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- events (11)
- evidentiality (11)
- exhumation (11)
- exposure (11)
- fatty acids (11)
- feedback (11)
- fluorescence microscopy (11)
- fluorescent probes (11)
- galaxies: ISM (11)
- galaxies: high-redshift (11)
- gamma rays: stars (11)
- geochronology (11)
- gravitational waves (11)
- hysteresis (11)
- identification (11)
- image processing (11)
- individual-based model (11)
- infants (11)
- ion mobility spectrometry (11)
- lakes (11)
- lamin (11)
- landslide (11)
- late bilinguals (11)
- lidar (11)
- literature review (11)
- local adaptation (11)
- local government (11)
- metabarcoding (11)
- metathesis (11)
- microcystin (11)
- microplastics (11)
- monsoon (11)
- palaeogenomics (11)
- phosphorus (11)
- photocatalysis (11)
- photoluminescence (11)
- plasmas (11)
- public management (11)
- rape (11)
- regional history (11)
- rehabilitation (11)
- renewable energy (11)
- retrieval (11)
- ring-opening polymerization (11)
- salivary gland (11)
- simulations (11)
- social cognition (11)
- speech and language therapy (11)
- speech production (11)
- stars: winds (11)
- sulfur (11)
- transfer (11)
- vegetation (11)
- water balance (11)
- Aimé Bonpland (10)
- Anxiety (10)
- Apis mellifera (10)
- Archiv (10)
- Atmosphäre (10)
- Big Data (10)
- Bilingualismus (10)
- Blockchain (10)
- Briefedition und -korrespondenz (10)
- Centrosome (10)
- Christentum (10)
- Cortisol (10)
- Database (10)
- Datenschutz (10)
- Deutsche Literatur der Frühen Neuzeit (10)
- Diatoms (10)
- Doping (10)
- Drama (10)
- Eastern Europe (10)
- Electromyography (10)
- FGF21 (10)
- Finanzkrise (10)
- Franconia (10)
- Franken (10)
- GDR (10)
- Genetics (10)
- Great Britain (10)
- Großbritannien (10)
- Hasso-Plattner-Institut (10)
- Indien (10)
- Inflammation (10)
- Intertextualität (10)
- Intervention (10)
- Inversion (10)
- Ion mobility spectrometry (10)
- Ionic liquids (10)
- Japan (10)
- Kant (10)
- Kinetics (10)
- Kolumbien (10)
- Korruption (10)
- Kuba (10)
- Künstliche Intelligenz (10)
- Manganese (10)
- Mars (10)
- MiSpEx (10)
- Militär / Geschichte (10)
- Model (10)
- Modelling (10)
- Myodes glareolus (10)
- Narcissism (10)
- Naturgefahren (10)
- Nichtlineare Dynamik (10)
- Numerical cognition (10)
- Ostracoda (10)
- Paleoclimate (10)
- Paläoklima (10)
- Pflanzengeographie (10)
- Phylogeny (10)
- Physical activity (10)
- Physik (10)
- Pleistocene (10)
- Polizeisoziologie (10)
- Privacy (10)
- Privatisierung (10)
- Quality of life (10)
- Reflexionskompetenz (10)
- Resilience (10)
- Rhetorik (10)
- Schulforschung (10)
- Sociology (10)
- Southeast Asia (10)
- Stability (10)
- Stoffwechsel (10)
- Strategie (10)
- Sun: photosphere (10)
- Terrorismus (10)
- Türkei (10)
- United Nations (10)
- Wilhelm von Humboldt (10)
- X-ray diffraction (10)
- Zeitreihenanalyse (10)
- Zentralasien (10)
- accountability (10)
- atomic force microscopy (10)
- back pain (10)
- biophysics (10)
- carbon nitride (10)
- chaos (10)
- child (10)
- climate change adaptation (10)
- cluster expansion (10)
- clustering (10)
- co-citation analysis (10)
- community (10)
- complex networks (10)
- complexity (10)
- correlation (10)
- crisis (10)
- crystallization (10)
- cue-based retrieval (10)
- culture (10)
- diatoms (10)
- discourse analysis (10)
- elderly (10)
- exhaustivity (10)
- expression (10)
- extreme events (10)
- fitness (10)
- food (10)
- frequency (10)
- freshwater (10)
- gamma rays: ISM (10)
- gamma-ray burst: general (10)
- gene (10)
- genomics (10)
- grazing (10)
- human capital (10)
- human rights (10)
- immigration (10)
- ionic liquid (10)
- justice sensitivity (10)
- language production (10)
- leadership (10)
- light pollution (10)
- living cells (10)
- luminescence (10)
- magnetosphere (10)
- manganese (10)
- masked priming (10)
- mental arithmetic (10)
- metabolic syndrome (10)
- methodology (10)
- microsatellites (10)
- middle childhood (10)
- mitigation (10)
- molybdenum cofactor (10)
- movement ecology (10)
- nonlinear dynamics (10)
- numerische Modellierung (10)
- operational momentum (10)
- peptide (10)
- peptides (10)
- phenotypic plasticity (10)
- phosphorylation (10)
- plasma (10)
- postural control (10)
- potassium (10)
- privacy (10)
- productivity (10)
- protein folding (10)
- quantum dots (10)
- representation (10)
- ruthenium (10)
- scene viewing (10)
- second language (10)
- senescence (10)
- stars (10)
- stars: AGB and post-AGB (10)
- statistics (10)
- strength (10)
- surface plasmon resonance (10)
- systematic literature review (10)
- taxonomy (10)
- techniques: imaging spectroscopy (10)
- techniques: photometric (10)
- technology (10)
- training load (10)
- water quality (10)
- öffentliche Verwaltung (10)
- α-amylase/trypsin inhibitors (10)
- 20th century (9)
- ADHD (9)
- Albert (9)
- Algorithms (9)
- Antarctica (9)
- Astronomie (9)
- BPMN (9)
- Bacteria (9)
- Bildungswissenschaften (9)
- Biogeography (9)
- Brachionus calyciflorus (9)
- Camus (9)
- Cauchy problem (9)
- Chaos (9)
- Cold War (9)
- Coordination (9)
- Coping (9)
- Deep Learning (9)
- Design Thinking (9)
- Diskussion-Unterricht (9)
- East Germany (9)
- Ecuador (9)
- Entwicklungszusammenarbeit (9)
- Ernährung (9)
- Eye tracking (9)
- Fragmentation (9)
- Frauen (9)
- Geographie-Didaktik (9)
- Geographie-Studium (9)
- Geographie-Unterricht (9)
- Gold (9)
- Hasso Plattner Institute (9)
- Himalayas (9)
- Holozän (9)
- ISM: structure (9)
- Indian summer monsoon (9)
- Infancy (9)
- Information structure (9)
- Insulin resistance (9)
- Interactional Linguistics (9)
- Kartographie (9)
- Konstruktivismus (9)
- Konversationsanalyse (9)
- Kooperation (9)
- Language (9)
- Lidar (9)
- Mass spectrometry (9)
- Metabolomics (9)
- Metzler Handbuch 2.0 (9)
- Modell (9)
- Modernisierung (9)
- Morphology (9)
- Naturwissenschaft (9)
- Netzwerke (9)
- Oxidative stress (9)
- PHREEQC (9)
- Paris Agreement (9)
- Pregnancy (9)
- Principal component analysis (9)
- Prosodie (9)
- Protein (9)
- Public Management (9)
- Quaternary (9)
- Randomized controlled trial (9)
- Rezeptionsgeschichte (9)
- Russian (9)
- SAXS (9)
- Schulentwicklung (9)
- Selen (9)
- Soil (9)
- Sprachverarbeitung (9)
- Statistical seismology (9)
- Strategies (9)
- Subduction (9)
- Sun: chromosphere (9)
- Sustainability (9)
- Synthetic methods (9)
- Systembiologie (9)
- Theologie (9)
- Theorie (9)
- Transkriptionsfaktoren (9)
- Translation (9)
- Ukraine (9)
- Umweltschutz (9)
- Verhalten (9)
- Vesikel (9)
- Visualization (9)
- Vorhersage (9)
- Wave propagation (9)
- Weiterbildung (9)
- Weltbegriff (9)
- Weltbewusstsein (9)
- Wissensmanagement (9)
- World Bank (9)
- adipose tissue (9)
- administration (9)
- adolescent (9)
- allometry (9)
- antibody (9)
- authoritarianism (9)
- biofilm (9)
- biomineralization (9)
- block copolymer (9)
- business process management (9)
- cardiovascular disease (9)
- cell adhesion (9)
- charge transfer (9)
- chromatin (9)
- clefts (9)
- comparison (9)
- conservation genetics (9)
- coronary artery disease (9)
- cosmology: observations (9)
- cultural science (9)
- dark ages, reionization, first stars (9)
- decision making (9)
- deutsche Außenpolitik (9)
- diet (9)
- digital health (9)
- disturbance (9)
- dopamine (9)
- ecosystems (9)
- educational sciences (9)
- efficiency (9)
- electron transfer (9)
- elliptic operators (9)
- embodiment (9)
- ethnicity (9)
- executive function (9)
- executive functions (9)
- films (9)
- flexibility (9)
- forest management (9)
- galaxies: interactions (9)
- geophysics (9)
- gold nanoparticles (9)
- hybridization (9)
- inclusive education (9)
- inhibition (9)
- insect (9)
- intelligence (9)
- international organizations (9)
- isometric muscle action (9)
- kitchen (9)
- kitchen culture (9)
- locality (9)
- membrane (9)
- methods (9)
- microscopy (9)
- moderne jüdische Geschichte (9)
- mtDNA (9)
- organic chemistry (9)
- organization (9)
- osteoporosis (9)
- overweight (9)
- perpetration (9)
- persistence (9)
- phylogeography (9)
- physiology (9)
- polyunsaturated fatty acids (9)
- polyzwitterion (9)
