Hasso-Plattner-Institut für Digital Engineering gGmbH
Refine
Year of publication
Document Type
- Article (191)
- Monograph/Edited Volume (122)
- Doctoral Thesis (46)
- Other (31)
- Conference Proceeding (12)
- Preprint (4)
- Postprint (2)
- Part of a Book (1)
- Review (1)
Language
- English (368)
- German (40)
- Multiple languages (2)
Keywords
- Cloud Computing (9)
- cloud computing (8)
- Hasso-Plattner-Institut (7)
- Datenintegration (6)
- Forschungskolleg (6)
- Hasso Plattner Institute (6)
- Klausurtagung (6)
- Modellierung (6)
- Service-oriented Systems Engineering (6)
- Forschungsprojekte (5)
- Future SOC Lab (5)
- In-Memory Technologie (5)
- Multicore Architekturen (5)
- data profiling (5)
- machine learning (5)
- BPMN (4)
- COVID-19 (4)
- Geschäftsprozessmanagement (4)
- Model-Driven Engineering (4)
- Privacy (4)
- Research School (4)
- Verifikation (4)
- Virtualisierung (4)
- Visualization (4)
- business process management (4)
- data integration (4)
- design thinking (4)
- graph transformation (4)
- middleware (4)
- performance (4)
- process mining (4)
- verification (4)
- virtual machines (4)
- 3D point clouds (3)
- Betriebssysteme (3)
- Computer Networks (3)
- Computernetzwerke (3)
- Data Integration (3)
- Datenschutz (3)
- Design Thinking (3)
- E-Learning (3)
- Graphtransformationen (3)
- IPv4 (3)
- IPv6 (3)
- Identitätsmanagement (3)
- Infrastructure (3)
- Infrastruktur (3)
- Internet Protocol (3)
- Lively Kernel (3)
- MOOCs (3)
- Model Synchronisation (3)
- Model Transformation (3)
- Modeling (3)
- Network Politics (3)
- Netzpolitik (3)
- Online-Lernen (3)
- Onlinekurs (3)
- Ph.D. Retreat (3)
- Ph.D. retreat (3)
- Process Mining (3)
- Prozessmodellierung (3)
- SQL (3)
- Security (3)
- Tele-Lab (3)
- Tele-Teaching (3)
- Tripel-Graph-Grammatik (3)
- Virtuelle Maschinen (3)
- Visualisierung (3)
- cartographic design (3)
- cloud (3)
- conference (3)
- digital health (3)
- duplicate detection (3)
- heuristics (3)
- identity management (3)
- incremental graph pattern matching (3)
- model transformation (3)
- multicore architectures (3)
- openHPI (3)
- operating systems (3)
- prediction (3)
- privacy (3)
- programming (3)
- research projects (3)
- run time analysis (3)
- security (3)
- self-healing (3)
- service-oriented systems engineering (3)
- similarity measures (3)
- tele-TASK (3)
- theory (3)
- virtualization (3)
- visualization (3)
- 3D city models (2)
- 3D geovisualization (2)
- AUTOSAR (2)
- Abstraktion (2)
- Algorithmen (2)
- Algorithms (2)
- Aspektorientierte Softwareentwicklung (2)
- Assoziationsregeln (2)
- Asynchrone Schaltung (2)
- BIM (2)
- BPM (2)
- Bayesian networks (2)
- Big Data (2)
- Bitcoin (2)
- Blockchain (2)
- CSC (2)
- CSCW (2)
- Case management (2)
- Classification (2)
- Cloud (2)
- Cloud-Sicherheit (2)
- Cloud-Speicher (2)
- Competition (2)
- Compliance checking (2)
- Cyber-Physical Systems (2)
- Data Profiling (2)
- Data integration (2)
- Data profiling (2)
- Design (2)
- Discrimination Networks (2)
- EHR (2)
- Event processing (2)
- Evolution (2)
- Formale Verifikation (2)
- Functional dependencies (2)
- Graphtransformationssysteme (2)
- HCI (2)
- Hauptspeicherdatenbank (2)
- In-Memory technology (2)
- Informationsextraktion (2)
- Internet (2)
- Internet Service Provider (2)
- Internet of Things (2)
- Java (2)
- JavaScript (2)
- Kollaborationen (2)
- Konferenz (2)
- Laufzeitmodelle (2)
- Link-Entdeckung (2)
- Machine (2)
- Machine learning (2)
- Megamodell (2)
- Metadata Discovery (2)
- Middleware (2)
- Model Synchronization (2)
- Modell (2)
- Nested graph conditions (2)
- Online Course (2)
- Online-Learning (2)
- Performance (2)
- Point-based rendering (2)
- Process Modeling (2)
- Process modeling (2)
- RDF (2)
- Ressourcenoptimierung (2)
- Runtime analysis (2)
- SPARQL (2)
- STG decomposition (2)
- STG-Dekomposition (2)
- Service-Orientierte Architekturen (2)
- Sicherheit (2)
- Smalltalk (2)
- Structuring (2)
- Studie (2)
- SysML (2)
- Systemsoftware (2)
- Virtualization (2)
- abstraction (2)
- adaptive Systeme (2)
- adaptive systems (2)
- analysis (2)
- authentication (2)
- batch processing (2)
- big data services (2)
- clinical (2)
- cloud security (2)
- collaboration (2)
- complexity (2)
- confidentiality (2)
- contracts (2)
- data (2)
- data matching (2)
- data quality (2)
- data wrangling (2)
- databases (2)
- debugging (2)
- dependency discovery (2)
- design (2)
- dialysis (2)
- digital identity (2)
- discrimination networks (2)
- distributed systems (2)
- dynamic (2)
- dynamic programming (2)
- e-learning (2)
- electronic health record (2)
- entity resolution (2)
- evaluation (2)
- fabrication (2)
- feedback loops (2)
- functional dependency (2)
- genetic programming (2)
- graph constraints (2)
- image-based representation (2)
- in-memory technology (2)
- law (2)
- missing data (2)
- model (2)
- model-driven engineering (2)
- modeling (2)
- modellgetriebene Entwicklung (2)
- multi-core (2)
- nested application conditions (2)
- nested graph conditions (2)
- non-photorealistic rendering (2)
- real-time rendering (2)
- real-time systems (2)
- record linkage (2)
- requirements engineering (2)
- research school (2)
- risk aversion (2)
- scalability (2)
- schema discovery (2)
- self-sovereign identity (2)
- service-oriented architecture (2)
- service-oriented systems (2)
- simulation (2)
- software engineering (2)
- software reference architecture (2)
- spatial data infrastructure (2)
- standardization (2)
- stochastic Petri nets (2)
- stochastische Petri Netze (2)
- systems of systems (2)
- systems software (2)
- testing (2)
- tools (2)
- virtual 3D city models (2)
- virtuelle 3D-Stadtmodelle (2)
- virtuelle Maschinen (2)
- "Big Data"-Dienste (1)
- 2.5D Treemaps (1)
- 3D (1)
- 3D Computer Grafik (1)
- 3D Computer Graphics (1)
- 3D Drucken (1)
- 3D Point Clouds (1)
- 3D Point clouds (1)
- 3D Semiotik (1)
- 3D Visualisierung (1)
- 3D geovirtual environments (1)
- 3D information visualization (1)
- 3D printing (1)
- 3D semiotic model (1)
- 3D semiotics (1)
- 3D visualization (1)
- ACINQ (1)
- AKI (1)
- APX-hardness (1)
- ASIC (1)
- Aaron Wildavsky (1)
- Abhängigkeiten (1)
- Abstraktion von Geschäftsprozessmodellen (1)
- Accounting (1)
- Actor (1)
- Actor model (1)
- Address matching (1)
- Analyse (1)
- Anfragepaare (1)
- Anfragesprache (1)
- Angriffe (1)
- Anisotroper Kuwahara Filter (1)
- Anomalien (1)
- Anomaly detection (1)
- Anti-patterns (1)
- Anwendungsvirtualisierung (1)
- Application (1)
- Approximation algorithms (1)
- Apriori (1)
- Architektur (1)
- Artificial neural networks (1)
- Aspect-oriented Programming (1)
- Association Rule Mining (1)
- Association rule mining (1)
- Asynchronous circuit (1)
- Attention span (1)
- Attribut-Merge-Prozess (1)
- Attribute Merge Process (1)
