Institut für Informatik und Computational Science
Refine
Year of publication
Document Type
- Article (538)
- Doctoral Thesis (126)
- Monograph/Edited Volume (82)
- Other (26)
- Postprint (10)
- Conference Proceeding (5)
- Part of a Book (4)
- Preprint (4)
- Bachelor Thesis (1)
- Habilitation Thesis (1)
Language
- English (798) (remove)
Is part of the Bibliography
- yes (798) (remove)
Keywords
- answer set programming (12)
- Answer Set Programming (10)
- Answer set programming (10)
- Machine Learning (7)
- Maschinelles Lernen (7)
- Antwortmengenprogrammierung (5)
- Internet of Things (4)
- MQTT (4)
- machine learning (4)
- security (4)
- Algorithms (3)
- EEG (3)
- Equilibrium logic (3)
- Machine learning (3)
- Modeling (3)
- Optimization (3)
- formal languages (3)
- higher education (3)
- monitoring (3)
- verification (3)
- 3D visualization (2)
- ASIC (2)
- Algorithmen (2)
- Analytical models (2)
- Automata systems (2)
- Computersicherheit (2)
- Coq (2)
- Deep Learning (2)
- E-learning (2)
- Event mapping (2)
- Fault tolerance (2)
- ICA (2)
- Informatik (2)
- Knowledge Representation and Reasoning (2)
- Künstliche Intelligenz (2)
- Lindenmayer systems (2)
- Middleware (2)
- Modell (2)
- Modellierung (2)
- Non-monotonic reasoning (2)
- Ontologie (2)
- Parameterized complexity (2)
- Preference Handling (2)
- Process (2)
- Process mining (2)
- Prozess (2)
- ResNet (2)
- Semantic Web (2)
- Synthese (2)
- Theory (2)
- Tracking (2)
- Treewidth (2)
- Vorhersage (2)
- anti-cancer drugs (2)
- argument mining (2)
- automatic feedback (2)
- bioinformatics (2)
- computer science education (2)
- concurrent checking (2)
- cooperating systems (2)
- deep neural networks (2)
- drug-sensitivity prediction (2)
- edge computing (2)
- education (2)
- embedded systems (2)
- face tracking (2)
- facial expression (2)
- firmware update (2)
- geovisualization (2)
- image processing (2)
- knowledge representation and nonmonotonic reasoning (2)
- lesson planning (2)
- lesson preparation (2)
- logic programming (2)
- maschinelles Lernen (2)
- model (2)
- non-photorealistic rendering (2)
- online learning (2)
- parsing (2)
- perception (2)
- perception differences (2)
- physical computing (2)
- policy evaluation (2)
- radhard design (2)
- reliability (2)
- scientific workflows (2)
- self-adaptive multiprocessing system (2)
- single event upset (2)
- soft errors (2)
- solar particle event (2)
- support system (2)
- systems biology (2)
- teacher training (2)
- virtual mobility (2)
- 'Peer To Peer' (1)
- (FPGA) (1)
- (SET) count rate (1)
- 13C metabolic flux analysis (1)
- 2-tag system (1)
- 3D Computer Grafik (1)
- 3D Computer Graphics (1)
- 3D Drucken (1)
- 3D Linsen (1)
- 3D Semiotik (1)
- 3D Visualisierung (1)
- 3D lenses (1)
- 3D modeling (1)
- 3D printing (1)
- 3D semiotics (1)
- 3D-Stadtmodelle (1)
- 3d city models (1)
- 6LoWPAN (1)
- AODV (1)
- ASIC (Applikationsspezifische Integrierte Schaltkreise) (1)
- ASP (Answer Set Programming) (1)
- Abbrecherquote (1)
- Absorbed dose (1)
- Abstraction (1)
- Abstraktion (1)
- Accepting Grammars (1)
- Access control (1)
- Ackerschmalwand (1)
- Active Evaluation (1)
- Active evaluation (1)
- Ad hoc routing (1)
- Adaptivity (1)
- Advanced Video Codec (AVC) (1)
- Adversarial Learning (1)
- Aggregates (1)
- Aktive Evaluierung (1)
- Akzeptierende Grammatiken (1)
- Algorithm configuration (1)
- Algorithm portfolios (1)
- Algorithmenablaufplanung (1)
- Algorithmenkonfiguration (1)
- Algorithmenselektion (1)
- Alignment (1)
- Android Security (1)
- Android hybrid apps (1)
- Angewandte Spieltheorie (1)
- Animal building (1)
- Anisotroper Kuwahara Filter (1)
- Anleitung (1)
- Answer Set Solving modulo Theories (1)
- Anti-cancer drugs (1)
- Antwortmengen Programmierung (1)
- Applied Game Theory (1)
- Argumentation (1)
- Argumentation structure (1)
- Artificial Intelligence (1)
- Artificial Neuronal Network (1)
- Assessment (1)
- Asynchrone Schaltung (1)
- Augenbewegungen (1)
- Augmentation (1)
- Augmented and virtual reality (1)
- Ausreissererkennung (1)
- Automated parallelization (1)
- Automatically controlled windows (1)
- BCI (1)
- BSS (1)
- Bachelorstudierende der Informatik (1)
- Backdoors (1)
- Batch processing (1)
- Baumweite (1)
- Bean (1)
- Behavior (1)
- Benchmark testing; (1)
- Berührungseingaben (1)
- Beweis (1)
- Beweisassistent (1)
- Beweistheorie (1)
- Beweisumgebung (1)
- Bilddatenanalyse (1)
- Bildung (1)
- Bildverarbeitung (1)
- Binäres Entscheidungsdiagramm (1)
- Bio-jETI (1)
- Bioelektrisches Signal (1)
- Bioinformatik (1)
- Blind users (1)
- Boolean constraint solver (1)
- Boolean logic models (1)
- Boosting (1)
- Bot Detection (1)
- Brain Computer Interface (1)
- Business Process (1)
- Business Process Models (1)
- Business process intelligence (1)
- CASP (Constraint Answer Set Programming) (1)
- CP-Logic (1)
- CSC (1)
- Cactus (1)
- Campus (1)
- CertiCoq (1)
- Choreographien (1)
- Circuit faults (1)
- Classification (1)
- Clock tree (1)
- Cloud (1)
- Cluster Computing (1)
- Cluster computing (1)
- Clusteranalyse (1)
- Code generation (1)
- Coherent phonons (1)
- Combinatorial multi-objective optimization (1)
- Common Spatial Pattern (1)