- population (9)
- preparedness (9)
- preview benefit (9)
- professional development (9)
- proteomics (9)
- public health (9)
- race (9)
- reactive transport (9)
- reinforcement learning (9)
- relation historique (9)
- resources (9)
- responses (9)
- sea-level rise (9)
- seed dispersal (9)
- selection (9)
- self-esteem (9)
- self-regulation (9)
- sexual scripts (9)
- signal transduction (9)
- site effects (9)
- skills (9)
- slavic countries (9)
- social inclusion (9)
- soil (9)
- spatial-numerical associations (9)
- species richness (9)
- starch metabolism (9)
- stars: rotation (9)
- structure (9)
- surface chemistry (9)
- surface modification (9)
- suspended sediment (9)
- teaching (9)
- techniques: polarimetric (9)
- virtual reality (9)
- visualization (9)
- waves (9)
- weather (9)
- Öffentliche Verwaltung (9)
- 1814-1831 (8)
- ACT-R (8)
- AFLP (8)
- Alcohol dependence (8)
- Anatolia (8)
- Anpassung (8)
- Arbeitsgedächtnis (8)
- Arenes (8)
- Assessment (8)
- Astrophysik (8)
- Australien (8)
- Austria (8)
- BMI (8)
- Biographie (8)
- Biomaterial (8)
- Biophysik (8)
- Bombina bombina (8)
- Brownian motion (8)
- Bürgerbeteiligung (8)
- Campylomormyrus (8)
- Carbohydrates (8)
- Childhood (8)
- Colombia (8)
- Competition (8)
- Computational modeling (8)
- Connectivity (8)
- Cosmogenic nuclides (8)
- DFT calculations (8)
- Datenintegration (8)
- Deformation (8)
- Degradation (8)
- Dezentralisierung (8)
- Direct electron transfer (8)
- Discussion (8)
- Diskursanalyse (8)
- E-Government (8)
- E. coli (8)
- East Africa (8)
- Ecology (8)
- Ecosystem services (8)
- Emotionen (8)
- Englischunterricht (8)
- Enthusiasmus (8)
- Epigenetics (8)
- Erinnerungskultur (8)
- Fluoreszenz (8)
- Foreign policy (8)
- Forschungsdatenmanagement (8)
- Forschungskolleg (8)
- Forschungsprojekte (8)
- Friedrich Wilhelm III. (8)
- Future SOC Lab (8)
- Galaxien (8)
- Geochronology (8)
- Geography Education (8)
- Geschlecht (8)
- Geschäftsprozessmanagement (8)
- Grammatik (8)
- Gravitationswellen (8)
- Holocaust (8)
- Human Rights (8)
- In-Memory Technologie (8)
- Individual differences (8)
- Information Structure (8)
- Interaktion (8)
- Internationale Beziehungen (8)
- Inverse theory (8)
- Johann Gottfried Herder (8)
- Jugendforschung (8)
- Kapitalismus (8)
- Klausurtagung (8)
- Klimaanpassung (8)
- Kohlenstoff (8)
- Komplexität (8)
- Korrespondenz (8)
- Krise (8)
- Kulturvergleich (8)
- Landsat (8)
- Landslide (8)
- Last Glacial Maximum (8)
- Latein (8)
- Lateinunterricht (8)
- Lepus europaeus (8)
- Ludwig Leichhardt (8)
- MOOCs (8)
- Mannheim Study of Children at Risk (8)
- Menschenrecht (8)
- Metabolism (8)
- Microtus arvalis (8)
- Mikrobiologie (8)
- Mobilität (8)
- Moderne (8)
- Monitoring (8)
- Movement (8)
- Multicore Architekturen (8)
- Namibia (8)
- Nutrition (8)
- Optimization (8)
- Overweight (8)
- PCA (8)
- PUFA (8)
- Patterns (8)
- Phosphorus (8)
- Photochemie (8)
- Photosynthese (8)
- Phytoplankton (8)
- Polyelektrolyt (8)
- Polyelektrolyte (8)
- Prediction (8)
- Prevention (8)
- Realpolitik (8)
- Recht (8)
- Security (8)
- Semantik (8)
- Sentence comprehension (8)
- Service-oriented Systems Engineering (8)
- Sphingolipids (8)
- Sport (8)
- Sprachkontakt (8)
- Subduktion (8)
- Sun: filaments, prominences (8)
- Systemtheorie (8)
- TAVI (8)
- Tacitus (8)
- Tectonics (8)
- Theoretical calculations (8)
- Thermokarst (8)
- Through-space NMR shieldings (TSNMRS) (8)
- Validation (8)
- Verwaltungsreform (8)
- Vitamin A (8)
- Wahlen (8)
- X-ray refraction (8)
- X-ray structure (8)
- Younger Dryas (8)
- Zeitgenossen (8)
- Zentraleuropa (8)
- Zooplankton (8)
- acceleration (8)
- acculturation (8)
- algae (8)
- alien species (8)
- amerikanische Reisetagebücher (8)
- arithmetic (8)
- astrophysics (8)
- attitude (8)
- attitudes (8)
- auxin (8)
- bicameralism (8)
- biomaterial (8)
- brain (8)
- cAMP (8)
- carbon cycle (8)
- cardiovascular diseases (8)
- cells (8)
- chemistry (8)
- chemotaxis (8)
- chronic kidney disease (8)
- climate impacts (8)
- climate variability (8)
- cloud (8)
- coherence (8)
- competence (8)
- complex systems (8)
- consistency (8)
- control (8)
- convection (8)
- conversation analysis (8)
- cortisol (8)
- cytotoxicity (8)
- data integration (8)
- data profiling (8)
- density functional calculations (8)
- dielectrophoresis (8)
- digitale Medien (8)
- dissociative electron attachment (8)
- distribution (8)
- electrospinning (8)
- energy (8)
- energy policy (8)
- energy storage (8)
- enzymes (8)
- ethics (8)
- experiments (8)
- feminism (8)
- fiscal policy (8)
- flow (8)
- food web (8)
- force (8)
- fractional Brownian motion (8)
- galaxies (8)
- gamma-rays: galaxies (8)
- gender differences (8)
- genetics (8)
- geochemistry (8)
- grain size (8)
- home range (8)
- human behaviour (8)
- human physical conditioning (8)
- hypertension (8)
- imaging (8)
- immobilization (8)
- inference (8)
- injury risk (8)
- instability (8)
- institutions (8)
- insurance (8)
- isomerization (8)
- land use change (8)
- landscape of fear (8)
- language contact (8)
- light (8)
- major depressive disorder (8)
- malnutrition (8)
- mathematical modeling (8)
- mathematische Modellierung (8)
- meaning (8)
- measurement (8)
- mechanisms (8)
- mechanobiology (8)
- media violence (8)
- membranes (8)
- metabolite profiling (8)
- methane (8)
- microfluidics (8)
- microstructure (8)
- military (8)
- mobility (8)
- modality (8)
- morphological processing (8)
- motor control (8)
- muscle (8)
- music (8)
- nanocomposite (8)
- narcissism (8)
- natural language processing (8)
- natural products (8)
- neuroplasticity (8)
- noise (8)
- nuclear envelope (8)
- nuclear lamina (8)
- numerical relativity (8)
- numerical simulation (8)
- outflows (8)
- parliamentary government (8)
- perceptual span (8)
- phonological awareness (8)
- physics (8)
- plankton (8)
- plasmonics (8)
- polarization (8)
- policy (8)
- polyelectrolyte (8)
- production control (8)
- programming (8)
- pronouns (8)
- propensity score matching (8)
- psychotherapy training (8)
- public sector (8)
- quality (8)
- quality assurance (8)
- quantification (8)
- quasars: general (8)
- reanalysis (8)
- recombination (8)
- reproducibility (8)
- residual stress (8)
- restoration (8)
- risk perception (8)
- rotation (8)
- sedimentary ancient DNA (8)
- snow (8)
- solar cells (8)
- spatial frequencies (8)
- stars: activity (8)
- stars: emission-line, Be (8)
- stars: kinematics and dynamics (8)
- sustainable development (8)
- teaching quality (8)
- thermokarst (8)
- time series (8)
- time-series (8)
- tracking (8)
- treeline (8)
- trends (8)
- trust (8)
- ultrafast (8)
- urbanization (8)
- ventral striatum (8)
- verification (8)
- vitamin A (8)
- wh-questions (8)
- work (8)
- yellow flags (8)
- Abrüstung (7)
- Algeria (7)
- Anisotropy (7)
- Antike (7)
- Antisemitismus (7)
- Apoptosis (7)
- Aromaticity (7)
- Balance (7)
- Bewegung (7)
- Blockcopolymere (7)
- Botanik (7)
- Brasilien (7)
- C. elegans (7)
- CO2 (7)
- COVID-19 pandemic (7)
- Capsella (7)
- Clusteranalyse (7)
- Complex networks (7)
- Complexity (7)
- Crustal structure (7)
- Cytotoxicity (7)
- DNA damage (7)
- DNA radiation damage (7)
- Decision-making (7)
- Dekonstruktion (7)
- Democracy (7)
- Demokratisierung (7)
- Design (7)
- Deutschdidaktik (7)
- Diabetes (7)
- Digitale Plattformen (7)
- Dirac operator (7)
- Diskriminierung (7)
- Diskurs (7)
- Disturbance (7)
- East African Rift System (7)
- Egypt (7)
- Emulsion (7)
- Erziehungswissenschaften (7)
- Eurokrise (7)
- Eutrophication (7)
- Fokus (7)
- Forschendes Lernen (7)
- Forschungsreisen (7)
- Freiheit (7)
- Föderalismus (7)
- Führung (7)
- Geochemistry (7)
- Geopolitik (7)
- Georgien (7)
- Gesundheit (7)
- Global change (7)
- Greenland (7)
- Groundwater (7)
- Herrschaft (7)
- Hertzsprung-Russell and C-M diagrams (7)
- Higher education (7)
- Humboldt Digital Library (7)
- Humboldtian Science (7)
- Indian Summer Monsoon (7)
- Inspiration (7)
- Interaction (7)
- Interest (7)
- Interoception (7)
- Italien (7)
- Japanese (7)
- K-theory (7)
- Kalman filter (7)