- Attribute aggregation (1)
- Attributed graph transformation (1)
- Attributed graphs (1)
- Ausführung von Modellen (1)
- Ausführungsgeschichte (1)
- Australian securities exchange (1)
- Authentication (1)
- Authentifizierung (1)
- B2B process integration (1)
- BCCC (1)
- BPMN-Q (1)
- BTC (1)
- Basic Storage Anbieter (1)
- Batchprozesse (1)
- Batchverarbeitung (1)
- Bayes'sche Netze (1)
- Bayessche Netze (1)
- Bedingte Inklusionsabhängigkeiten (1)
- Behavior (1)
- Behavior equivalence (1)
- Behavioral querying (1)
- Behaviour Analysis (1)
- Behavioural Abstraction (1)
- Behavioural analysis (1)
- Benchmarking (1)
- Berührungseingaben (1)
- Beschränkungen und Abhängigkeiten (1)
- Biclustering (1)
- Bidirectional order dependencies (1)
- Bildverarbeitung (1)
- Billing (1)
- Biomedicine (1)
- Biometrie (1)
- Bisimulation (1)
- BitShares (1)
- Bitcoin Core (1)
- Blockchain Auth (1)
- Blockchain-Konsortium R3 (1)
- Blockchains (1)
- Blockheizkraftwerke (1)
- Blockkette (1)
- Blockstack (1)
- Blockstack ID (1)
- Bluetooth (1)
- Blumix-Plattform (1)
- Blöcke (1)
- Body sensor networks (1)
- Building Information Models (1)
- Business Process Modeling Notation (1)
- Business Process Models (1)
- Business process diagram (1)
- Business process management (1)
- Business process model (1)
- Business process modeling (1)
- Business processes (1)
- Byzantine Agreement (1)
- CCS Concepts (1)
- CEP (1)
- Cake cutting (1)
- Carrera Digital D132 (1)
- Causal Behavioural Profiles (1)
- Causality (1)
- Change Data Capture (1)
- Change Management (1)
- Change propagation (1)
- Charging (1)
- Choreographies (1)
- Chronic heart failure (1)
- CityGML (1)
- Climate change (1)
- Close-Up (1)
- Cloud Datenzentren (1)
- Cloud Native Applications (1)
- Cloud Storage Broker (1)
- Cloud access control and resource management (1)
- Cloud computing (1)
- Cloud-Security (1)
- CoExist (1)
- Coccinelle (1)
- Colored Coins (1)
- Communication systems (1)
- Commute pattern (1)
- Commute process (1)
- Complexity theory (1)
- Compliance (1)
- Compliance measurement (1)
- Composition (1)
- Computational modeling (1)
- Computational photography (1)
- Computer (1)
- Computer crime (1)
- Computergrafik (1)
- Concurrency (1)
- Conditional Inclusion Dependency (1)
- Conformance Überprüfung (1)
- Consistency (1)
- Consistency perception (1)
- Constraints (1)
- Context-oriented Programming (1)
- Context-oriented programming (1)
- ContextJS (1)
- Contracts (1)
- Controller-Resynthese (1)
- Convolution (1)
- Coordinated and Multiple Views (1)
- CorMID (1)
- Correlation (1)
- Critical pairs (1)
- Crowd-Resourcing (1)
- Cryptography (1)
- Cultural theory (1)
- Currencies (1)
- Cyber-Physical-Systeme (1)
- Cyber-physical-systems (1)
- DAO (1)
- DPoS (1)
- Data (1)
- Data Dependency (1)
- Data Mining (1)
- Data Modeling (1)
- Data Quality (1)
- Data Warehouse (1)
- Data dependencies (1)
- Data exchange (1)
- Data mining (1)
- Data modeling (1)
- Data models (1)
- Data-centric (1)
- Database Cost Model (1)
- Databases (1)
- Daten (1)
- Datenabhängigkeiten (1)
- Datenabhängigkeiten-Entdeckung (1)
- Datenanalyse (1)
- Datenbank (1)
- Datenbank-Kostenmodell (1)
- Datenbanken (1)
- Datenextraktion (1)
- Datenflusskorrektheit (1)
- Datenkorrektheit (1)
- Datenmodellierung (1)
- Datenobjekte (1)
- Datenqualität (1)
- Datenreinigung (1)
- Datensicht (1)
- Datenvertraulichkeit (1)
- Datenzustände (1)
- Deadline-Verbreitung (1)
- Deep learning (1)
- Delegated Proof-of-Stake (1)
- Delphi study (1)
- Delta preservation (1)
- Dependency discovery (1)
- Design Management (1)
- Design Thinking Diskurse (1)
- Detail plus Overview (1)
- Deurema Modellierungssprache (1)
- Differential Privacy (1)
- Differenz von Gauss Filtern (1)
- Digitale Whiteboards (1)
- Disambiguierung (1)
- Distributed (1)
- Distributed 3D geovisualization (1)
- Distributed Proof-of-Research (1)
- Distributed computing (1)
- Distributed debugging (1)
- Distributed programming (1)
- DoS (1)
- Duplicate Detection (1)
- Duplikaterkennung (1)
- Duration prediction (1)
- Dynamic Data (1)
- Dynamic Data Structures (1)
- Dynamic Pricing (1)
- Dynamic Type System (1)
- Dynamic adaptation (1)
- Dynamic analysis (1)
- Dynamic pricing (1)
- Dynamic pricing and advertising (1)
- Dynamische Typ Systeme (1)
- E-Wallet (1)
- E-commerce (1)
- ECDSA (1)
- EPA (1)
- Echtzeit (1)
- Echtzeitsysteme (1)
- Ecosystems (1)
- Effizienz (1)
- Eingabegenauigkeit (1)
- Eingebettete Systeme (1)
- Electrocardiography (1)
- Electronic prescription (1)
- Elektronische Patientenakte (1)
- Energieeffizienz (1)
- Energiesparen (1)
- Energy-aware (1)
- Enterprise Search (1)
- Entity resolution (1)
- Entwicklungswerkzeuge (1)
- Entwurfsmuster für SOA-Sicherheit (1)
- Ereignisabstraktion (1)
- Ereignisse (1)
- Erfahrungsbericht (1)
- Erfüllbarkeitsanalyse (1)
- Eris (1)
- Erkennen von Meta-Daten (1)
- Estimation-of-distribution algorithm (1)
- Ether (1)
- Ethereum (1)
- Event normalization (1)
- Events (1)
- Evolution in MDE (1)
- Evolutionary algorithms (1)
- Evolutionary computation (1)
- Exception handling (1)
- Exclusiveness (1)
- Experimentation (1)
- Extract-Transform-Load (ETL) (1)
- Eye-tracking (1)
- FIDO (1)
- FMC-QE (1)
- FRP (1)
- Facial mimicry (1)
- Fallstudie (1)
- Feature extraction (1)
- Feature selection (1)
- Federated Byzantine Agreement (1)
- Federated learning (1)
- Feedback Loop Modellierung (1)
- Feedback Loops (1)
- Feedback heuristics (1)
- Fehlende Daten (1)
- Fehlerbeseitigung (1)
- Fehlerinjektion (1)
- Fehlersuche (1)
- Fehlertoleranz (1)
- Finite horizon (1)
- First hitting time (1)
- Fitness level method (1)
- Fitness-distance correlation (1)
- Flexible Resource Manager (1)
- Flexible processes; (1)
- Flussgesteuerter Bilateraler Filter (1)
- Focus+Context Visualization (1)
- Fokus-&-Kontext Visualisierung (1)
- FollowMyVote (1)
- Foreign Keys (1)
- Foreign Keys Discovery (1)
- Fork (1)
- Formal Methods (1)
- Functional Lenses (1)
- GPU (1)
- GPU-based Real-time Rendering (1)
- Gamification (1)
- Gator Netzwerk (1)
- Gator networks (1)
- Gebäudemodelle (1)
- Geländemodelle (1)
- Gender Inequality (1)
- Gene expression (1)
- General Earth and Planetary Sciences (1)
- Generalisierung (1)
- Geodaten (1)
- Geography, Planning and Development (1)
- Geometry Draping (1)
- Geovisualization (1)
- Geschäftsanwendungen (1)
- Geschäftsprozesse (1)
- Geschäftsprozessmodelle (1)
- Gesetze (1)
- Grammatikalische Inferenz (1)
- Graph databases (1)
- Graph homomorphisms (1)
- Graph queries (1)
- Graph repair (1)
- Graph rewriting (1)
- Graph transformation (1)
- Graph-Constraints (1)
- Graph-basierte Suche (1)
- Graph-basiertes Ranking (1)
- Graphbedingungen (1)
- Graphdatenbanken (1)
- Graphtransformation (1)
- Gridcoin (1)
- Gruppierung von Prozessinstanzen (1)