- Complex optimization (1)
- Complexity (1)
- Compliance (1)
- Composition (1)
- Computational Complexity (1)
- Computational complexity (1)
- Computational grid (1)
- Computer Science (1)
- Computer Science Education (1)
- Computer security (1)
- Computergrafik (1)
- Computing with DNA (1)
- Conformant Planning (1)
- Conrad Hal Waddington (1)
- Constraint Solving (1)
- Constraint satisfaction (1)
- Context awareness (1)
- Contextualized learning (1)
- Continuous Testing (1)
- Continuous Versioning (1)
- Controlled Derivations (1)
- Convolution (1)
- Course timetabling (1)
- Covariate Shift (1)
- Curry (1)
- Customer ownership (1)
- D-galactosamine (1)
- DDoS (1)
- DMR (1)
- DNA hairpin formation (1)
- DPLL (1)
- DRMAA (1)
- DRMS (1)
- Data federation (1)
- Database (1)
- Deal of the Day (1)
- Debugging (1)
- Decidability (1)
- Declarative Problem Solving (1)
- Declare (1)
- Deduction (1)
- Deep learning (1)
- Defining characteristics of physical computing (1)
- Dempster-Shafer-Theorie (1)
- Dempster–Shafer theory (1)
- Denotational semantics (1)
- Description Logics (1)
- Design (1)
- Design for testability (DFT) (1)
- Deskriptive Logik (1)
- Diagonalisierung (1)
- Didaktik der Informatik (1)
- Dienstkomposition (1)
- Dienstplattform (1)
- Differenz von Gauss Filtern (1)
- Digital Design (1)
- Digital image analysis (1)
- Digitalization (1)
- Distributed Computing (1)
- Dose rate (1)
- Double cell upsets (DCUs) (1)
- Dynamic Programming (1)
- Dynamical X-ray theory (1)
- Dynamische Programmierung (1)
- Dynamische Rekonfiguration (1)
- E-Learning (1)
- E-teaching (1)
- EDC (1)
- Echtzeitanwendung (1)
- Edge Computing (1)
- Educational game (1)
- Educational timetabling (1)
- Eingabegenauigkeit (1)
- Elektroencephalographie (1)
- Emotionen (1)
- Emotionsforschung (1)
- Encoding (1)
- Engines (1)
- Enterprise Architecture (1)
- Entity Linking (1)
- Entscheidungsbäume (1)
- Entwurfsmuster für SOA-Sicherheit (1)
- Entwurfsprinzipien (1)
- Epigenetic landscape (1)
- Epistemic Logic Programs (1)
- Erfüllbarkeit einer Formel der Aussagenlogik (1)
- Erfüllbarkeitsproblem (1)
- Erklärbarkeit (1)
- Error Estimation (1)
- European Bioinformatics Institute (1)
- Evaluation (1)
- Evidenztheorie (1)
- Evolution (1)
- Experimentation (1)
- Explainability (1)
- Explicit negation (1)
- Exploration (1)
- Explore-first Programming (1)
- Exponential Time Hypothesis (1)
- Exponentialzeit Hypothese (1)
- Extensibility (1)
- Extreme Model-Driven Development (1)
- FEDC (1)
- FMC-QE (1)
- FPGA (1)
- Fault Localization (1)
- Fault tolerant systems (1)
- Feature Combination (1)
- Feature extraction (1)
- Feedback (1)
- Fehlende Daten (1)
- Fehlerschätzung (1)
- Field programmable gate arrays (1)
- Finite automata (1)
- Flip-flops (1)
- Flussgesteuerter Bilateraler Filter (1)
- Focus+Context Visualization (1)
- Fokus-&-Kontext Visualisierung (1)
- Forgetting (1)
- Formalismus (1)
- Formalitätsgrad (1)
- Formeln der quantifizierten Aussagenlogik (1)
- Framework (1)
- Freshmen (1)
- GERBIL (1)
- GIS-Dienstkomposition (1)
- GPU (1)
- Gebäudemodelle (1)
- Gehirn-Computer-Schnittstelle (1)
- Geländemodelle (1)
- Generalisierung (1)
- Geodaten (1)
- Geometrieerzeugung (1)
- Geovisualisierung (1)
- Geräte-Treiber (1)
- Geschäftsprozess (1)
- Geschäftsprozessmodelle (1)
- Gesichtsausdruck (1)
- Gesteuerte Ableitungen (1)
- Gesture input (1)
- Gleichheit (1)
- Globus (1)
- Grammar Systems (1)
- Grammatiksysteme (1)
- Graph Convolutional Neural Networks (1)
- Graph Embedding (1)
- Green computing (1)
- Grid (1)
- Grid Computing (1)
- Grounded theory (1)
- Grounding Theory (1)
- H.264 (1)
- HCI (1)
- Hairpin completions (1)
- Hairpin reductions (1)
- Hardware Design (1)
- Hardware accelerator (1)
- Hauptkomponentenanalyse (1)
- Heat diffusion (1)
- Hierarchically configurable mask register (1)
- High-Level Synthesis (1)
- Histograms (1)
- Hochschulsystem (1)
- Https traffic (1)
- Human Factors (1)
- Hurricane Sandy (1)
- Hybrid App (1)
- I/O-effiziente Algorithmen (1)
- ICT (1)
- IP core (1)
- IT security (1)
- IT-Security (1)
- IT-Sicherheit (1)
- IaaS (1)
- Identifiers (1)
- Image and video stylization (1)
- Image resolution (1)
- Imperative calculi (1)
- Improving classroom (1)
- Incoherent phonons (1)
- Incremental answer set programming (1)
- Industrie 4.0 (1)
- Industry 4.0 (1)
- Inference (1)
- Informatics (1)
- Informatik-Studiengänge (1)
- Informatikdidaktik (1)
- Informatikvoraussetzungen (1)
- Information Transfer Rate (1)
- Information federation (1)
- Information integration (1)
- Information retrieval (1)
- Information security (1)
- Inkonsistenz (1)
- Insurance industry (1)
- Integrated circuit modeling (1)
- Integration (1)
- Interactive Rendering (1)
- Interaktionsmodel (1)
- Interaktionsmodellierung (1)
- Interaktives Rendering (1)
- Interface design (1)
- Internet (1)
- Internet Security (1)
- Internet-Sicherheit (1)
- Interoperability (1)
- Interoperabilität (1)
- Interpretability (1)
- Interpretierbarkeit (1)
- IoT (1)
- Job monitoring (1)
- Job submission (1)
- Kartografisches Design (1)
- Kern-PCA (1)
- Kernel (1)
- Kernelization (1)
- Kernmethoden (1)
- Key Competencies (1)