- Kalter Krieg (7)
- Kiezdeutsch (7)
- Klimaschutz (7)
- Klimaänderung (7)
- Kompetenzen (7)
- Krieg (7)
- LCSM (7)
- Land use change (7)
- Landnutzung (7)
- Landschaftsmalerei (7)
- Landwirtschaft (7)
- Leadership (7)
- Leguminosae (7)
- Lehrer (7)
- LiDAR (7)
- Logik (7)
- Longitudinal study (7)
- Low German (7)
- Lumineszenz (7)
- Machtpolitik (7)
- Magnetismus (7)
- Massenspektrometrie (7)
- Mekong Delta (7)
- Memory (7)
- Microtubules (7)
- Molecular dynamics (7)
- Molecularly imprinted polymers (7)
- Molybdenum cofactor (7)
- Mongolia (7)
- Monsoon (7)
- Monsun (7)
- Mortality (7)
- Muscle strength (7)
- Musik (7)
- Musikunterricht (7)
- NICS (7)
- Nachlass (7)
- Nanostruktur (7)
- Naturgeschichte (7)
- Naturphilosophie (7)
- Naturschutz (7)
- Neoliberalismus (7)
- Neotektonik (7)
- Netzwerk (7)
- Niederdeutsch (7)
- Norway (7)
- Nutrients (7)
- O-antigen (7)
- PBPK (7)
- Palaeoclimate (7)
- Paleolimnology (7)
- Paläoklimatologie (7)
- Palästina (7)
- Parteien (7)
- Perception (7)
- Phylogeography (7)
- Polymerchemie (7)
- Polymers (7)
- Praxissemester (7)
- Prevalence (7)
- Professionsorientierung (7)
- Prozessmodellierung (7)
- Prunus avium L. (7)
- Pseudomonas aeruginosa (7)
- RIXS (7)
- Reading motivation (7)
- Regulierung (7)
- Remote sensing (7)
- Resistance training (7)
- Resozialisierung (7)
- Return to work (7)
- Rheologie (7)
- Risiko (7)
- Seasonality (7)
- Security Policy (7)
- Smalltalk (7)
- Soil moisture (7)
- Solanaceae (7)
- Sprachwandel (7)
- Sprachwissenschaft (7)
- Starch metabolism (7)
- Steuerung (7)
- Stickstoff (7)
- Survey (7)
- Svalbard (7)
- Switzerland (7)
- Synthesis (7)
- Südafrika (7)
- Tagebuch (7)
- Taxonomy (7)
- Teacher training (7)
- Theory (7)
- Tien Shan (7)
- Time series analysis (7)
- Tolkien (7)
- Transfer (7)
- Twitter (7)
- Uncertainty (7)
- Unsicherheit (7)
- Unsicherheiten (7)
- Vegetation (7)
- Verwaltungsmodernisierung (7)
- Vietnamese (7)
- Vulnerabilität (7)
- Walking (7)
- Wasser (7)
- Water (7)
- Water quality (7)
- X-rays: ISM (7)
- Youth (7)
- Zinc (7)
- Zivilgesellschaft (7)
- academic achievement (7)
- acquisition (7)
- age of acquisition (7)
- aggregation (7)
- air pollution (7)
- algorithms (7)
- alignment (7)
- allostatic load (7)
- amino acids (7)
- amygdala (7)
- anthropometry (7)
- arctic (7)
- articulation (7)
- augmented reality (7)
- autonomy (7)
- bias (7)
- binaries: eclipsing (7)
- biogenic amines (7)
- birth weight (7)
- business processes (7)
- bystander (7)
- calibration (7)
- catalogs (7)
- cellulose (7)
- change (7)
- charge generation (7)
- children and adolescents (7)
- circadian clock (7)
- circulation (7)
- circumstellar matter (7)
- cities (7)
- classical reception (7)
- climate-change mitigation (7)
- coastal erosion (7)
- cognitive development (7)
- colonialism (7)
- community ecology (7)
- complexes (7)
- computer games (7)
- corruption (7)
- cyber aggression (7)
- data (7)
- databases (7)
- defense (7)
- density (7)
- depressive symptoms (7)
- developmental dyscalculia (7)
- dietary patterns (7)
- discrepancy principle (7)
- duplicate detection (7)
- dust (7)
- ecological modelling (7)
- ecosystem functioning (7)
- effectiveness (7)
- ensemble Kalman filter (7)
- enzyme (7)
- enzyme catalysis (7)
- eutrophication (7)
- exercise therapy (7)
- extinction (7)
- extraction (7)
- extreme rainfall (7)
- fiction (7)
- first passage time (7)
- flood (7)
- floodplain (7)
- fluorescence correlation spectroscopy (7)
- food webs (7)
- function (7)
- functional magnetic resonance imaging (7)
- galaxies: dwarf (7)
- galaxies: starburst (7)
- gene flow (7)
- global (7)
- global warming (7)
- graphene (7)
- gravity (7)
- habitat (7)
- heart (7)
- heterogeneous catalysis (7)
- holocene (7)
- human impact (7)
- hydrolysis (7)
- ideology (7)
- imaging spectroscopy (7)
- income (7)
- infrared: stars (7)
- insula (7)
- international law (7)
- interoceptive awareness (7)
- isotopes (7)
- jumping (7)
- kardiologische Rehabilitation (7)
- kinematics (7)
- knowledge (7)
- land-use change (7)
- last glacial maximum (7)
- law (7)
- life history (7)
- lipid metabolism (7)
- low-energy electrons (7)
- magnetism (7)
- manifolds with singularities (7)
- memory retrieval (7)
- mental disorders (7)
- metaanalysis (7)
- metabolic networks (7)
- metaphor (7)
- miRNA (7)
- microbial ecology (7)
- microtubules (7)
- minerals (7)
- mixed methods (7)
- modern Jewish history (7)
- moment tensor (7)
- myocardial infarction (7)
- nanostructure (7)
- neotectonics (7)
- neutron diffraction (7)
- next generation sequencing (7)
- nitrogen deposition (7)
- nonergodicity (7)
- nucleus (7)
- number (7)
- numerical simulations (7)
- openHPI (7)
- organic matter (7)
- organic photovoltaics (7)
- orthography (7)
- oscillations (7)
- oxygen (7)
- pH (7)
- pain (7)
- palaeoecology (7)
- paleoecology (7)
- pandemic (7)
- parafoveal processing (7)
- parameter estimation (7)
- parents (7)
- pathogens (7)
- phase transition (7)
- phase transitions (7)
- phenomenology (7)
- photoelectron spectroscopy (7)
- planetary nebulae: general (7)
- planets and satellites: rings (7)
- plant diversity (7)
- plyometric training (7)
- pollution (7)
- polyelectrolytes (7)
- porous materials (7)
- predator-prey dynamics (7)
- presidential government (7)
- production (7)
- pronoun resolution (7)
- prosodic boundary cues (7)
- proteasome (7)
- protection (7)
- pseudodifferential operators (7)
- pulsars: general (7)
- racism (7)
- radiocarbon (7)
- reconstruction (7)
- reduction (7)
- repair (7)
- retinol (7)
- rheology (7)
- roughness (7)
- scale development (7)
- screening (7)
- secular trend (7)
- sediment transport (7)
- seismic hazard (7)
- serotonin (7)
- shape-memory effect (7)
- sharing economy (7)
- silicon (7)
- size (7)
- soccer (7)
- social rejection (7)
- social support (7)
- socioeconomic status (7)
- software engineering (7)
- soil erosion (7)
- solar wind (7)
- sorption (7)
- speciation (7)
- spelling (7)
- stabile Isotope (7)
- standardization (7)
- stars: late-type (7)
- structure elucidation (7)
- sunspots (7)
- surfactants (7)
- surveillance (7)
- tVNS (7)
- taste (7)
- techniques: image processing (7)
- thermoresponsiv (7)
- thermoresponsive polymers (7)
- tomato (7)
- tomography (7)
- tools (7)
- topography (7)
- trunk (7)
- ultrafast dynamics (7)
- ultrasound (7)
- uncertainty analysis (7)
- unemployment (7)
- uplift (7)
- variation (7)
- vesicles (7)
- video analysis (7)
- wh-in-situ (7)
- working memory capacity (7)
- world literature (7)
- youth sports (7)
- Ästhetik (7)
- öffentlicher Sektor (7)
- 1800 (6)
- 3D (6)
- 3D visualization (6)
- AFM (6)
- Absorption (6)
- Acceleration (6)
- Adhäsion (6)
- Ageing (6)
- Agency (6)
- Alaska (6)
- Alps (6)
- Anisotropy effect (6)
- Antibiotikaresistenz (6)
- Antikörper (6)
- Antwortmengenprogrammierung (6)
- Aristoteles (6)
- Arsenolipids (6)
- Atomwaffen (6)
- Aufmerksamkeit (6)
- Bakterien (6)
- Bayesian data analysis (6)
- Berühren (6)
- Bewegungsökologie (6)
- Bioelectrocatalysis (6)
- Biogenic amine (6)
- Blockcopolymer (6)
- Boden (6)
- Brief (6)
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- Cardiovascular diseases (6)
- Caribbean (6)
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- Chemotaxis (6)
- Chimborazo (6)
- Chloroplast (6)
- Chytridiomycota (6)
- Click chemistry (6)
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- Computational modelling (6)
- Computerspiele (6)
- Copper (6)
- Cystic fibrosis (6)
- Daniel Kehlmann (6)
- Data assimilation (6)
- Deep learning (6)
- Deutschunterricht (6)
- Dielektrophorese (6)
- Digitale Medien (6)
- Disarmament (6)
- Diversity (6)
- Dynamic NMR (6)
- Dynamik (6)
- EEG/ERP (6)
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- Effizienz (6)
- Ellenberg indicator values (6)
- Eltern (6)
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- Energy (6)
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- H II regions (6)
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- Phenotypic plasticity (6)