- HENSHIN (1)
- HITS (1)
- HMM (1)
- HPI Forschung (1)
- HPI research (1)
- Haptics (1)
- Hard Fork (1)
- Hashed Timelock Contracts (1)
- Hasso-Plattner-Institute (1)
- Hauptspeicher Technologie (1)
- Herodotos (1)
- HiGHmed (1)
- Hidden Markov models (1)
- History of pattern occurrences (1)
- Homomorphe Verschlüsselung (1)
- Hospitalisation (1)
- Human behaviour (1)
- IDS (1)
- IDS management (1)
- IFC (1)
- IMD (1)
- IMU (1)
- IOPS (1)
- IT-Infrastruktur (1)
- IT-Security (1)
- IT-Sicherheit (1)
- IT-infrastructure (1)
- Identity Management (1)
- Identity management systems (1)
- Identität (1)
- Image (1)
- Image filtering (1)
- Image-based rendering (1)
- In-Memory Database (1)
- In-Memory Datenbank (1)
- In-Memory-Datenbank (1)
- In-memory (1)
- Inclusion Dependency (1)
- Inclusion Dependency Discovery (1)
- Inclusion dependencies (1)
- Incremental Discovery (1)
- Incrementally Inclusion Dependencies Discovery (1)
- Index (1)
- Index Structures (1)
- Indexstrukturen (1)
- Individuen (1)
- Indoor Models (1)
- Industries (1)
- Industry 4.0 (1)
- Industry Foundation Classes (1)
- Infinite State (1)
- Information Extraction (1)
- Information Systems (1)
- Information Visualization (1)
- Informationssysteme (1)
- Informationsvorhaltung (1)
- Initial conflicts (1)
- Inklusionsabhängigkeit (1)
- Inklusionsabhängigkeiten (1)
- Inklusionsabhängigkeiten Entdeckung (1)
- Inkrementelle Graphmustersuche (1)
- Innovation (1)
- Innovationsmanagement (1)
- Innovationsmethode (1)
- Integrity Verification (1)
- Interaction (1)
- Interaction modeling (1)
- Interactive Rendering (1)
- Interactive Visualization (1)
- Interaktionsmodel (1)
- Interaktives Rendering (1)
- Internet applications (1)
- Internet der Dinge (1)
- Internetanwendungen (1)
- Interviews (1)
- Introspection (1)
- Intrusion detection (1)
- Invariant-Checking (1)
- Invarianten (1)
- Invariants (1)
- Inventory holding costs (1)
- Inventory systems (1)
- IoT (1)
- JCop (1)
- JIT compilers (1)
- Japanese Blockchain Consortium (1)
- Japanisches Blockchain-Konsortium (1)
- Kartografisches Design (1)
- Kette (1)
- Knowledge bases (1)
- Knowledge-intensive processes (1)
- Komplexität (1)
- Komplexitätsbewältigung (1)
- Komposition (1)
- Konsensalgorithmus (1)
- Konsensprotokoll (1)
- Kontext (1)
- LEGO Mindstorms EV3 (1)
- LIDAR (1)
- LOD (1)
- LSTM (1)
- Label analysis (1)
- Lakes (1)
- Landmarken (1)
- Languages (1)
- Languages Model-driven engineering (1)
- Laser Cutten (1)
- Laser cutting (1)
- Laufzeitanalyse (1)
- Laufzeitverhalten (1)
- Leadership (1)
- Learning (1)
- Learning behavior (1)
- Least privilege principle (1)
- Lecture video recording (1)
- Leistungsfähigkeit (1)
- Leistungsvorhersage (1)
- Level of abstraction (1)
- Licenses (1)
- Lightning Network (1)
- Link Discovery (1)
- Linked Data (1)
- Linked Open Data (1)
- Live forensics (1)
- Live-Programmierung (1)
- Location-based services (1)
- Lock-Time-Parameter (1)
- Log conformance (1)
- Logiksynthese (1)
- M-adhesive categories (1)
- M-adhesive transformation systems (1)
- MDE Ansatz (1)
- MDE settings (1)
- MOOC (1)
- Management (1)
- Markov decision process (1)
- Markov decision process; (1)
- Markov model (1)
- Marktübersicht (1)
- Mary Douglas (1)
- Massive Open Online Courses (1)
- Matroids (1)
- Measurement (1)
- Megamodel (1)
- Megamodels (1)
- Mehr-Faktor-Authentifizierung (1)
- Mehrfamilienhäuser (1)
- Mehrkernsysteme (1)
- Memory management (1)
- Metadaten Entdeckung (1)
- Metadatenentdeckung (1)
- Metadatenqualität (1)
- Metamaterials (1)
- Micropayment-Kanäle (1)
- Microsoft Azur (1)
- Mind2 (1)
- Mixed workload (1)
- Mobile Application Development (1)
- Mobile device (1)
- Mobile sensing (1)
- Mobilgeräte (1)
- Model Consistency (1)
- Model Execution (1)
- Model Management (1)
- Model equivalence (1)
- Model generation (1)
- Model refinement (1)
- Model repair (1)
- Model synchronisation (1)
- Model transformation (1)
- Model verification (1)
- Model-driven (1)
- Model-driven SOA Security (1)
- Modeling Languages (1)
- Modell Management (1)
- Modell-driven Security (1)
- Modell-getriebene SOA-Sicherheit (1)
- Modell-getriebene Sicherheit (1)
- Modell-getriebene Softwareentwicklung (1)
- Modellerzeugung (1)
- Modellgetrieben (1)
- Modellgetriebene Entwicklung (1)
- Modellgetriebene Softwareentwicklung (1)
- Modellierungssprachen (1)
- Modellkonsistenz (1)
- Modelltransformation (1)
- Modelltransformationen (1)
- Models at Runtime (1)
- Modular decomposition (1)
- Monitoring language (1)
- Morphic (1)
- Multi-Instanzen (1)
- Multi-objective optimization (1)
- Multi-perspective Views (1)
- Multicore architectures (1)
- Multimedia retrieval (1)
- Multiscale modeling (1)
- Muster (1)
- Musterabgleich (1)
- Mustererkennung (1)
- Mutation operators (1)
- N-of-1 trial (1)
- NASDAQ (1)
- NP-completeness (1)
- NameID (1)
- Namecoin (1)
- Natural language (1)
- Natural language processing (1)
- Nebenläufigkeit (1)
- Nested Graph Conditions (1)
- Network graph (1)
- Network monitoring (1)
- Network topology (1)
- Netzneutralität (1)
- Neural Networks (1)
- Newspeak (1)
- Nicht-photorealistisches Rendering (1)
- Nichtfotorealistische Bildsynthese (1)
- Nigeria (1)
- Nutzungsinteresse (1)
- O (1)
- OAuth (1)
- OLTP (1)
- Object Constraint Programming (1)
- Object Versioning (1)
- Object-Oriented Programming (1)
- Objekt-Constraint Programmierung (1)
- Objekt-Orientiertes Programmieren (1)
- Objekt-orientiertes Programmieren mit Constraints (1)
- Objektlebenszyklus-Synchronisation (1)
- Off-Chain-Transaktionen (1)
- Onename (1)
- Open implementations (1)
- OpenBazaar (1)
- OpenID Connect (1)
- Operational reporting (1)
- Optimal Control (1)
- Optimal stochastic and deterministic (1)
- Optimierungen (1)
- Optionality (1)
- Oracles (1)
- Order Relations (1)
- Order dependencies (1)
- Organisationsveränderung (1)
- Orphan Block (1)
- Out-of-core (1)
- Outlier detection (1)
- Overview plus Detail (1)
- P2P (1)
- PPMI (parkinson's progression markers initiative) (1)
- PRISM Modell-Checker (1)
- PRISM model checker (1)
- PTCTL (1)
- Parallel programming (1)
- Parallele Datenverarbeitung (1)
- Parallelization (1)
- Pattern Matching (1)
- Patterns (1)
- Peer-to-Peer Netz (1)
- Peercoin (1)
- Performance Prediction (1)
- Performance analysis (1)
- Personal fabrication (1)
- Petri net Mapping (1)
- Petri net mapping (1)
- Petri net unfolding (1)
- Petrinetz (1)
- Plugs (1)
- PoB (1)
- PoS (1)
- PoW (1)
- Prediction (1)
- Price Cycles (1)
- Price collusion (1)
- Privilege separation concept (1)
- Probabilistische Modelle (1)
- Process (1)
- Process Enactment (1)
- Process Modelling (1)
- Process Monitoring (1)
- Process choreographies (1)
- Process compliance (1)
- Process mining (1)
- Process model (1)