- Key input (1)
- Klassifikation (1)
- Klassifikation mit großem Margin (1)
- Klassifikator-Kalibrierung (1)
- Klimafolgenanalyse (1)
- Klimawandel (1)
- Knowledge (1)
- Knowledge Management (1)
- Knowledge representation (1)
- Kommunikation (1)
- Kompilation (1)
- Komplexität (1)
- Komplexitätsbewältigung (1)
- Komplexitätstheorie (1)
- Komposition (1)
- Konnektionskalkül (1)
- Kybernetik (1)
- Künstliche Neuronale Netzwerke (1)
- L systems (1)
- LBA problem (1)
- Landmark visibility (1)
- Landmarken (1)
- Large Margin Classification (1)
- Laser Cutten (1)
- Learning (1)
- Leftmost Derivations (1)
- Lehrer (1)
- Leistungsvorhersage (1)
- Lernen (1)
- Linksableitungen (1)
- Linux (1)
- Linux device drivers (1)
- Literature mining (1)
- Liver neoplasms (1)
- Load Balancing (1)
- Localization (1)
- Location awareness (1)
- Logic Programming (1)
- Logic programming (1)
- Logics (1)
- Logik (1)
- Logiksynthese (1)
- Loss (1)
- Low Latency (1)
- Lower Bounds (1)
- Loyalty (1)
- M2M (1)
- MEG (1)
- MFA (1)
- Magnetoencephalographie (1)
- Malware (1)
- Markov processes (1)
- Masking of X-values (1)
- Mathematical Optimization (1)
- Mathematikdidaktik (1)
- Mathematikphilosophie (1)
- Mathematische Optimierung (1)
- Matrizen-Eigenwertaufgabe (1)
- Media in education (1)
- Megamodel (1)
- Megamodell (1)
- Mehrklassen-Klassifikation (1)
- Message Passing Interface (1)
- Meta-Programming (1)
- Metric learning (1)
- Migration (1)
- Minimal perturbation problems (1)
- Mischmodelle (1)
- Mischung <Signalverarbeitung> (1)
- Mobile Campus Application (1)
- Mobile application (1)
- Mobile devices (1)
- Mobile learning (1)
- Mobilgeräte (1)
- Model Management (1)
- Model checking (1)
- Model-Driven Engineering (1)
- Modell Management (1)
- Modell-driven Security (1)
- Modell-getriebene Sicherheit (1)
- Modellgetriebene Entwicklung (1)
- Modelling (1)
- Molekulare Bioinformatik (1)
- Multi Task Learning (1)
- Multi-Class (1)
- Multi-Task-Lernen (1)
- Multi-objective optimization (1)
- Multi-sided platforms (1)
- Multiple interpretation scheme (1)
- Multiprocessor (1)
- Multiprozessor (1)
- N-temperature model (1)
- NETCONF (1)
- NUI (1)
- Nash equilibrium (1)
- Natural language processing (1)
- Natural ventilation (1)
- Network (1)
- Network Management (1)
- Network security (1)
- Netzwerk Management (1)
- Netzwerke (1)
- Neural networks (1)
- Neuronales Netz (1)
- Next Generation Network (1)
- Nicht-photorealistisches Rendering (1)
- Nichtfotorealistische Bildsynthese (1)
- Non-Monotonic (1)
- Nonmonotonic reasoning (1)
- Nutzungsinteresse (1)
- OCCI (1)
- OSSE (1)
- Objektive Schwierigkeit (1)
- Omega (1)
- Ontologien (1)
- Ontologies (1)
- Ontology (1)
- Operation problem (1)
- Optimierung (1)
- Optimierungsproblem (1)
- Parallel Programming (1)
- Parallel SAT solving (1)
- Parallel job execution time estimation (1)
- Paralleles Rechnen (1)
- Parallelrechner (1)
- Parameterized Complexity (1)
- Parametrisierte Komplexität (1)
- Parsing (1)
- Particle detector (1)
- Pedagogical issues (1)
- Pedestrian navigation (1)
- Peer-to-Peer-Netz ; GRID computing ; Zuverlässigkeit ; Web Services ; Betriebsmittelverwaltung ; Migration (1)
- Performance Evaluation (1)
- Performance Prediction (1)
- Personal Learning Environment (1)
- Personalization (1)
- Pervasive computing (1)
- Pervasive game (1)
- Pervasive learning (1)
- Phantoms (1)
- Planar tactile display (1)
- Planing (1)
- Plant identification (1)
- Platzierung (1)
- Polarization (1)
- Policy Enforcement (1)
- Power Monitoring (1)
- Prediction Game (1)
- Predictive Models (1)
- Privacy Protection (1)
- Probleme in der Studie (1)
- Process Management (1)
- Process model analysis (1)
- Process modeling (1)
- Product lifecycle management (1)
- Professoren (1)
- Programmierung (1)
- Programming (1)
- Programming by optimization (1)
- Proof Theory (1)
- Prototyping (1)
- Prozesse (1)
- Prozessmanagement (1)
- Prozessmodellierung (1)
- Prozesssynchronisierung (1)
- Prädiktionsspiel (1)
- Präferenzen (1)
- Quantified Boolean Formula (QBF) (1)
- Quantitative Modeling (1)
- Quantitative Modellierung (1)
- Queuing Theory (1)
- RADFET (1)
- RADFETs (1)
- REST (1)
- RSA triangle (1)
- Radiation hardness (1)
- Random access memory (1)
- Ranking (1)
- Reasoning (1)
- Reconfigurable (1)
- Region of Interest (1)
- Regression (1)
- Regularisierung (1)
- Regularization (1)
- Rekonfiguration (1)
- Reparatur (1)
- Reproducibility of results (1)
- Reversibility (1)
- SET pulsewidth distribution (1)
- SMT (SAT Modulo Theories) (1)
- SOA (1)
- SOA Security Pattern (1)
- STG decomposition (1)
- STG-Dekomposition (1)
- SWOT (1)
- Sample Selection Bias (1)
- Satisfiability (1)
- Scalability (1)
- Scale-invariant feature transform (SIFT) (1)
- Schlüsselkompetenzen (1)
- Schulmaterial (1)
- Scientific images (1)
- Screen reader (1)
- Seamless learning (1)
- Search problems (1)
- Security (1)
- Security Modelling (1)
- Segmentierung (1)
- Selektionsbias (1)
- Self-adaptive MPSoC (1)
- Semantic Interoperability (1)
- Semantic Search (1)
- Semantic data (1)
- Semantic web (1)
- Semantik Web (1)
- Semantische Suche (1)
- Semilinearity property (1)
- Sensornetzwerke (1)
