, free-response ROC, and customized designs. The mean duration of reader responses per image or per image set was 6.2 seconds 6 4.8 (standard deviation), 5.8 seconds 6 4.7, 8.7 seconds 6 5.7, and 6.0 seconds 6 4.5 in four-AFC with 160 image quartets per reader, four-AFC with 640 image quartets per reader, localization ROC, and experimental studies, respectively. The mean system usability scale score was 83 6 11 (out of 100). The documented code and a demonstration of the application are available online (https://github.com/genskeu/HON, https://hondemo.pythonanywhere.com/).
Conclusion:
A user-friendly and efficient open-source application was developed for human reader experiments that enables study design versatility, as well as platform-independent and multicenter usability.
Local laws on urban policy, i.e., ordinances directly affect our daily life in various ways (health, business etc.), yet in practice, for many citizens they remain impervious and complex. This article focuses on an approach to make urban policy more accessible and comprehensible to the general public and to government officials, while also addressing pertinent social media postings. Due to the intricacies of the natural language, ranging from complex legalese in ordinances to informal lingo in tweets, it is practical to harness human judgment here. To this end, we mine ordinances and tweets via reasoning based on commonsense knowledge so as to better account for pragmatics and semantics in the text. Ours is pioneering work in ordinance mining, and thus there is no prior labeled training data available for learning. This gap is filled by commonsense knowledge, a prudent choice in situations involving a lack of adequate training data. The ordinance mining can be beneficial to the public in fathoming policies and to officials in assessing policy effectiveness based on public reactions. This work contributes to smart governance, leveraging transparency in governing processes via public involvement. We focus significantly on ordinances contributing to smart cities, hence an important goal is to assess how well an urban region heads towards a smart city as per its policies mapping with smart city characteristics, and the corresponding public satisfaction.
VLDB 2021
(2021)
The 47th International Conference on Very Large Databases (VLDB'21) was held on August 16-20, 2021 as a hybrid conference. It attracted 180 in-person attendees in Copenhagen and 840 remote attendees. In this paper, we describe our key decisions as general chairs and program committee chairs and share the lessons we learned.
About 15 years ago, the first Massive Open Online Courses (MOOCs) appeared and revolutionized online education with more interactive and engaging course designs. Yet, keeping learners motivated and ensuring high satisfaction is one of the challenges today's course designers face. Therefore, many MOOC providers employed gamification elements that only boost extrinsic motivation briefly and are limited to platform support. In this article, we introduce and evaluate a gameful learning design we used in several iterations on computer science education courses. For each of the courses on the fundamentals of the Java programming language, we developed a self-contained, continuous story that accompanies learners through their learning journey and helps visualize key concepts. Furthermore, we share our approach to creating the surrounding story in our MOOCs and provide a guideline for educators to develop their own stories. Our data and the long-term evaluation spanning over four Java courses between 2017 and 2021 indicates the openness of learners toward storified programming courses in general and highlights those elements that had the highest impact. While only a few learners did not like the story at all, most learners consumed the additional story elements we provided. However, learners' interest in influencing the story through majority voting was negligible and did not show a considerable positive impact, so we continued with a fixed story instead. We did not find evidence that learners just participated in the narrative because they worked on all materials. Instead, for 10-16% of learners, the story was their main course motivation. We also investigated differences in the presentation format and concluded that several longer audio-book style videos were most preferred by learners in comparison to animated videos or different textual formats. Surprisingly, the availability of a coherent story embedding examples and providing a context for the practical programming exercises also led to a slightly higher ranking in the perceived quality of the learning material (by 4%). With our research in the context of storified MOOCs, we advance gameful learning designs, foster learner engagement and satisfaction in online courses, and help educators ease knowledge transfer for their learners.