- Process model alignment (1)
- Process model consistency (1)
- Process model repositories (1)
- Process model search (1)
- Processing strategies (1)
- Prognosen (1)
- Programmierkonzepte (1)
- Programmierung (1)
- Programming (1)
- Programming Environments (1)
- Programming Languages (1)
- Proof-of-Burn (1)
- Proof-of-Stake (1)
- Proof-of-Work (1)
- Propagation von Aktivitätsinstanzzuständen (1)
- Property paths (1)
- Protocols (1)
- Prozess (1)
- Prozess- und Datenintegration (1)
- Prozessarchitektur (1)
- Prozessausführung (1)
- Prozessautomatisierung (1)
- Prozesse (1)
- Prozesserhebung (1)
- Prozessinstanz (1)
- Prozessmodellsuche (1)
- Prozessoren (1)
- Prozessverfeinerung (1)
- Präsentation (1)
- Python (1)
- QRS detection (1)
- Quality of service (1)
- Quantitative Analysen (1)
- Quantitative Modeling (1)
- Quantitative Modellierung (1)
- Query (1)
- Query execution (1)
- Query optimization (1)
- Question answering (1)
- Queuing Theory (1)
- R Shiny (1)
- R package (1)
- RT_PREEMT patch (1)
- RT_PREEMT-Patch (1)
- Racket (1)
- Random graphs (1)
- Reaction Time (1)
- Real-time Rendering (1)
- Realzeitsysteme (1)
- Record and refinement (1)
- Record and replay (1)
- Record linkage (1)
- Reinforcement learning (1)
- Relational data (1)
- Remote patient management (1)
- Research Projects (1)
- Resource description framework (1)
- Resource management (1)
- Response Strategies (1)
- Ressourcenmanagement (1)
- Rete Netzwerk (1)
- Rete networks (1)
- Ripple (1)
- Risk control (1)
- Robust optimization (1)
- Role-based access control (1)
- Root cause analysis (1)
- Run time analysis (1)
- Runtime Binding (1)
- Runtime WCET Analysis (1)
- S-indd++ (1)
- SAP HANA (1)
- SCED (1)
- SCP (1)
- SHA (1)
- SOA Security (1)
- SOA Security Pattern (1)
- SOA Sicherheit (1)
- SPV (1)
- Safety Critical Systems (1)
- Sammlungsdatentypen (1)
- Satisfiability (1)
- Scalability (1)
- Schema-Entdeckung (1)
- Schemaentdeckung (1)
- Schlüsselentdeckung (1)
- Schule (1)
- Schwierigkeitsgrad (1)
- Scientific Publication Indicators (1)
- Scope (1)
- Search Algorithms (1)
- Secure Digital Identities (1)
- Secure Enterprise SOA (1)
- Security Modelling (1)
- Security-as-a-Service (1)
- Self-Adaptive Software (1)
- Self-aware computing systems (1)
- Self-configuration (1)
- Semantics (1)
- Semantische Analyse (1)
- Sequential anomaly (1)
- Sequenzen von s/t-Pattern (1)
- Service Provider (1)
- Service composition (1)
- Service detection (1)
- Service orchestration (1)
- Service-Oriented (1)
- Service-Oriented Architecture (1)
- Service-oriented Architectures (1)
- Service-oriented computing (1)
- Service-orientierte Systeme (1)
- Service-orientierte Systme (1)
- Sexism (1)
- Sichere Digitale Identitäten (1)
- Sicherheitsmodellierung (1)
- Signal-to-noise ratio (1)
- Signalflankengraph (SFG oder STG) (1)
- Similarity Measures (1)
- Similarity Search (1)
- Simplified Payment Verification (1)
- Simulation (1)
- Single-Sign-On (1)
- Skalierbarkeit (1)
- Skalierbarkeit der Blockchain (1)
- Skript-Entwicklungsumgebungen (1)
- Slock.it (1)
- SoaML (1)
- Social environment (1)
- Soft Fork (1)
- Software (1)
- Software Engineering (1)
- Software-Testen (1)
- Softwareanalyse (1)
- Softwarearchitektur (1)
- Softwareentwicklung (1)
- Softwareentwicklungsprozesse (1)
- Softwareproduktlinien (1)
- Softwaretechnik (1)
- Softwaretest (1)
- Softwaretests (1)
- Softwarevisualisierung (1)
- Softwarewartung (1)
- Sozialen Medien (1)
- Spaltenlayout (1)
- Speicheroptimierungen (1)
- Sprachspezifikation (1)
- Squeak (1)
- Standards (1)
- Steemit (1)
- Stellar Consensus Protocol (1)
- Stilisierung (1)
- Stochastic Petri nets (1)
- Storj (1)
- Structural Decomposition (1)
- Structured modeling (1)
- Strukturierung (1)
- Submodular function (1)
- Submodular functions (1)
- Subset selection (1)
- Suchverfahren (1)
- Synchronisation (1)
- Synonyme (1)
- System architecture (1)
- System of Systems (1)
- Systeme von Systemen (1)
- Systems of Systems (1)
- TRIPOD (1)
- Tableau method (1)
- Tableaumethode (1)
- Task analysis (1)
- Telemonitoring (1)
- Temporal Logic (1)
- Temporal orientation (1)
- Temporallogik (1)
- Terrain Visualization (1)
- Test-getriebene Fehlernavigation (1)
- Testen (1)
- Texturen (1)
- Texturing (1)
- The Bitfury Group (1)
- The DAO (1)
- Theory (1)
- Three-dimensional displays (1)
- Threshold Cryptography (1)
- Time Augmented Petri Nets (1)
- Time series (1)
- Timed Automata (1)
- Tool survey (1)
- Trace inclusion (1)
- Traceability (1)
- Tracking (1)
- Transaktion (1)
- Transaktionen (1)
- Transformation (1)
- Transformation tool contest (1)
- Transformationsebene (1)
- Transformationssequenzen (1)
- Travis CI (1)
- Treemaps (1)
- Triple Graph Grammar (1)
- Triple Graph Grammars (1)
- Triple-Graph-Grammatiken (1)
- Trust Management (1)
- Two dimensional displays (1)
- Two-Way-Peg (1)
- Ubiquitous computing (1)
- Unbegrenzter Zustandsraum (1)
- Unified cloud model (1)
- Unique column combination (1)
- Unique column combinations (1)
- Unspent Transaction Output (1)
- Unveränderlichkeit (1)
- Usage Interest (1)
- VIL (1)
- Verbindungsnetzwerke (1)
- Verhalten (1)
- Verhaltensabstraktion (1)
- Verhaltensanalyse (1)
- Verhaltensbewahrung (1)
- Verhaltensverfeinerung (1)
- Verhaltensäquivalenz (1)
- Verification (1)
- Verletzung Auflösung (1)
- Verletzung Erklärung (1)
- Verlässlichkeit (1)
- Vernetzte Daten (1)
- Versionierung (1)
- Verteiltes Arbeiten (1)
- Verteilungsalgorithmen (1)
- Verteilungsalgorithmus (1)
- Verträge (1)
- Verwaltung von Rechenzentren (1)
- Verzögerungs-Verbreitung (1)
- Video OCR (1)
- Video classification (1)
- Video indexing (1)
- Videoanalyse (1)
- Videometadaten (1)
- View navigation (1)
- Violation Explanation (1)
- Violation Resolution (1)
- Virtual 3D city model (1)
- Virtual 3D scenes (1)
- Virtual Desktop Infrastructure (1)
- Virtual Machine (1)
- Virtual camera control (1)
- Virtual machines (1)
- Visual modeling (1)
- Vocabulary (1)
- Vorhersage (1)
- Vulnerability Assessment (1)
- W[3]-completeness (1)
- Warteschlangentheorie (1)
- Wartung von Graphdatenbanksichten (1)
- Water Science and Technology (1)
- Watson IoT (1)
- Web Sites (1)
- Web applications (1)
- Web browsers (1)
- Web navigational language (1)
- Web of Data (1)
- Web safeness (1)
- Web-Anwendungen (1)
- Web-based rendering (1)
- Webseite (1)
- Well-structuredness (1)
- Werkzeuge (1)
- Wikipedia (1)
- Wohlstrukturiertheit (1)
- Zeitbehaftete Petri Netze (1)
- Zielvorgabe (1)
- Zookos Dreieck (1)
- Zookos triangle (1)
- Zugriffskontrolle (1)
- abdominal imaging (1)
- abundance (1)
- access control (1)
- accessibility (1)
- accounting (1)
- action recognition (1)
- activity instance state propagation (1)
- activity recognition (1)
- acute renal failure (1)