- Sequence embeddings (1)
- Service Creation (1)
- Service Delivery Platform (1)
- Service convergence (1)
- Service orientation (1)
- Service-Orientierte Architekturen (1)
- Service-oriented Architecture (1)
- Service-oriented Architectures (1)
- Service-oriented architecture (1)
- Shader (1)
- Sharing (1)
- Sicherheitsmodellierung (1)
- Signal Processing (1)
- Signal processing (1)
- Signaling transduction networks (1)
- Signalquellentrennung (1)
- Signaltrennung (1)
- Simulation (1)
- Simulations (1)
- Simultane Diagonalisierung (1)
- Single Event Transient (1)
- Single Trial Analysis (1)
- Single event effect (1)
- Single event upsets (1)
- Single-event transient (SET) (1)
- Skelettberechnung (1)
- Social Media Analysis (1)
- Software-basierte Cache-Kohärenz (1)
- Sonnenteilchen-Ereignis (1)
- Spam (1)
- Spam Filtering (1)
- Spam-Erkennung (1)
- Spam-Filter (1)
- Spam-Filtering (1)
- Spatio-Spectral Filter (1)
- Spawning (1)
- Splicing (1)
- Splicing processor (1)
- Sprachdesign (1)
- Static Analysis (1)
- Statistical Tests (1)
- Statistical relational learning (1)
- Statistische Tests (1)
- Stilisierung (1)
- Stochastic relational process (1)
- Strahlungshartes Design (1)
- Strahlungshärte Entwurf (1)
- Stromverbrauchüberwachung (1)
- Strong equivalence (1)
- Structural equation modeling (1)
- Structuring (1)
- Strukturierung (1)
- Studentenerwartungen (1)
- Studentenhaltungen (1)
- Support Vectors (1)
- Support-Vector Lernen (1)
- System Biologie (1)
- Systembiologie (1)
- Systems biology (1)
- Systems of parallel communicating (1)
- TMR (1)
- TPTP (1)
- Taktik (1)
- Telekommunikation (1)
- Temporal Answer Set Solving (1)
- Temporal Logic (1)
- Temporallogik (1)
- Temporäre Anbindung (1)
- Terminologische Logik (1)
- Texturen (1)
- Theoretischen Vorlesungen (1)
- Theory formation (1)
- Thermoelasticity (1)
- Time Augmented Petri Nets (1)
- Time Series Analysis (1)
- Time series (1)
- Tomography (1)
- Tool (1)
- Tools (1)
- Traceability (1)
- Traffic data (1)
- Transformation (1)
- Tree decomposition (1)
- Treewidth-aware reductions (1)
- Triple modular redundancy (TMR) (1)
- Tumor types (1)
- Turing machine (1)
- Type and effect systems (1)
- UAV imagery (1)
- UX (1)
- Ubiquitous learning (1)
- Ultrafast dynamics (1)
- Unabhängige Komponentenanalyse (1)
- Unary languages (1)
- Uniform Access Principle (1)
- University Service Bus (1)
- Universität Bagdad (1)
- Universität Potsdam (1)
- Universitätseinstellungen (1)
- Untere Schranken (1)
- Unterrichtswerkzeuge (1)
- Unvollständigkeit (1)
- Usability testing (1)
- Usage Interest (1)
- User submission pattern (1)
- User-centred design (1)
- VGG16 (1)
- VM (1)
- Value network (1)
- Verhalten (1)
- Verification (1)
- Verifikation (1)
- Verletzung Auflösung (1)
- Verletzung Erklärung (1)
- Verteiltes Rechnen (1)
- Verteilungsunterschied (1)
- Violation Explanation (1)
- Violation Resolution (1)
- Virtual reality (1)
- Virtuelles 3D Stadtmodell (1)
- Visual metaphor (1)
- Visualisierung (1)
- Vorhersagemodelle (1)
- Wahrnehmung (1)
- Wahrnehmung von Arousal (1)
- Wahrnehmungsunterschiede (1)
- Warteschlangentheorie (1)
- Web Services (1)
- Web Sites (1)
- Web of Data (1)
- Webseite (1)
- Well-structuredness (1)
- Wetterextreme (1)
- Wireless Sensor Networks (1)
- Wirtschaftsinformatik (1)
- Wissen (1)
- Wissenschaftlichesworkflows (1)
- Wissensmanagement (1)
- Wissensrepräsentation und -verarbeitung (1)
- Wissensrepräsentation und Schlussfolgerung (1)
- Wohlstrukturiertheit (1)
- Word embeddings (1)
- Workflow (1)
- X-masking (1)
- X-ray computed (1)
- X-values (1)
- ZQSA (1)
- ZQSAT (1)
- Zeitbehaftete Petri Netze (1)
- Zero-Suppressed Binary Decision Diagram (ZDD) (1)
- Zuverlässigkeitsanalyse (1)
- abstraction (1)
- accepting grammars (1)
- action and change (1)
- activities (1)
- activity (1)
- acute liver failure (1)
- acyclicity properties (1)
- adaptiv (1)
- adaptive (1)
- adversarial classification (1)
- algorithm configuration (1)
- algorithm schedules (1)
- algorithm scheduling (1)
- algorithm selection (1)
- algorithms (1)
- analysis (1)
- anisotropic Kuwahara filter (1)
- annealing (1)
- anxiety (1)
- approximate joint diagonalization (1)
- approximate model counting (1)
- architecture (1)
- argumentation (1)
- argumentation structure (1)
- arithmethische Prozeduren (1)
- arithmetic procedures (1)
- arousal (1)
- arousal perception (1)
- artificial intelligence (1)
- artistic rendering (1)
- asynchronous circuit (1)
- asynchrounous design (1)
- authentication (1)
- autism (1)
- automata (1)
- automated driving (1)
- automated guided vehicle routing (1)
- automated planning (1)
- automatic theorem prover (1)
- automatisierter Theorembeweiser (1)
- behavioral (1)
- behavioral abstraction (1)
- belief merging (1)
- belief revision (1)
- benchmark (1)
- bibliometric analysis (1)
- bild (1)
- biometrics (1)
- biometrische Identifikation (1)
- blind source separation (1)
- block representation (1)
- bootstrapping (1)
- brain-computer interface (1)
- building models (1)
- bulk built-in current sensor (1)
- bundled data (1)
- business informatics (1)
- camera sensor (1)
- car assembly operations (1)