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- Power (6)
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- Predictors (6)
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- Psychologie (6)
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- Ring current effect (6)
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- Software (6)
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- Solanum tuberosum (6)
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- abstract concepts (6)
- acid ceramidase (6)
- administrative reform (6)
- admixture (6)
- agreement (6)
- alexithymia (6)
- animal movement (6)
- antioxidants (6)
- apoptosis (6)
- architecture (6)
- assembly (6)
- behaviour (6)
- big data (6)
- biodegradable polymers (6)
- biosensors (6)
- black holes (6)
- blockchain (6)
- body (6)
- bryophytes (6)
- capitalism (6)
- carbon sequestration (6)
- cardiorespiratory fitness (6)
- cartel (6)
- case study (6)
- cell-free protein synthesis (6)
- change detection (6)
- characteristics (6)
- chloroplast (6)
- climate mitigation (6)
- cluster analysis (6)
- co-limitation (6)
- collaboration (6)
- collective memory (6)
- collusion (6)
- community effect (6)
- constraints (6)
- contrast (6)
- coping (6)
- copolymers (6)
- corpus study (6)
- costs (6)
- crisis management (6)
- crown compounds (6)
- crystal-structure (6)
- cultural diversity (6)
- cultural studies (6)
- cyber victimization (6)
- cyber-physical systems (6)
- cyberhate (6)
- cytoskeleton (6)
- design (6)
- development cooperation (6)
- diabetic nephropathy (6)
- dialogue (6)
- diffuse radiation (6)
- digital platforms (6)
- digitale Bildung (6)
- digitale Demokratie (6)
- domestication (6)
- droughts (6)
- dust, extinction (6)
- early warning (6)
- eclogite (6)
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- electrons (6)
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- extension (6)
- eye movement (6)
- fNIRS (6)
- fabrication (6)
- facilitation (6)
- federalism (6)
- fertilization (6)
- financial markets (6)
- first passage (6)
- first-passage time (6)
- flooding (6)
- fluorescent dyes (6)
- foreland basin (6)
- formal semantics (6)
- galaxies: abundances (6)
- galaxy evolution (6)
- gamma-ray astronomy (6)
- gamma-rays: general (6)
- gas (6)
- gelatin (6)
- general relativity (6)
- genes (6)
- geodynamics (6)
- geology (6)
- givenness (6)
- giving-up density (6)
- glutathione peroxidase (6)
- grammar (6)
- habituation (6)
- heart rate variability (6)
- heat (6)
- heat stress (6)
- heterocycles (6)
- history and philosophy of astronomy (6)
- honey bee (6)
- honeybee (6)
- hybrid materials (6)
- hybridization capture (6)
- hydrogen (6)
- hydrologische Modellierung (6)
- impacts (6)
- implicit (6)
- indianische Kunst (6)
- infancy (6)
- infection (6)
- influenza (6)
- information (6)
- injury (6)
- interfaces (6)
- international relations (6)
- internet (6)
- intertextuality (6)
- introgression (6)
- invasive species (6)
- knowledge transfer (6)
- kosmische Strahlung (6)
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- lanthanides (6)
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- ligand (6)
- light scattering (6)
- linagliptin (6)
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- logic (6)
- macrophytes (6)
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- mapping (6)
- maximal isometric Adaptive Force (6)
- mechanism (6)
- melt inclusions (6)
- mental simulation (6)
- metabolites (6)
- methods: analytical (6)
- micelles (6)
- microarray (6)
- microbial activity (6)
- microbial communities (6)
- microbial diversity (6)
- mind wandering (6)
- molecular modeling (6)
- molecular motors (6)
- molecular rods (6)
- multicore architectures (6)
- muscle power (6)
- nanoparticle (6)
- narration (6)
- negation (6)
- network analysis (6)
- neurodegeneration (6)
- neuromuscular control (6)
- new public management (6)
- non-fullerene acceptors (6)
- nonlinear (6)
- nucleation (6)
- numerical development (6)
- optimization (6)
- organic semiconductors (6)
- p53 (6)
- palaeoclimate (6)
- parameters (6)
- pattern formation (6)
- perovskite (6)
- perpetrator (6)
- perturbation (6)
- phenology (6)
- phonetics (6)
- phosphate (6)
- phylogenetic diversity (6)
- picture naming (6)
- piezoelectricity (6)
- planning (6)
- plant (6)
- plants (6)
- political equality (6)
- polypeptide (6)
- polyphenols (6)
- polystyrene (6)
- polyzwitterions (6)
- population density (6)
- porosity (6)
- porous carbon (6)
- postural stability (6)
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- predictability (6)
- preferential flow (6)
- pregnancy (6)
- presupposition (6)
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- process mining (6)
- professional knowledge (6)
- projections (6)
- protein adsorption (6)
- protein-protein interaction (6)
- quantum chemical calculations (6)
- questionnaire (6)
- radical polymerization (6)
- rainfall (6)
- rampage (6)
- randomized controlled trial (6)
- rat (6)
- reciprocal class (6)
- relative index (6)
- reproduction (6)
- research projects (6)
- respiration (6)
- retinol-binding protein 4 (6)
- return to work (6)
- risk assessment (6)
- risk factor (6)
- saccades (6)
- salinity gradient (6)
- scattering (6)
- scrambling (6)
- sedaDNA (6)
- self-concept (6)
- self-healing (6)
- sensitivity analysis (6)
- sensor (6)
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- sex (6)
- silver nanoparticles (6)
- social comparison (6)
- sodium (6)
- software (6)
- software development (6)
- soil organic carbon (6)
- spectra (6)
- speed (6)
- star formation (6)
- stars: horizontal-branch (6)
- stars: magnetic fields (6)
- state (6)
- stimuli-sensitive polymers (6)
- stochastic differential equations (6)
- stroke (6)
- structural equation modeling (6)
- sucrose (6)
- sulfite oxidase (6)
- support vector machine (6)
- surface relief grating (6)
- surgery (6)
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- tailspike protein (6)
- teacher (6)
- teachers (6)
- tendinopathy (6)
- thaliana (6)
- therapist competence (6)
- therapy (6)
- thermodynamics (6)
- tourism (6)
- trade-offs (6)
- training adaptation (6)
- traits (6)
- transcription (6)
- transcriptional memory (6)
- transcriptome (6)
- tundra (6)
- type 2 diabetes mellitus (6)
- typology (6)
- user experience (6)
- vesicle (6)
- visions of democracy (6)
- walking (6)
- water management (6)
- weight loss (6)
- wetlands (6)
- young adults (6)
- zebrafish (6)
- 19th century (5)
- 3D point clouds (5)
- AC electrokinetics (5)
- ALAN (5)
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- Algorithmen (5)
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- Amygdala (5)
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- Atiyah-Patodi-Singer theory (5)
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- Cue-based retrieval (5)
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- Cyanobakterien (5)
- DNS (5)
- DRD4 (5)
- Data profiling (5)
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- Dictyostelium discoideum (5)
- Die Vermessung der Welt (5)
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- Finanzmärkte (5)
- Fire-bellied toad (5)
- Flow cytometry (5)
- Flow-Erleben (5)
- Fluorescence imaging (5)
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- Graph theory (5)
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- Ground reaction force (5)
- Grundwasser (5)
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- Heart rate variability (5)
- Heiner Müller (5)
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- Holding isometric muscle action (5)
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- Imaging (5)
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- Korrosion (5)
- Kunst (5)
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- L2 (5)
- L2 processing (5)
- LCST (5)
- LC–MS/MS (5)
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- confidence (4)
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- covariance (4)
- creep (4)
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- deformation (4)