- adaptation rules (1)
- address normalization (1)
- address parsing (1)
- adolescent (1)
- adoption (1)
- affective computing (1)
- affective interfaces (1)
- algorithm (EDA) (1)
- algorithmic (1)
- algorithms (1)
- altchain (1)
- alternative chain (1)
- anisotropic Kuwahara filter (1)
- anniversary (1)
- annotation (1)
- anomalies (1)
- app (1)
- application (1)
- application virtualization (1)
- approximation (1)
- apriori (1)
- architecture (1)
- architecture recovery (1)
- architecture-based adaptation (1)
- architectures (1)
- argumentation research (1)
- artificial intelligence (1)
- aspect adapter (1)
- aspect oriented programming (1)
- aspect-oriented (1)
- aspects (1)
- aspectualization (1)
- association rule mining (1)
- asynchronous circuit (1)
- atmospheric pressure chemical ionization (1)
- atomic swap (1)
- attack graph (1)
- attacks (1)
- attention mechanism (1)
- attribute assurance (1)
- ausführbare Semantiken (1)
- authentication protocol (1)
- back pain (1)
- back-in-time (1)
- basic cloud storage services (1)
- battery (1)
- battery-depletion attack (1)
- behavior preservation (1)
- behavioral abstraction (1)
- behavioral equivalenc (1)
- behavioral refinement (1)
- behavioral specification (1)
- behaviour compatibility (1)
- behaviour equivalence (1)
- behavioural models (1)
- benchmark testing (1)
- beschreibende Feldstudie (1)
- bibliometrics (1)
- bidirectional payment channels (1)
- bidirectional shortest path (1)
- big data (1)
- billing (1)
- biomarker detection (1)
- biomechanics (1)
- biometrics (1)
- bisimulation (1)
- bitcoin (1)
- bitcoins (1)
- blind (1)
- bloat control (1)
- blockchain (1)
- blockchain consortium (1)
- blockchain-übergreifend (1)
- blocks (1)
- blumix platform (1)
- bpm (1)
- bridge management systems (1)
- bug tracking (1)
- building information modeling (1)
- building models (1)
- business process architecture (1)
- business process model abstraction (1)
- business process modeling (1)
- business processes (1)
- cancer therapy (1)
- cartography-oriented visualization (1)
- case study (1)
- center dot Computing (1)
- chain (1)
- change blindness (1)
- change management (1)
- changeability (1)
- charging (1)
- child (1)
- chronic dialysis (1)
- cleansing (1)
- clinical nephrology (1)
- cloud datacenter (1)
- cloud storage (1)
- cluster resource management (1)
- clustering (1)
- co-location (1)
- cogeneration units (1)
- cognition (1)
- cognitive (1)
- coherence-enhancing filtering (1)
- cohort (1)
- collaborations (1)
- collaborative tagging (1)
- collection types (1)
- color palettes (1)
- communication network (1)
- complex emotions (1)
- complexity dichotomy (1)
- comprehension (1)
- computational design (1)
- computer graphics (1)
- computer science (1)
- computer vision (1)
- conceptualization (1)
- concurrency (1)
- concurrent graph rewriting (1)
- conditional functional dependencies (1)
- conditions (1)
- confirmation period (1)
- conflicts and dependencies in (1)
- conformance analysis (1)
- conformance checking (1)
- consensus algorithm (1)
- consensus protocol (1)
- consistency (1)
- contest period (1)
- context awareness (1)
- continuous integration (1)
- continuous testing (1)
- contract (1)
- control (1)
- control resynthesis (1)
- controlled experiment (1)
- coronavirus 2019 (1)
- corporate takeovers (1)
- cost-effectiveness (1)
- cost-utility analysis (1)
- creativity and innovation management (1)
- critical pairs (1)
- cross-chain (1)
- crosscutting wrappers (1)
- cryptocurrency exchanges (1)
- cscw (1)
- cyber (1)
- cyber humanistic (1)
- cyber threat intelligence (1)
- cyber-physical systems (1)
- damage detection (1)
- data center management (1)
- data analysis (1)
- data center management (1)
- data cleaning (1)
- data cleansing (1)
- data correctness checking (1)
- data driven approaches (1)
- data extraction (1)
- data flow correctness (1)
- data in business processes (1)
- data migration (1)
- data modeling (1)
- data objects (1)
- data pre-processing (1)
- data preparation (1)
- data security (1)
- data states (1)
- data transformation (1)
- data view (1)
- data-driven demand (1)
- database systems (1)
- database technology (1)
- datasets (1)
- deadline propagation (1)
- decentralized autonomous organization (1)
- deduplication (1)
- deep learning (1)
- delay propagation (1)
- denial-of-service attack (1)
- dental caries classification (1)
- dependability (1)
- dependable computing (1)
- dependencies (1)
- dependency (1)
- design management (1)
- design thinking discourse (1)
- deterministic properties (1)
- deterministic random walk (1)
- deurema modeling language (1)
- development tools (1)
- dezentrale autonome Organisation (1)
- diabetes (1)
- difference of Gaussians (1)
- differential (1)
- differential privacy (1)
- difficulty (1)
- difficulty target (1)
- diffusion (1)
- digital education (1)
- digital health app (1)
- digital interventions (1)
- digital startup (1)
- digital therapy (1)
- digital whiteboard (1)
- digitale Bildung (1)
- direct manipulation (1)
- direkte Manipulation (1)
- distributed computing (1)
- distributed data-parallel processing (1)
- distributed ledger technology (1)
- distribution algorithm (1)
- doppelter Hashwert (1)
- double hashing (1)
- dynamic typing (1)
- dynamic consolidation (1)
- dynamic pricing (1)
- dynamic programming languages (1)
- dynamic reconfiguration (1)
- dynamische Programmiersprachen (1)
- dynamische Sprachen (1)
- dynamische Umsortierung (1)
- e-Learning (1)
- e-lecture (1)
- eHealth (1)
- ePA (1)
- ecological momentary assessment (1)
- ecosystems (1)
- efficiency (1)
- efficient deep learning (1)
- eindeutig (1)
- eingebettete Systeme (1)
- electronic health records (1)
- electronic mail (1)
- embedded systems (1)
- embedded-systems (1)
- embedding (1)
- emotional (1)
- empathy (1)
- empirical studies (1)
- empirische Studien (1)
- end-stage kidney disease (1)
- endogenous (1)
- energy efficiency (1)
- energy savings (1)
- engine (1)
- engineering (1)
- enrichment calculation (1)
- enterprise search (1)
- entity alignment (1)
- enumeration complexity (1)
- epistasis (1)
- erfahrbare Medien (1)
- estimation-of-distribution (1)
- estimation-of-distribution algorithm (1)
- ethics (1)
- event abstraction (1)
- event log (1)
- events (1)
- evolution (1)
- evolution in MDE (1)
- exact exponential-time algorithms (1)
- executable semantics (1)
- experience report (1)
- experimental design (1)
- experiments (1)
- expertise (1)
- explainability (1)
- explainability-accuracy trade-off (1)
- explainable AI (1)
- exploratory programming (1)
- expression (1)
- external knowledge bases (1)
- factual (1)
- failure model (1)
- failure profile (1)
- failure profile model (1)
- fair division (1)
- fault injection (1)