- cartographic design (1)
- cellular automata (1)
- changing the study field (1)
- changing the university (1)
- choreographies (1)
- circuit Faults (1)
- citation analysis (1)
- classifier calibration (1)
- classroom material (1)
- click controller (1)
- climate change (1)
- climate impact analysis (1)
- clocks (1)
- clustering (1)
- co-citation analysis (1)
- co-occurrence analysis (1)
- code generation (1)
- coherence relation (1)
- coherence-enhancing filtering (1)
- collaborative learning (1)
- combinatorial optimization problems (1)
- combined task and motion planning (1)
- common spatial patterns (1)
- communication (1)
- competition (1)
- compilation (1)
- complex networks (1)
- complexity (1)
- compliance (1)
- computational biology (1)
- computational methods (1)
- computational thinking (1)
- computer graphics (1)
- computer security (1)
- computer vision (1)
- computergestützte Methoden (1)
- concession (1)
- conductive argument (1)
- connection calculus (1)
- connective (1)
- connectivity (1)
- consistency (1)
- consistency checking (1)
- consistency measures (1)
- constraints (1)
- context-free grammar (1)
- context-sensitive (1)
- continuous (1)
- contrast (1)
- controlled vocabularies (1)
- corpus analysis (1)
- correlated errors (1)
- course timetabling (1)
- craters (1)
- crop (1)
- decidability questions (1)
- decision trees (1)
- declarative problem solving (1)
- deep learning (1)
- deep residual networks (1)
- degree of formality (1)
- degree of non-context-freeness (1)
- degree of non-regularity (1)
- degree of non-regulation (1)
- depression (1)
- design flow (1)
- design principles (1)
- determinism (1)
- detrending (1)
- developmental systems (1)
- diagnosis (1)
- didaktische Rekonstruktion (1)
- difference of Gaussians (1)
- digital circuit (1)
- digital design (1)
- digitally-enabled pedagogies (1)
- domain-specific APIs (1)
- dropout (1)
- drug discovery (1)
- dynamic (1)
- dynamic classification (1)
- dynamic reconfiguration (1)
- dynamic service binding (1)
- dynamisch (1)
- dynamische Klassifikation (1)
- e-Learning (1)
- e-learning (1)
- eLectures (1)
- economic ripples (1)
- educational reconstruction (1)
- educational systems (1)
- educational timetabling (1)
- eingebettete Systeme (1)
- einseitige Kommunikation (1)
- email spam detection (1)
- emission factor (1)
- emotion (1)
- emotion representation (1)
- emotion research (1)
- endothelin (1)
- endothelin-converting enzyme (1)
- ensemble kalman filter (1)
- ensemble methods (1)
- entity alignment (1)
- epistemic logic programs (1)
- epistemic specifications (1)
- equality (1)
- error propagation (1)
- evaluation (1)
- event-related desynchronization (1)
- evidence theory (1)
- evolution (1)
- explicit negation (1)
- external ambiguity (1)
- external memory algorithms (1)
- extreme weather (1)
- eye movements (1)
- fading (1)
- fault tolerance (1)
- field-programmable gate array (1)
- finite model computation (1)
- finite state sequential transducers (1)
- flow-based bilateral filter (1)
- formal (1)
- formal argumentation systems (1)
- formalism (1)
- functions (1)
- gait (1)
- gap-filling (1)
- generalization (1)
- geometry generation (1)
- geospatial data (1)
- geospatial services (1)
- governance (1)
- gradient boosting (1)
- grammar (1)
- graph analysis (1)
- graph clustering (1)
- greenhouse gas (1)
- hardware accelerator (1)
- hardware architecture (1)
- hardware design (1)
- high-throughput analysis (1)
- human computer interaction (1)
- hybrid (1)
- hybrid solving (1)
- hybrides Problemlösen (1)
- ice harboring (1)
- image (1)
- image classification (1)
- image data analysis (1)
- image recognition (1)
- imaging (1)
- impacts (1)
- incompleteness (1)
- inconsistency (1)
- incremental SVM (1)
- independent component analysis (1)
- indirect economic impacts (1)
- indirekte ökonomische Effekte (1)
- informal and formal learning (1)
- informal logic (1)
- information and communication technologies (1)
- information flow control (1)
- informatische Bildung im Sekundarbereich (1)
- input accuracy (1)
- interaction modeling (1)
- internal ambiguity (1)
- intrusion detection (1)
- irradiation (1)
- joint lab (1)
- kernel PCA (1)
- kernel methods (1)
- key competences in physical computing (1)
- kidney cancer (1)
- knowledge representation and reasoning (1)
- konvergente Dienste (1)
- landmarks (1)
- language design (1)
- latches (1)
- leanCoP (1)
- leftmost derivations (1)
- linear programming (1)
- locomotion (1)
- logic (1)
- logic programming methodology and applications (1)
- logic synthesis (1)
- logic-based modeling (1)
- logical signaling networks (1)
- logische Programmierung (1)
- logische Signalnetzwerke (1)
- loop formulas (1)
- loose programming (1)
- loss propagation (1)
- lunar exploration (1)
- machine learning algorithms (1)
- macro-economic modelling (1)
- makroökonomische Modellierung (1)
- malware detection (1)
- manipulation planning (1)
- map/reduce (1)
- maschninelles Lernen (1)
- mathematics education (1)
- measure development (1)
- media (1)
- medical (1)
- medizinisch (1)
- metabolic network (1)
- metabolism (1)
- metabolomics (1)
- metadata (1)
- metastasis (1)