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- dictator game (4)
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- distributed systems (4)
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- dog (4)
- downscaling (4)
- dropout (4)
- drylands (4)
- dual-process (4)
- dyadic coping (4)
- dye (4)
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- dynamic capabilities (4)
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- edge effect (4)
- effect (4)
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- elliptic operator (4)
- emissions (4)
- emotional expression (4)
- emotional intelligence (4)
- employment policy (4)
- empowerment (4)
- emulsion polymerization (4)
- endophytes (4)
- endurance exercise (4)
- enhancement (4)
- entanglement (4)
- entrepreneurship education (4)
- environmental economics (4)
- environmental filtering (4)
- environmental policy (4)
- equifinality (4)
- errata, addenda (4)
- ethnic differences (4)
- ethnic identity (4)
- evaluative study (4)
- evaporites (4)
- event-related brain potentials (4)
- everyday life (4)
- evolutionary history (4)
- exchange (4)
- exercise intensity (4)
- expansion microscopy (4)
- experimental design (4)
- exploratory-behavior (4)
- extracellular matrix (4)
- eye-movement monitoring (4)
- face perception (4)
- fatty acid metabolism (4)
- fatty-acids (4)
- fault (4)
- faults (4)
- feature selection (4)
- fence ecology (4)
- ferroelectrets (4)
- ferroelectric polymers (4)
- ferroelectricity (4)
- financial crisis (4)
- financial institutions (4)
- finger counting (4)
- fire (4)
- first language acquisition (4)
- first-passage (4)
- fiscal federalism (4)
- fixation durations (4)
- flavonoid (4)
- floral scent (4)
- flower development (4)
- fluctuating light (4)
- fluid inclusions (4)
- focal adhesion (4)
- food neophilia (4)
- formal verification (4)
- forschendes Lernen (4)
- fractional dynamics (4)
- framework (4)
- frequency analysis (4)
- friendship (4)
- frustration (4)
- functional response (4)
- fundamental frequency (4)
- fungi (4)
- galaxies: star formation (4)
- garden-path effect (4)
- gaze-contingent displays (4)
- gene regulatory networks (4)
- genealogy (4)
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- geography (4)
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- group field theory (4)
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- handwriting (4)
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- helical magnetic fields (4)
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- heterostyly (4)
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- holding isometric muscle action (HIMA) (4)
- hormones (4)
- housing (4)
- human-computer interaction (4)
- hybrid (4)
- hybrid perovskites (4)
- hydrological models (4)
- hypoxia (4)
- ill-posed problem (4)
- imitation (4)
- immune system (4)
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- implementation (4)
- implicit attitude (4)
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- individual (4)
- inertial measurement unit (4)
- inflammatory bowel disease (4)
- informatics (4)
- infrastructure (4)
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- insulin signaling (4)
- interactional linguistics (4)
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- job satisfaction (4)
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- karst (4)
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- kidney (4)
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- knickpoint (4)
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- komplexe Systeme (4)
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- lactate (4)
- land-use intensity (4)
- large-scale structure of Universe (4)
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- left periphery (4)
- lexical access (4)
- lexicon (4)
- lichens (4)
- life satisfaction (4)
- lifetime income (4)
- light variability (4)
- line: identification (4)
- linear hypersubstitution (4)
- linear mixed models (4)
- lipidomics (4)
- literacy acquisition (4)
- loading rate (4)
- locomotion (4)
- locus coeruleus (4)
- long-distance dispersal (4)
- low-back-pain (4)
- lower critical solution temperature (4)
- lutein (4)
- lutherische Theologie (4)
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- mammals (4)
- manifold with singularities (4)
- manufacturing (4)
- masculinity (4)
- mass (4)
- mathematics education (4)
- mathematics instruction (4)
- meadow (4)
- measurement invariance (4)
- mechanical tendinous oscillations (4)
- media use (4)
- memory effects (4)
- mesenchymal stem cells (4)
- mesoporous materials (4)
- metabolic engineering (4)
- metabolic regulation (4)
- metabolite (4)
- metadata (4)
- metagenomics (4)
- meteorological drought (4)
- methods: statistical (4)
- methyl orange (4)
- methylene blue (4)
- methylmercury (4)
- miRNAs (4)
- micro-CT (4)
- microRNA (4)
- microlensing (4)
- mid-temperature transition (4)
- mild cognitive impairment (4)
- mitochondrial DNA (4)
- mitosis (4)
- mixtures (4)
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- model-driven engineering (4)
- modular production (4)
- molecular evolution (4)
- molecules (4)
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- mood (4)
- morality (4)
- morphogenesis (4)
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- mowing (4)
- multi-level system (4)
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- multivariate statistics (4)
- muscle oxygen saturation (4)
- music information retrieval (4)
- musikpädagogische Forschung (4)
- n-alkanes (4)
- nachhaltige Chemie (4)
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- neutrinos (4)
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- nominalization (4)
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- non-native speakers (4)
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- noun (4)
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- ocean (4)
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- ontogeny (4)
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- operating systems (4)
- optimal foraging (4)
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- organ size (4)
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- osmotic-pressure (4)
- osteoblast (4)
- other-race effect (4)
- outcomes (4)
- paleoaltimetry (4)
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- paleolimnology (4)
- parafoveal-on-foveal effect (4)
- part 1 (4)
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- parties (4)
- pathway (4)
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- phase (4)
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- phenotyping (4)
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- photoelectron (4)
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- micelle (3)
- microemulsion (3)
- microgel (3)
- micropolitics (3)
- microstructures (3)
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- migrants (3)
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- miniemulsion (3)
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- minimax convergence rates (3)
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- missing-VP effect (3)
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- mittlere Kindheit (3)
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- modal verbs (3)
- modality compatibility (3)
- model coupling (3)
- model transformation (3)
- model uncertainty (3)
- model validation (3)
- modellgetriebene Entwicklung (3)
- modularity (3)
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- molybdenum (3)
- molybdoenzyme (3)
- monetary incentive delay task (3)
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- monomer (3)
- monomers (3)
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- morpho-orthography (3)
- morphological decomposition (3)
- morphological priming (3)
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- poly(A) polymerase (3)
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- stars: (3)