- fault tolerance (1)
- feature extraction (1)
- feature selection (1)
- federated voting (1)
- feedback loop modeling (1)
- fehlende Daten (1)
- filtering (1)
- flow-based bilateral filter (1)
- flux (1)
- focus plus context visualization (1)
- folksonomy (1)
- force-feedback (1)
- forecasts (1)
- forensics (1)
- formal framework (1)
- formal verification (1)
- formal verification methods (1)
- formale Verifikation (1)
- formales Framework (1)
- formalism (1)
- fully concurrent bisimulation (1)
- functional dependencies (1)
- functional languages (1)
- functional lenses (1)
- functional programming (1)
- funktionale Abhängigkeit (1)
- funktionale Programmierung (1)
- future SOC lab (1)
- game theory (1)
- gaming (1)
- ganzheitlich (1)
- gene (1)
- gene selection (1)
- generalization (1)
- generative multi-discriminative networks (1)
- genetic algorithms (1)
- geocoding (1)
- geographic information systems (1)
- geospatial artificial intelligence (1)
- geospatial data (1)
- geospatial digital twins (1)
- gesture (1)
- grammar inference (1)
- grammar-based compression (1)
- graph clustering (1)
- graph databases (1)
- graph languages (1)
- graph pattern matching (1)
- graph queries (1)
- graph replacement categories (1)
- graph transformation systems (1)
- graph transformations (1)
- graph-based ranking (1)
- hashrate (1)
- health apps (1)
- health information privacy concern (1)
- health personnel (1)
- healthcare (1)
- heuristic algorithms (1)
- history (1)
- holistic (1)
- home-based studies (1)
- homomorphic encryption (1)
- hospital (1)
- human activity recognition (1)
- human computer interaction (1)
- human immunodeficiency virus (1)
- hybrid graph-transformation-systems (1)
- hybride Graph-Transformations-Systeme (1)
- hyperbolic geometry (1)
- identity (1)
- identity broker (1)
- image captioning (1)
- image processing (1)
- imbalanced learning (1)
- immutable values (1)
- implantable medical device (1)
- implants (1)
- in-memory database (1)
- inattentional blindness (1)
- inclusion (1)
- inclusion dependency (1)
- index (1)
- individuals (1)
- inductive invariant checking (1)
- induktives Invariant Checking (1)
- informatics (1)
- information extraction (1)
- information storage and (1)
- inkrementelle Graphmustersuche (1)
- inkrementelles Graph Pattern Matching (1)
- innovation (1)
- innovation capabilities (1)
- innovation management (1)
- input accuracy (1)
- intelligente Verträge (1)
- inter-chain (1)
- interaction (1)
- interactive editing (1)
- interactive simulation (1)
- interconnect (1)
- interface (1)
- interpretable machine learning (1)
- invariant checking (1)
- invasive aspects (1)
- job (1)
- k-Induktion (1)
- k-induction (1)
- k-inductive invariant checking (1)
- k-inductive invariants (1)
- k-induktive Invarianten (1)
- k-induktives Invariant-Checking (1)
- key discovery (1)
- knowledge building (1)
- knowledge discovery (1)
- knowledge management (1)
- kontinuierliche Integration (1)
- kontinuierliches Testen (1)
- kontrolliertes Experiment (1)
- künstliche Intelligenz (1)
- label-free (1)
- landmarks (1)
- language specification (1)
- languages (1)
- laser cutting (1)
- layered architecture (1)
- lazy transformation (1)
- leadership (1)
- lean startup approach (1)
- learning (1)
- ledger assets (1)
- link discovery (1)
- linked data (1)
- live programming (1)
- lively kernel (1)
- local confluence (1)
- location-based (1)
- logic (1)
- logic synthesis (1)
- low back pain (1)
- low-code development approaches (1)
- lower bound (1)
- mHealth (1)
- main memory computing (1)
- management (1)
- many-core (1)
- map reduce (1)
- map/reduce (1)
- market study (1)
- maschinelles Lernen (1)
- mass isotopologue distribution (1)
- matching dependencies (1)
- maximal structuring (1)
- mean-variance optimization (1)
- medical (1)
- medical identity theft (1)
- medical malpractice (1)
- mehrdimensionale Belangtrennung (1)
- memory optimization (1)
- memory-based clustering (1)
- memory-based correlation (1)
- memory-based databases (1)
- mental disorders (1)
- mental health (1)
- mental state classification (1)
- merged mining (1)
- merkle root (1)
- metadata discovery (1)
- metadata quality (1)
- methodologie (1)
- metric learning (1)
- micropayment (1)
- micropayment channels (1)
- miner (1)
- mining (1)
- mining hardware (1)
- minting (1)
- mixed-methods (1)
- mobile (1)
- mobile application (1)
- mobile devices (1)
- mobile health (1)
- mobile phone (1)
- model generation (1)
- model interpreter (1)
- model verification (1)
- model-based prototyping (1)
- model-driven (1)
- model-driven software engineering (1)
- modelgetriebene Entwicklung (1)
- modeling language (1)
- modellgetriebene Softwareentwicklung (1)
- modelling (1)
- models at runtime (1)
- modular counting (1)
- modularity (1)
- molecular tumor board (1)
- monitoring (1)
- morphic (1)
- mortality (1)
- motion analysis (1)
- motion capture (1)
- motivations (1)
- multi core data processing (1)
- multi factor authentication (1)
- multi-dimensional separation of concerns (1)
- multi-instances (1)
- multi-modality (1)
- multi-perspective visualization (1)
- multi-product pricing (1)
- multi-family residential buildings (1)
- multilevel systems (1)
- multimodal classification (1)
- multimodal representations (1)
- multimodal sensing (1)
- multiview classification (1)
- mutation (1)
- mutli-task learning (1)
- network creation games (1)
- networks (1)
- neural (1)
- nichtlineare Projektionen (1)
- non-repudiation (1)
- nonce (1)
- nonlinear projections (1)
- object life cycle synchronization (1)
- object-constraint programming (1)
- off-chain transaction (1)
- one-time password (1)
- online course (1)
- online-learning (1)
- optimizations (1)
- organizational change (1)
- organizations (1)
- orthopedic (1)
- orthopedic; (1)
- orts-basiert (1)
- ownership (1)
- pain management (1)
- panorama (1)
- parallel (1)
- parallel computing (1)
- paralleles Rechnen (1)
- parameterized complexity (1)
- parkinson's disease (1)
- parsimonious reduction (1)
- partial application conditions (1)
- partielle Anwendungsbedingungen (1)
- peer-to-peer network (1)
- pegged sidechains (1)
- periodic tasks (1)
- periodische Aufgaben (1)
- personal electronic health records (1)
- personal satisfaction (1)
- personalized medicine (1)
- petri net (1)
- phishing (1)
- physical activity assessment (1)
- point clouds (1)
- portability (1)
- power-law (1)
- prefetching (1)
- presentation (1)
- prevention (1)
- price of anarchy (1)
- pricing (1)
- prior knowledge (1)
- privacy preservation (1)
- probabilistic (1)
- probabilistic models (1)
- probabilistic timed automata (1)
- probabilistische zeitbehaftete Automaten (1)
- process (1)
- process and data integration (1)
- process automation (1)