- middleware (1)
- mixture models (1)
- mobile devices (1)
- mobile learning (1)
- mobile technologies and apps (1)
- molecular networks (1)
- molekulare Netzwerke (1)
- multi-class classification (1)
- natural disasters (1)
- natural language generation (1)
- neighborhood (1)
- networks-on-chip (1)
- neural networks (1)
- neutral endopeptidase (1)
- nichtlineare ICA (1)
- nichtlineare PCA (NLPCA) (1)
- non-monotonic reasoning (1)
- nonlinear ICA (1)
- nonlinear PCA (NLPCA) (1)
- nonphotorealistic rendering (NPR) (1)
- o-ambiguity (1)
- objective difficulty (1)
- omega (1)
- on-farm evaluation (1)
- one-sided communication (1)
- oneM2M (1)
- oneM2M Ontology (1)
- ontologies (1)
- organisational evolution (1)
- outlier detection (1)
- output space compaction (1)
- overcomplete ICA (1)
- pMOS radiation dosimeter (1)
- paper prototyping (1)
- parallel processing (1)
- parallel programming (1)
- parallel rewriting (1)
- parallel solving (1)
- parallele Programmierung (1)
- paralleles Lösen (1)
- parity aggregate operator (1)
- pattern recognition (1)
- pdf forms (1)
- philosophy of mathematics (1)
- physical Computing (1)
- physical computing tools (1)
- placement (1)
- planning (1)
- platform (1)
- plug-ins (1)
- policy making (1)
- portfolio-based solving (1)
- prediction (1)
- predictive models (1)
- preferences (1)
- premise acceptability (1)
- priorities (1)
- probabilistic deep learning (1)
- probabilistic deep metric learning (1)
- probabilistische tiefe neuronale Netze (1)
- probabilistisches tiefes metrisches Lernen (1)
- process (1)
- process model alignment (1)
- process modeling (1)
- process synchronization (1)
- professors (1)
- program encodings (1)
- programmed grammars (1)
- projection (1)
- proof (1)
- proof assistant (1)
- proof complexity (1)
- proof environment (1)
- propagation probability (1)
- pruritus (1)
- pulse stretching inverters (1)
- quality of life (1)
- quantum (1)
- radiation hardness (1)
- radiation hardness design (1)
- random forest (1)
- real arguments (1)
- real-time (1)
- real-time application (1)
- real-time mapping (1)
- real-walking (1)
- reconfiguration (1)
- reference (1)
- referential effectiveness (1)
- regression (1)
- regular language (1)
- regulation (1)
- rekonfigurierbar (1)
- relevance (1)
- reliability analysis (1)
- reliability assessment (1)
- repair (1)
- resources (1)
- restricted parallelism (1)
- risk analysis (1)
- robust ICA (1)
- robuste ICA (1)
- safety (1)
- satisfiability (1)
- scheduling (1)
- secondary computer science education (1)
- segmentation (1)
- selbstanpassendes Multiprozessorsystem (1)
- selective fault tolerance (1)
- self-checking (1)
- semantic domain modeling (1)
- semantic web (1)
- semantische Domänenmodellierung (1)
- sensitivity (1)
- service composition (1)
- shader (1)
- simplicity (1)
- single event transients (1)
- single event upsets (1)
- single-event transient (1)
- single-trial-analysis (1)
- site-specific weed management (1)
- skeletonization (1)
- sleep quality (1)
- smart farming (1)
- smartphone (1)
- software-based cache coherence (1)
- space missions (1)
- speed independence (1)
- stable model semantics (1)
- state complexity (1)
- static analysis (1)
- static prediction games (1)
- strahleninduzierte Einzelereignis-Effekte (1)
- strong equivalence (1)
- structured output prediction (1)
- strukturierte Vorhersage (1)
- study problems (1)
- stylization (1)
- sufficiency (1)
- suicidal ideations (1)
- supply chains (1)
- support vector machines (1)
- synthesis (1)
- tableau calculi (1)
- tactic (1)
- teachers (1)
- teaching (1)
- technical notes and rapid communications (1)
- tele-teaching (1)
- temporary binding (1)
- terrain models (1)
- test (1)
- test response compaction (1)
- textures (1)
- theory (1)
- theory of computation (1)
- timing (1)
- tools (1)
- tools for teaching (1)
- topics (1)
- touch input (1)
- tptp (1)
- transformation (1)
- transient Faults (1)
- transient analysis (1)
- triangulated irregular networks (1)
- triple modular redundancy (1)
- tutorial section (1)
- unfounded sets (1)
- user experience (1)
- video annotation (1)
- virtual 3D city model (1)
- virtual 3D city models (1)
- virtual machine (1)
- virtuelle 3D-Stadtmodelle (1)
- visualization (1)
- weather extremes (1)
- wheat crops (1)
- work productivity (1)
- workflow management (1)
- yellow rust (1)
- zero-aliasing (1)
- überbestimmte ICA (1)
Institute
- Institut für Informatik und Computational Science (798)
- Hasso-Plattner-Institut für Digital Engineering gGmbH (16)
- Extern (4)
- Institut für Physik und Astronomie (2)
- Department Erziehungswissenschaft (1)
- Department Linguistik (1)
- Fachgruppe Betriebswirtschaftslehre (1)
- Institut für Biochemie und Biologie (1)
- Potsdam Institute for Climate Impact Research (PIK) e. V. (1)
- Wirtschaftswissenschaften (1)