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- ) (2)
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- Institut für Biochemie und Biologie (5434)
- Institut für Physik und Astronomie (5415)
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Proceedings of KogWis 2010 : 10th Biannual Meeting of the German Society for Cognitive Science
(2010)
As the latest biannual meeting of the German Society for Cognitive Science (Gesellschaft für Kognitionswissenschaft, GK), KogWis 2010 at Potsdam University reflects the current trends in a fascinating domain of research concerned with human and artificial cognition and the interaction of mind and brain. The Plenary talks provide a venue for questions of the numerical capacities and human arithmetic (Brian Butterworth), of the theoretical development of cognitive architectures and intelligent virtual agents (Pat Langley), of categorizations induced by linguistic constructions (Claudia Maienborn), and of a cross-level account of the “Self as a complex system“ (Paul Thagard). KogWis 2010 integrates a wealth of experimental research, cognitive modelling, and conceptual analysis in 5 invited symposia, over 150 individual talks, 6 symposia, and more than 40 poster contributions. Some of the invited symposia reflect local and regional strenghts of research in the Berlin-Brandenburg area: the two largests research fields of the university Cognitive Sciences Area of Excellence in Potsdam are represented by an invited symposium on “Information Structure” by the Special Research Area 632 (“Sonderforschungsbereich”, SFB) of the same name, of Potsdam University and Humboldt-University Berlin, and by a satellite conference of the research group “Mind and Brain Dynamics”. The Berlin School of Mind and Brain at Humboldt-University Berlin takes part with an invited symposium on “Decision Making” from a perspective of cognitive neuroscience and philosophy and the DFG Cluster of Excellence “Languages of Emotion” of Free University presents interdisciplinary research results in an invited symposium on “Symbolising Emotions”.
Historischer November in Palästina : Zwei-Staaten-Lösung versus dauerhafte Besatzung durch Israel
(2013)
Der November 2012 wird sicherlich als ein historischer Monat in die palästinensische Geschichte eingehen. Im November begann die israelische Armee mit der gezielten Tötung eines hohen Funktionärs der Hamas einen Luftkrieg gegen den Gazastreifen. Nach acht Tagen wurde Israel durch internationalen Druck gezwungen, einen Waffenstillstand mit der Hamas zu akzeptieren. Einmal mehr zeigte sich, dass der Nahostkonflikt nicht mit militärischer Gewalt zu lösen ist. Dies kann nur mit einer Zwei-Staaten-Lösung erreicht werden, der substanzielle und ehrliche Verhandlungen vorausgehen.
Lamprophyre sind porphyrische, aus Mantelschmelzen gebildete Gesteine, die meist in Form von Gängen auftreten. Sie zeichnen sich durch auffällige und charakteristische texturelle, chemische und mineralogische Eigenschaften aus. Als ehemalige Mantelschmelzen liefern sie Information sowohl über Bedingungen der Schmelzbildung im Mantel als auch über geodynamische Prozesse, die zu metasomatischer Veränderung des Mantels geführt haben. Im Saxothuringikum Mitteleuropas, am Nordrand des Böhmischen Massivs, gibt es zahlreiche Lamprophyrvorkommen, die hier zur Charakterisierung der Mantelentwicklung während der variszischen Orogenese dienen. Die vorliegende Arbeit befaßt sich mit den mineralogischen, geochemischen und isotopischen (Sr-Nd-Pb) Signaturen von spätvariszischen kalkalkalischen Lamprophyren, von postvariszischen ultramafischen Lamprophyren, von Alkalibasalten der Lausitz und, zum Vergleich, von prävariszischen Gabbros. Darüberhinaus nutzt die Arbeit Lithium-Isotopensignaturen kombiniert mit Sr-Nd-Pb–Isotopendaten spätvariszischer kalkalkalischer Lamprophyre aus drei variszischen Domänen (Erzgebirge, Lausitz, Sudeten) zur Erkundung der lokalen Mantelüberprägungen während der variszischen Orogenese.
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.
A central insight from psychological studies on human eye movements is that eye movement patterns are highly individually characteristic. They can, therefore, be used as a biometric feature, that is, subjects can be identified based on their eye movements. This thesis introduces new machine learning methods to identify subjects based on their eye movements while viewing arbitrary content. The thesis focuses on probabilistic modeling of the problem, which has yielded the best results in the most recent literature. The thesis studies the problem in three phases by proposing a purely probabilistic, probabilistic deep learning, and probabilistic deep metric learning approach. In the first phase, the thesis studies models that rely on psychological concepts about eye movements. Recent literature illustrates that individual-specific distributions of gaze patterns can be used to accurately identify individuals. In these studies, models were based on a simple parametric family of distributions. Such simple parametric models can be robustly estimated from sparse data, but have limited flexibility to capture the differences between individuals. Therefore, this thesis proposes a semiparametric model of gaze patterns that is flexible yet robust for individual identification. These patterns can be understood as domain knowledge derived from psychological literature. Fixations and saccades are examples of simple gaze patterns. The proposed semiparametric densities are drawn under a Gaussian process prior centered at a simple parametric distribution. Thus, the model will stay close to the parametric class of densities if little data is available, but it can also deviate from this class if enough data is available, increasing the flexibility of the model. The proposed method is evaluated on a large-scale dataset, showing significant improvements over the state-of-the-art. Later, the thesis replaces the model based on gaze patterns derived from psychological concepts with a deep neural network that can learn more informative and complex patterns from raw eye movement data. As previous work has shown that the distribution of these patterns across a sequence is informative, a novel statistical aggregation layer called the quantile layer is introduced. It explicitly fits the distribution of deep patterns learned directly from the raw eye movement data. The proposed deep learning approach is end-to-end learnable, such that the deep model learns to extract informative, short local patterns while the quantile layer learns to approximate the distributions of these patterns. Quantile layers are a generic approach that can converge to standard pooling layers or have a more detailed description of the features being pooled, depending on the problem. The proposed model is evaluated in a large-scale study using the eye movements of subjects viewing arbitrary visual input. The model improves upon the standard pooling layers and other statistical aggregation layers proposed in the literature. It also improves upon the state-of-the-art eye movement biometrics by a wide margin. Finally, for the model to identify any subject — not just the set of subjects it is trained on — a metric learning approach is developed. Metric learning learns a distance function over instances. The metric learning model maps the instances into a metric space, where sequences of the same individual are close, and sequences of different individuals are further apart. This thesis introduces a deep metric learning approach with distributional embeddings. The approach represents sequences as a set of continuous distributions in a metric space; to achieve this, a new loss function based on Wasserstein distances is introduced. The proposed method is evaluated on multiple domains besides eye movement biometrics. This approach outperforms the state of the art in deep metric learning in several domains while also outperforming the state of the art in eye movement biometrics.