- process elicitation (1)
- process instance (1)
- process instance grouping (1)
- process model search (1)
- process modeling (1)
- process modeling languages (1)
- process refinement (1)
- process scheduling (1)
- process-aware digital twin cockpit (1)
- process-awareness (1)
- processes (1)
- processing (1)
- processor hardware (1)
- profiling (1)
- program (1)
- program analysis (1)
- programming language (1)
- programs (1)
- proportional division (1)
- proteomics (1)
- protocols (1)
- prototypes (1)
- public cloud storage services (1)
- public health medicine (1)
- quantitative analysis (1)
- query matching (1)
- query optimisation (1)
- query rewriting (1)
- querying (1)
- quorum slices (1)
- random I (1)
- random forest (1)
- random graphs (1)
- ranking (1)
- rapid prototyping (1)
- reactive (1)
- reaktive Programmierung (1)
- real-time (1)
- real-time classification (1)
- recursive tuning (1)
- reflection (1)
- reinforcement learning (1)
- relational model transformation (1)
- relationale Modelltransformationen (1)
- reliability (1)
- remodularization (1)
- remote collaboration (1)
- remote monitoring (1)
- representation learning (1)
- reproducibility (1)
- requirements (1)
- research challenges (1)
- resilient architectures (1)
- resource management (1)
- resource optimization (1)
- restoration (1)
- restricted edges (1)
- retrieval (1)
- reusable aspects (1)
- reuse (1)
- reward (1)
- robustness (1)
- rootstock (1)
- rotor-router model (1)
- runtime adaptations (1)
- runtime analysis (1)
- runtime behavior (1)
- runtime models (1)
- s/t-pattern sequences (1)
- satisfiabilitiy solving (1)
- scalability of blockchain (1)
- scale-free networks (1)
- scarce tokens (1)
- school (1)
- school (environment) (1)
- science mapping (1)
- scripting environments (1)
- search plan generation (1)
- security chaos engineering (1)
- security policies (1)
- security risk assessment (1)
- segmentation (1)
- self-adaptive software (1)
- self-driving (1)
- self-learning scheduler (1)
- self-supervised learning (1)
- semantic (1)
- semantic analysis (1)
- semantics preservation (1)
- sensor (1)
- sensor data (1)
- sensor placement (1)
- separation of concerns (1)
- service-oriented (1)
- severe acute respiratory (1)
- sidechain (1)
- signal transition graph (1)
- similarity (1)
- similarity learning (1)
- simulator (1)
- single vertex discrepancy (1)
- single-case experimental design (1)
- small files (1)
- smallest grammar problem (1)
- smalltalk (1)
- smart card (1)
- smart contracts (1)
- smartphone (1)
- sociology (1)
- software (1)
- software analysis (1)
- software architecture (1)
- software development (1)
- software development processes (1)
- software evolution (1)
- software maintenance (1)
- software product lines (1)
- software testing (1)
- software tests (1)
- software visualization (1)
- software/instrumentation (1)
- spamming (1)
- speed independence (1)
- speed independent (1)
- stable matchings (1)
- staging (1)
- standards (1)
- static analysis (1)
- statische Analyse (1)
- statistics (1)
- statutes and laws (1)
- steganography (1)
- straight-line (1)
- structured process model (1)
- study (1)
- style description languages (1)
- stylization (1)
- substitution effects (1)
- supervised machine learning (1)
- surveillance (1)
- symbolic graph transformation (1)
- synchronization (1)
- syndrome coronavirus 2 (1)
- synonym discovery (1)
- system of systems (1)
- systematic literature review (1)
- systems (1)
- t.BPM (1)
- tableau method (1)
- tangible media (1)
- teamwork (1)
- technology adoption (1)
- technology pivot (1)
- tele-lab (1)
- tele-teaching (1)
- terrain models (1)
- test-driven fault navigation (1)
- textures (1)
- threshold cryptography (1)
- time-series classification (1)
- timed automata (1)
- topics (1)
- tort law (1)
- touch input (1)
- traceability (1)
- tracing (1)
- transaction (1)
- transfer learning (1)
- transformation (1)
- transformation level (1)
- transformation sequences (1)
- transversal hypergraph (1)
- tree conjecture (1)
- triple graph grammars (1)
- trust (1)
- trust model (1)
- tuple spaces (1)
- typed graph transformation systems (1)
- typography (1)
- unequal shares (1)
- unique (1)
- unsupervised methods (1)
- use-cases (1)
- user interaction (1)
- utility (1)
- verschachtelte Anwednungsbedingungen (1)
- verschachtelte Graphbedingungen (1)
- versioning (1)
- verteilte Datenbanken (1)
- video analysis (1)
- video metadata (1)
- view maintenance (1)
- views (1)
- virtual desktop infrastructure (1)
- virtual groups (1)
- virtual reality (1)
- virtualisierte IT-Infrastruktur (1)
- visually impaired (1)
- vulnerabilities (1)
- wearable electroencephalography (1)
- wearable movement sensor (1)
- wearables (1)
- web application (1)
- web-applications (1)
- weight (1)
- word clouds (1)
- word sense disambiguation (1)
- workflow (1)
- workload prediction (1)
- zero-power defense (1)
- zuverlässige Datenverarbeitung (1)
- zuverlässigen Datenverarbeitung (1)
- Ähnlichkeit (1)
- Ähnlichkeitsmaße (1)
- Ähnlichkeitssuche (1)
- Änderbarkeit (1)
- Übereinstimmungsanalyse (1)
- Überwachung (1)
- öffentliche Cloud Speicherdienste (1)
HARE
(2023)
Sensor-based human activity recognition is becoming ever more prevalent. The increasing importance of distinguishing human movements, particularly in healthcare, coincides with the advent of increasingly compact sensors. A complex sequence of individual steps currently characterizes the activity recognition pipeline. It involves separate data collection, preparation, and processing steps, resulting in a heterogeneous and fragmented process. To address these challenges, we present a comprehensive framework, HARE, which seamlessly integrates all necessary steps. HARE offers synchronized data collection and labeling, integrated pose estimation for data anonymization, a multimodal classification approach, and a novel method for determining optimal sensor placement to enhance classification results. Additionally, our framework incorporates real-time activity recognition with on-device model adaptation capabilities. To validate the effectiveness of our framework, we conducted extensive evaluations using diverse datasets, including our own collected dataset focusing on nursing activities. Our results show that HARE’s multimodal and on-device trained model outperforms conventional single-modal and offline variants. Furthermore, our vision-based approach for optimal sensor placement yields comparable results to the trained model. Our work advances the field of sensor-based human activity recognition by introducing a comprehensive framework that streamlines data collection and classification while offering a novel method for determining optimal sensor placement.