This study investigates the use of pulse stretching (skew-sized) inverters for monitoring the variation of count rate and linear energy transfer (LET) of energetic particles. The basic particle detector is a cascade of two pulse stretching inverters, and the required sensing area is obtained by connecting up to 12 two-inverter cells in parallel and employing the required number of parallel arrays. The incident particles are detected as single-event transients (SETs), whereby the SET count rate denotes the particle count rate, while the SET pulsewidth distribution depicts the LET variations. The advantage of the proposed solution is the possibility to sense the LET variations using fully digital processing logic. SPICE simulations conducted on IHP's 130-nm CMOS technology have shown that the SET pulsewidth varies by approximately 550 ps over the LET range from 1 to 100 MeV center dot cm(2) center dot mg(-1). The proposed detector is intended for triggering the fault-tolerant mechanisms within a self-adaptive multiprocessing system employed in space. It can be implemented as a standalone detector or integrated in the same chip with the target system.
The intensity of cosmic radiation may differ over five orders of magnitude within a few hours or days during the Solar Particle Events (SPEs), thus increasing for several orders of magnitude the probability of Single Event Upsets (SEUs) in space-borne electronic systems. Therefore, it is vital to enable the early detection of the SEU rate changes in order to ensure timely activation of dynamic radiation hardening measures. In this paper, an embedded approach for the prediction of SPEs and SRAM SEU rate is presented. The proposed solution combines the real-time SRAM-based SEU monitor, the offline-trained machine learning model and online learning algorithm for the prediction. With respect to the state-of-the-art, our solution brings the following benefits: (1) Use of existing on-chip data storage SRAM as a particle detector, thus minimizing the hardware and power overhead, (2) Prediction of SRAM SEU rate one hour in advance, with the fine-grained hourly tracking of SEU variations during SPEs as well as under normal conditions, (3) Online optimization of the prediction model for enhancing the prediction accuracy during run-time, (4) Negligible cost of hardware accelerator design for the implementation of selected machine learning model and online learning algorithm. The proposed design is intended for a highly dependable and self-adaptive multiprocessing system employed in space applications, allowing to trigger the radiation mitigation mechanisms before the onset of high radiation levels.
In control theory, to solve a finite-horizon sequential decision problem (SDP) commonly means to find a list of decision rules that result in an optimal expected total reward (or cost) when taking a given number of decision steps. SDPs are routinely solved using Bellman's backward induction. Textbook authors (e.g. Bertsekas or Puterman) typically give more or less formal proofs to show that the backward induction algorithm is correct as solution method for deterministic and stochastic SDPs. Botta, Jansson and Ionescu propose a generic framework for finite horizon, monadic SDPs together with a monadic version of backward induction for solving such SDPs. In monadic SDPs, the monad captures a generic notion of uncertainty, while a generic measure function aggregates rewards. In the present paper, we define a notion of correctness for monadic SDPs and identify three conditions that allow us to prove a correctness result for monadic backward induction that is comparable to textbook correctness proofs for ordinary backward induction. The conditions that we impose are fairly general and can be cast in category-theoretical terms using the notion of Eilenberg-Moore algebra. They hold in familiar settings like those of deterministic or stochastic SDPs, but we also give examples in which they fail. Our results show that backward induction can safely be employed for a broader class of SDPs than usually treated in textbooks. However, they also rule out certain instances that were considered admissible in the context of Botta et al. 's generic framework. Our development is formalised in Idris as an extension of the Botta et al. framework and the sources are available as supplementary material.
In this paper, we present a study comparing the depth to diameter (d/D) ratio of small simple craters (200-1000 m) of an area between -88.5 degrees to -90 degrees latitude at the lunar south pole containing Permanent Shadowed Regions (PSRs) versus craters without PSRs. As PSRs can reach temperatures of 110 K and are capable of harboring volatiles, especially water ice, we analyzed the relationship of depth versus diameter ratios and its possible implications for harboring water ice. Variations in the d/D ratios can also be caused by other processes such as degradation, isostatic adjustment, or differences in surface properties. The conducted d/D ratio analysis suggests that a differentiation between craters containing PSRs versus craters without PSRs occurs. Thus, a possible direct relation between d/D ratio, PSRs, and water ice harboring might exist. Our results suggest that differences in the target's surface properties may explain the obtained results. The resulting d/D ratios of craters with PSRs can help to select target areas for future In-Situ Resource Utilization (ISRU) missions.