Different properties of programs, implemented in Constraint Handling Rules (CHR), have already been investigated. Proving these properties in CHR is fairly simpler than proving them in any type of imperative programming language, which triggered the proposal of a methodology to map imperative programs into equivalent CHR. The equivalence of both programs implies that if a property is satisfied for one, then it is satisfied for the other. The mapping methodology could be put to other beneficial uses. One such use is the automatic generation of global constraints, at an attempt to demonstrate the benefits of having a rule-based implementation for constraint solvers.
Say it with double flowers
(2020)
Every year, lovers world-wide rely on mutants to show their feelings on Valentine's Day. This is because many of the most popular ornamental flowering plants have been selected to form extra petals at the expense of reproductive organs to enhance their attractiveness and aesthetic value to humans. This so-called 'double flower' (DF) phenotype, first described more than 2000 years ago (Meyerowitz et al., 1989) is present, for example, in many modern roses, carnations, peonies, and camellias. Gattolin et al. (2020) now identify a unifying explanation for the molecular basis of many of these DF cultivars.
Phytochemical investigation of the dichloromethane/methanol (1:1) extract of the roots of Bulbine frutescens led to the isolation of a new xanthone, 8-hydroxy-6-methylxanthone-1-carboxylic acid (1) and a new phenylanthraquinone, 6',8-O-dimethylknipholone (2) along with six known compounds. The structures were elucidated on the basis of NMR and MS spectral data analyses. The structure of compound 1 was confirmed through X-ray crystallography which was then used as a reference to propose the revision of the structures of six seco-anthraquinones into xanthones. The isolated compounds were evaluated for cytotoxicity against human cervix carcinoma KB-3-1 cells with the phenylanthraquinone knipholone being the most active (IC50 = 0.43 mu M). Two semi-synthetic knipholone derivatives, knipholone Mannich base and knipholone-1,3-oxazine, were prepared and tested for cytotoxic activity; both showed moderate activities (IC50 value of 1.89 and 2.50 mu M, respectively). (C) 2014 Phytochemical Society of Europe. Published by Elsevier B.V. All rights reserved.
A new phenylanthrone, named knipholone cyclooxanthrone and a dimeric anthraquinone, 10-methoxy-10,7'-(chrysophanol anthrone)-chrysophanol were isolated from the roots of Kniphofia foliosa together with the rare naphthalene glycoside, dianellin. The structures were determined by NMR and mass spectroscopic techniques. The compounds showed antiplasmodial activities against the chloroquine-resistant (W2) and chloroquine-sensitive (D6) strains of Plasmodium falciparum with 10-methoxy-10,7'-(chrysophanol anthrone)-chrysophanol being the most active with IC50 values of 1.17 +/- 0.12 and 4.07 +/- 1.54 mu g/ml, respectively.
We report on the gamma-ray activity of the blazar Mrk 501 during the first 480 days of Fermi operation. We find that the average Large Area Telescope (LAT) gamma-ray spectrum of Mrk 501 can be well described by a single power-law function with a photon index of 1.78 +/- 0.03. While we observe relatively mild flux variations with the Fermi-LAT (within less than a factor of two), we detect remarkable spectral variability where the hardest observed spectral index within the LAT energy range is 1.52 +/- 0.14, and the softest one is 2.51 +/- 0.20. These unexpected spectral changes do not correlate with the measured flux variations above 0.3 GeV. In this paper, we also present the first results from the 4.5 month long multifrequency campaign (2009 March 15-August 1) on Mrk 501, which included the Very Long Baseline Array (VLBA), Swift, RXTE, MAGIC, and VERITAS, the F-GAMMA, GASP-WEBT, and other collaborations and instruments which provided excellent temporal and energy coverage of the source throughout the entire campaign. The extensive radio to TeV data set from this campaign provides us with the most detailed spectral energy distribution yet collected for this source during its relatively low activity. The average spectral energy distribution of Mrk 501 is well described by the standard one-zone synchrotron self-Compton (SSC) model. In the framework of this model, we find that the dominant emission region is characterized by a size less than or similar to 0.1 pc (comparable within a factor of few to the size of the partially resolved VLBA core at 15-43 GHz), and that the total jet power (similar or equal to 10(44) erg s(-1)) constitutes only a small fraction (similar to 10(-3)) of the Eddington luminosity. The energy distribution of the freshly accelerated radiating electrons required to fit the time-averaged data has a broken power-law form in the energy range 0.3 GeV-10 TeV, with spectral indices 2.2 and 2.7 below and above the break energy of 20 GeV. We argue that such a form is consistent with a scenario in which the bulk of the energy dissipation within the dominant emission zone of Mrk 501 is due to relativistic, proton-mediated shocks. We find that the ultrarelativistic electrons and mildly relativistic protons within the blazar zone, if comparable in number, are in approximate energy equipartition, with their energy dominating the jet magnetic field energy by about two orders of magnitude.
Observations of the young supernova remnant RX J1713.7-3946 with the fermi large area telescope
(2011)
We present observations of the young supernova remnant (SNR) RX J1713.7-3946 with the Fermi Large Area Telescope (LAT). We clearly detect a source positionally coincident with the SNR. The source is extended with a best-fit extension of 0 degrees.55 +/- 0 degrees.04 matching the size of the non-thermal X-ray and TeV gamma-ray emission from the remnant. The positional coincidence and the matching extended emission allow us to identify the LAT source with SNR RX J1713.7-3946. The spectrum of the source can be described by a very hard power law with a photon index of Gamma = 1.5 +/- 0.1 that coincides in normalization with the steeper H. E. S. S.-detected gamma-ray spectrum at higher energies. The broadband gamma-ray emission is consistent with a leptonic origin as the dominant mechanism for the gamma-ray emission.
This paper offers a new theoretical framework for studying the problem of generations and social change in contemporary Iran. It offers a model which is called „articulation of cultural modes“. The paper agrees with Ronald Inglehart that ‘culture’ is now playing a more dominant role in the social formation of current societies, as ‘technology’ once did in the modern era. But it goes one step further by arguing that culture cannot be approached as a holistic concept building on a comprehensive theoretical framework.
Combining the advection-diffusion equation approach with Monte Carlo simulations we study chaperone driven polymer translocation of a stiff polymer through a nanopore. We demonstrate that the probability density function of first passage times across the pore depends solely on the Peclet number, a dimensionless parameter comparing drift strength and diffusivity. Moreover it is shown that the characteristic exponent in the power-law dependence of the translocation time on the chain length, a function of the chaperone-polymer binding energy, the chaperone concentration, and the chain length, is also effectively determined by the Peclet number. We investigate the effect of the chaperone size on the translocation process. In particular, for large chaperone size, the translocation progress and the mean waiting time as function of the reaction coordinate exhibit pronounced sawtooth-shapes. The effects of a heterogeneous polymer sequence on the translocation dynamics is studied in terms of the translocation velocity, the probability distribution for the translocation progress, and the monomer waiting times. (C) 2011 American Institute of Physics.
Das Paper untersucht die geopolitische Konfrontation zwischen Iran und den USA sowie deren Auswirkung auf eine Veränderung der bestehenden Weltordnung. Es wird deutlich, dass die US-amerikanische Sanktionspolitik nicht nur auf das Nuklearprogramm abzielt, sondern grundsätzlich versucht, die Wirtschaftskraft der unabhängig von den Interessen der USA agierenden Regionalmacht zu brechen. Doch die Sanktionspolitik konnte weder eine Lösung des Nukleardossiers herbeiführen noch die Wirtschaftskraft Irans eindämmen. Es ist Zeit für eine fundamentale Kursänderung.
Was treibt den Ölpreis?