DUO-GAIT
(2023)
In recent years, there has been a growing interest in developing and evaluating gait analysis algorithms based on inertial measurement unit (IMU) data, which has important implications, including sports, assessment of diseases, and rehabilitation. Multi-tasking and physical fatigue are two relevant aspects of daily life gait monitoring, but there is a lack of publicly available datasets to support the development and testing of methods using a mobile IMU setup. We present a dataset consisting of 6-minute walks under single- (only walking) and dual-task (walking while performing a cognitive task) conditions in unfatigued and fatigued states from sixteen healthy adults. Especially, nine IMUs were placed on the head, chest, lower back, wrists, legs, and feet to record under each of the above-mentioned conditions. The dataset also includes a rich set of spatio-temporal gait parameters that capture the aspects of pace, symmetry, and variability, as well as additional study-related information to support further analysis. This dataset can serve as a foundation for future research on gait monitoring in free-living environments.
Background: Wearable multi-modal time-series classification applications outperform their best uni-modal counterparts and hold great promise. A modality that directly measures electrical correlates from the brain is electroencephalography. Due to varying noise sources, different key brain regions, key frequency bands, and signal characteristics like non-stationarity, techniques for data pre-processing and classification algorithms are task-dependent.
Method: Here, a systematic literature review on mental state classification for wearable electroencephalog-raphy is presented. Four search terms in different combinations were used for an in-title search. The search was executed on the 29th of June 2022, across Google Scholar, PubMed, IEEEXplore, and ScienceDirect. 76 most relevant publications were set into context as the current state-of-the-art in mental state time-series classification.
Results: Pre-processing techniques, features, and time-series classification models were analyzed. Across publications, a window length of one second was mainly chosen for classification and spectral features were utilized the most. The achieved performance per time-series classification model is analyzed, finding linear discriminant analysis, decision trees, and k-nearest neighbors models outperform support-vector machines by a factor of up to 1.5. A historical analysis depicts future trends while under-reported aspects relevant to practical applications are discussed.
Conclusions: Five main conclusions are given, covering utilization of available area for electrode placement on the head, most often or scarcely utilized features and time-series classification model architectures, baseline reporting practices, as well as explainability and interpretability of Deep Learning. The importance of a 'test battery' assessing the influence of data pre-processing and multi-modality on time-series classification performance is emphasized.
Pressure overload in patients with aortic valve stenosis and volume overload in mitral valve regurgitation trigger specific forms of cardiac remodeling; however, little is known about similarities and differences in myocardial proteome regulation. We performed proteome profiling of 75 human left ventricular myocardial biopsies (aortic stenosis = 41, mitral regurgitation = 17, and controls = 17) using high-resolution tandem mass spectrometry next to clinical and hemodynamic parameter acquisition. In patients of both disease groups, proteins related to ECM and cytoskeleton were more abundant, whereas those related to energy metabolism and proteostasis were less abundant compared with controls. In addition, disease group-specific and sex-specific differences have been observed. Male patients with aortic stenosis showed more proteins related to fibrosis and less to energy metabolism, whereas female patients showed strong reduction in proteostasis-related proteins. Clinical imaging was in line with proteomic findings, showing elevation of fibrosis in both patient groups and sex differences. Disease-and sex-specific proteomic profiles provide insight into cardiac remodeling in patients with heart valve disease and might help improve the understanding of molecular mechanisms and the development of individualized treatment strategies.
High annotation costs are a substantial bottleneck in applying deep learning architectures to clinically relevant use cases, substantiating the need for algorithms to learn from unlabeled data.
In this work, we propose employing self-supervised methods. To that end, we trained with three self-supervised algorithms on a large corpus of unlabeled dental images, which contained 38K bitewing radiographs (BWRs). We then applied the learned neural network representations on tooth-level dental caries classification, for which we utilized labels extracted from electronic health records (EHRs). Finally, a holdout test-set was established, which consisted of 343 BWRs and was annotated by three dental professionals and approved by a senior dentist.
This test-set was used to evaluate the fine-tuned caries classification models. Our experimental results demonstrate the obtained gains by pretraining models using self-supervised algorithms. These include improved caries classification performance (6 p.p. increase in sensitivity) and, most importantly, improved label-efficiency.
In other words, the resulting models can be fine-tuned using few labels (annotations).
Our results show that using as few as 18 annotations can produce >= 45% sensitivity, which is comparable to human-level diagnostic performance.
This study shows that self-supervision can provide gains in medical image analysis, particularly when obtaining labels is costly and expensive.
Fragmentation of peptides leaves characteristic patterns in mass spectrometry data, which can be used to identify protein sequences, but this method is challenging for mutated or modified sequences for which limited information exist. Altenburg et al. use an ad hoc learning approach to learn relevant patterns directly from unannotated fragmentation spectra.
Mass spectrometry-based proteomics provides a holistic snapshot of the entire protein set of living cells on a molecular level. Currently, only a few deep learning approaches exist that involve peptide fragmentation spectra, which represent partial sequence information of proteins.
Commonly, these approaches lack the ability to characterize less studied or even unknown patterns in spectra because of their use of explicit domain knowledge.
Here, to elevate unrestricted learning from spectra, we introduce 'ad hoc learning of fragmentation' (AHLF), a deep learning model that is end-to-end trained on 19.2 million spectra from several phosphoproteomic datasets. AHLF is interpretable, and we show that peak-level feature importance values and pairwise interactions between peaks are in line with corresponding peptide fragments.
We demonstrate our approach by detecting post-translational modifications, specifically protein phosphorylation based on only the fragmentation spectrum without a database search. AHLF increases the area under the receiver operating characteristic curve (AUC) by an average of 9.4% on recent phosphoproteomic data compared with the current state of the art on this task.
Furthermore, use of AHLF in rescoring search results increases the number of phosphopeptide identifications by a margin of up to 15.1% at a constant false discovery rate. To show the broad applicability of AHLF, we use transfer learning to also detect cross-linked peptides, as used in protein structure analysis, with an AUC of up to 94%.
N-of-1 trials are the gold standard study design to evaluate individual treatment effects and derive personalized treatment strategies. Digital tools have the potential to initiate a new era of N-of-1 trials in terms of scale and scope, but fully functional platforms are not yet available.
Here, we present the open source StudyU platform, which includes the StudyU Designer and StudyU app.
With the StudyU Designer, scientists are given a collaborative web application to digitally specify, publish, and conduct N-of-1 trials.
The StudyU app is a smartphone app with innovative user-centric elements for participants to partake in trials published through the StudyU Designer to assess the effects of different interventions on their health.
Thereby, the StudyU platform allows clinicians and researchers worldwide to easily design and conduct digital N-of-1 trials in a safe manner.
We envision that StudyU can change the landscape of personalized treatments both for patients and healthy individuals, democratize and personalize evidence generation for self-optimization and medicine, and can be integrated in clinical practice.
The investigation of metabolic fluxes and metabolite distributions within cells by means of tracer molecules is a valuable tool to unravel the complexity of biological systems. Technological advances in mass spectrometry (MS) technology such as atmospheric pressure chemical ionization (APCI) coupled with high resolution (HR), not only allows for highly sensitive analyses but also broadens the usefulness of tracer-based experiments, as interesting signals can be annotated de novo when not yet present in a compound library. However, several effects in the APCI ion source, i.e., fragmentation and rearrangement, lead to superimposed mass isotopologue distributions (MID) within the mass spectra, which need to be corrected during data evaluation as they will impair enrichment calculation otherwise. Here, we present and evaluate a novel software tool to automatically perform such corrections. We discuss the different effects, explain the implemented algorithm, and show its application on several experimental datasets. This adjustable tool is available as an R package from CRAN.