Machine learning for improvement of thermal conditions inside a hybrid ventilated animal building
(2021)
In buildings with hybrid ventilation, natural ventilation opening positions (windows), mechanical ventilation rates, heating, and cooling are manipulated to maintain desired thermal conditions. The indoor temperature is regulated solely by ventilation (natural and mechanical) when the external conditions are favorable to save external heating and cooling energy. The ventilation parameters are determined by a rule-based control scheme, which is not optimal. This study proposes a methodology to enable real-time optimum control of ventilation parameters. We developed offline prediction models to estimate future thermal conditions from the data collected from building in operation. The developed offline model is then used to find the optimal controllable ventilation parameters in real-time to minimize the setpoint deviation in the building. With the proposed methodology, the experimental building's setpoint deviation improved for 87% of time, on average, by 0.53 degrees C compared to the current deviations.
Deep metric learning employs deep neural networks to embed instances into a metric space such that distances between instances of the same class are small and distances between instances from different classes are large. In most existing deep metric learning techniques, the embedding of an instance is given by a feature vector produced by a deep neural network and Euclidean distance or cosine similarity defines distances between these vectors. This paper studies deep distributional embeddings of sequences, where the embedding of a sequence is given by the distribution of learned deep features across the sequence. The motivation for this is to better capture statistical information about the distribution of patterns within the sequence in the embedding. When embeddings are distributions rather than vectors, measuring distances between embeddings involves comparing their respective distributions. The paper therefore proposes a distance metric based on Wasserstein distances between the distributions and a corresponding loss function for metric learning, which leads to a novel end-to-end trainable embedding model. We empirically observe that distributional embeddings outperform standard vector embeddings and that training with the proposed Wasserstein metric outperforms training with other distance functions.
Background:
Pruritus often accompanies chronic skin diseases, exerting considerable burden on many areas of patient functioning; this burden and the features of pruritus remain insufficiently characterized.
Objective:
To investigate characteristics, including localization patterns, and burden of pruritus in patients with chronic dermatoses.
Methods:
We recruited 800 patients with active chronic skin diseases. We assessed pruritus intensity, localization, and further characteristics. We used validated questionnaires to assess quality of life, work productivity and activity impairment, anxiety, depression, and sleep quality.
Results:
Nine out of every 10 patients had experienced pruritus throughout their disease and 73% in the last 7 days. Pruritus often affected the entire body and was not restricted to skin lesions. Patients with moderate to severe pruritus reported significantly more impairment to their sleep quality and work productivity, and they were more depressed and anxious than control individuals and patients with mild or no pruritus. Suicidal ideations were highly prevalent in patients with chronic pruritus (18.5%) and atopic dermatitis (11.8%).
Conclusions:
Pruritus prevalence and intensity are very high across all dermatoses studied; intensity is linked to impairment in many areas of daily functioning. Effective treatment strategies are urgently required to treat pruritus and the underlying skin disease. ( J Am Acad Dermatol 2021;84:691-700.)
Answer set planning
(2022)
Answer Set Planning refers to the use of Answer Set Programming (ASP) to compute plans, that is, solutions to planning problems, that transform a given state of the world to another state. The development of efficient and scalable answer set solvers has provided a significant boost to the development of ASP-based planning systems. This paper surveys the progress made during the last two and a half decades in the area of answer set planning, from its foundations to its use in challenging planning domains. The survey explores the advantages and disadvantages of answer set planning. It also discusses typical applications of answer set planning and presents a set of challenges for future research.
Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types
(2021)
Background:
There is a huge body of scientific literature describing the relation between tumor types and anti-cancer drugs. The vast amount of scientific literature makes it impossible for researchers and physicians to extract all relevant information manually.
Methods:
In order to cope with the large amount of literature we applied an automated text mining approach to assess the relations between 30 most frequent cancer types and 270 anti-cancer drugs. We applied two different approaches, a classical text mining based on named entity recognition and an AI-based approach employing word embeddings. The consistency of literature mining results was validated with 3 independent methods: first, using data from FDA approvals, second, using experimentally measured IC-50 cell line data and third, using clinical patient survival data.
Results:
We demonstrated that the automated text mining was able to successfully assess the relation between cancer types and anti-cancer drugs. All validation methods showed a good correspondence between the results from literature mining and independent confirmatory approaches. The relation between most frequent cancer types and drugs employed for their treatment were visualized in a large heatmap. All results are accessible in an interactive web-based knowledge base using the following link: .
Conclusions:
Our approach is able to assess the relations between compounds and cancer types in an automated manner. Both, cancer types and compounds could be grouped into different clusters. Researchers can use the interactive knowledge base to inspect the presented results and follow their own research questions, for example the identification of novel indication areas for known drugs.
Tropical cyclones range among the costliest disasters on Earth. Their economic repercussions along the supply and trade network also affect remote economies that are not directly affected. We here simulate possible global repercussions on consumption for the example case of Hurricane Sandy in the US (2012) using the shock-propagation model Acclimate. The modeled shock yields a global three-phase ripple: an initial production demand reduction and associated consumption price decrease, followed by a supply shortage with increasing prices, and finally a recovery phase. Regions with strong trade relations to the US experience strong magnitudes of the ripple. A dominating demand reduction or supply shortage leads to overall consumption gains or losses of a region, respectively. While finding these repercussions in historic data is challenging due to strong volatility of economic interactions, numerical models like ours can help to identify them by approaching the problem from an exploratory angle, isolating the effect of interest. For this, our model simulates the economic interactions of over 7000 regional economic sectors, interlinked through about 1.8 million trade relations. Under global warming, the wave-like structures of the economic response to major hurricanes like the one simulated here are likely to intensify and potentially overlap with other weather extremes.