(2009)
Der Rohölpreis wird über Angebot und Nachfrage reguliert – so jedenfalls die landläufige Auffassung. Die Autoren, beide ausgewiesene Energieexperten, zeigen jedoch auf, dass sich die drastischen Preisschwankungen auf den Energiemärkten nicht allein durch Marktmechanismen erklären lassen. Stattdessen führen sie den volatilen Ölpreis auf politische (Fehl-) Entscheidungen zurück und empfehlen einen Energiedialog zwischen Verbrauchern und Produzenten.
Ionic guest in ionic host
(2022)
Ionosilica ionogels, i.e. composites consisting of an ionic liquid (IL) guest confined in an ionosilica host matrix, were synthesized via a non-hydrolytic sol-gel procedure from a tris-trialcoxysilylated amine precursor using the IL [BMIM]NTf2 as solvent. Various ionosilica ionogels were prepared starting from variable volumes of IL in the presence of formic acid. The resulting brittle and nearly colourless monoliths are composed of different amounts of IL guests confined in an ionosilica host as evidenced via thermogravimetric analysis, FT-IR, and C-13 CP-MAS solid-state NMR spectroscopy. In the following, we focused on confinement effects between the ionic host and guest. Special host-guest interactions between the IL guest and the ionosilica host were evidenced by H-1 solid-state NMR, Raman spectroscopy, and broadband dielectric spectroscopy (BDS) measurements. The three techniques indicate a strongly reduced ion mobility in the ionosilica ionogel composites containing small volume fractions of confined IL, compared to conventional silica-based ionogels. We conclude that the ionic ionosilica host stabilizes an IL layer on the host surface; this then results in a strongly reduced ion mobility compared to conventional silica hosts. The ion mobility progressively increases for systems containing higher volume fractions of IL and finally reaches the values observed in conventional silica based ionogels. These results therefore point towards strong interactions and confinement effects between the ionic host and the ionic guest on the ionosilica surface. Furthermore, this approach allows confining high volume fractions of IL into self-standing monoliths while preserving high ionic conductivity. These effects may be of interest in domains where IL phases must be anchored on solid supports to avoid leaching or IL spilling, e.g., in catalysis, in gas separation/sequestration devices or for the elaboration of solid electrolytes for (lithium-ion) batteries and supercapacitors.
One of the major challenges in chemical synthesis is to trigger and control a specific reaction route leading to a specific final product, while side products are avoided. Methodologies based on resonant processes at the molecular level, for example, photochemistry, offer the possibility of inducing selective reactions. Electrons at energies below the molecular ionization potential (<10 eV) are known to dissociate molecules via resonant processes with higher cross sections and specificity than photons. Here we show that even subexcitation electrons with energies as low as 1 eV produce ethylene and acetylene from dimethyl sulfide in competing reactions. However, the production of ethylene can specifically be targeted by controlling the energy of electrons (similar to 3 to 4 eV). Finally, pure ethylene is selectively desorbed by heating the substrate from 90 to 105 K. Beyond the synthesis of these versatile hydrocarbons for various industrial applications from a biogenic sulfur compound, our findings demonstrate the feasibility of electron induced selective chemistry applicable on the nanoscale.
The 11 July 1889 Chilik earthquake (M-w 8.0-8.3) forms part of a remarkable sequence of large earthquakes in the late nineteenth and early twentieth centuries in the northern Tien Shan. Despite its importance, the source of the 1889 earthquake remains unknown, though the macroseismic epicenter is sited in the Chilik valley, similar to 100 km southeast of Almaty, Kazakhstan (similar to 2 million population). Several short fault segments that have been inferred to have ruptured in 1889 are too short on their own to account for the estimated magnitude. In this paper we perform detailed surveying and trenching of the similar to 30 km long Saty fault, one of the previously inferred sources, and find that it was formed in a single earthquake within the last 700 years, involving surface slip of up to 10 m. The scarp-forming event, likely to be the 1889 earthquake, was the only surface-rupturing event for at least 5000 years and potentially for much longer. From satellite imagery we extend the mapped length of fresh scarps within the 1889 epicentral zone to a total of similar to 175 km, which we also suggest as candidate ruptures from the 1889 earthquake. The 175 km of rupture involves conjugate oblique left-lateral and right-lateral slip on three separate faults, with step overs of several kilometers between them. All three faults were essentially invisible in the Holocene geomorphology prior to the last slip. The recurrence interval between large earthquakes on any of these faults, and presumably on other faults of the Tien Shan, may be longer than the timescale over which the landscape is reset, providing a challenge for delineating sources of future hazard.
Background There is scant information on the breastmilk vitamin A (BMVA) concentration of lactating women in developing countries, partly due to lack of methods applicable in-field. Objective To assess BMVA concentrations of samples collected from lactating women of children aged 6-23 months, in Mecha district, Ethiopia. Subjects/methods Data on socio-demographic and anthropometric characteristics were collected from randomly selected lactating women (n = 104). Breast milk samples were collected and vitamin A concentrations were analyzed using HPLC and iCheck FLUORO then the two measurements were compared. Results The prevalence of underweight (BMI < 18.5 kg/m(2)) among lactating women was 17%. Seventy six percent of the BMVA values were < 1.05 mu mol/l and 81% were < 8 mu g/g fat. The mean BMVA concentration accounted to 41% of the estimated average value for mothers in developing countries. The BMVA values from HPLC and iCheck were correlated (r = 0.59, p = < 0.001), but it was not strong. Conclusions The result indicates the low vitamin A status of the lactating women and their children. It further indicates that intake assessments should not use average BMVA composition. The possibility of using iCheck for monitoring interventions designed to improve vitamin A status of lactating women with low BMVA requires further investigation.
We establish elements of a new approach to ellipticity and parametrices within operator algebras on manifolds with higher singularities, only based on some general axiomatic requirements on parameter-dependent operators in suitable scales of spaes. The idea is to model an iterative process with new generations of parameter-dependent operator theories, together with new scales of spaces that satisfy analogous requirements as the original ones, now on a corresponding higher level. The "full" calculus involves two separate theories, one near the tip of the corner and another one at the conical exit to infinity. However, concerning the conical exit to infinity, we establish here a new concrete calculus of edge-degenerate operators which can be iterated to higher singularities.
We establish elements of a new approch to ellipticity and parametrices within operator algebras on a manifold with higher singularities, only based on some general axiomatic requirements on parameter-dependent operators in suitable scales of spaces. The idea is to model an iterative process with new generations of parameter-dependent operator theories, together with new scales of spaces that satisfy analogous requirements as the original ones, now on a corresponding higher level. The “full” calculus is voluminous; so we content ourselves here with some typical aspects such as symbols in terms of order reducing families, classes of relevant examples, and operators near the conical exit to infinity.
Linked Open Data (LOD) comprises very many and often large public data sets and knowledge bases. Those datasets are mostly presented in the RDF triple structure of subject, predicate, and object, where each triple represents a statement or fact. Unfortunately, the heterogeneity of available open data requires significant integration steps before it can be used in applications. Meta information, such as ontological definitions and exact range definitions of predicates, are desirable and ideally provided by an ontology. However in the context of LOD, ontologies are often incomplete or simply not available. Thus, it is useful to automatically generate meta information, such as ontological dependencies, range definitions, and topical classifications. Association rule mining, which was originally applied for sales analysis on transactional databases, is a promising and novel technique to explore such data. We designed an adaptation of this technique for min-ing Rdf data and introduce the concept of “mining configurations”, which allows us to mine RDF data sets in various ways. Different configurations enable us to identify schema and value dependencies that in combination result in interesting use cases. To this end, we present rule-based approaches for auto-completion, data enrichment, ontology improvement, and query relaxation. Auto-completion remedies the problem of inconsistent ontology usage, providing an editing user with a sorted list of commonly used predicates. A combination of different configurations step extends this approach to create completely new facts for a knowledge base. We present two approaches for fact generation, a user-based approach where a user selects the entity to be amended with new facts and a data-driven approach where an algorithm discovers entities that have to be amended with missing facts. As knowledge bases constantly grow and evolve, another approach to improve the usage of RDF data is to improve existing ontologies. Here, we present an association rule based approach to reconcile ontology and data. Interlacing different mining configurations, we infer an algorithm to discover synonymously used predicates. Those predicates can be used to expand query results and to support users during query formulation. We provide a wide range of experiments on real world datasets for each use case. The experiments and evaluations show the added value of association rule mining for the integration and usability of RDF data and confirm the appropriateness of our mining configuration methodology.
Unique column combinations of a relational database table are sets of columns that contain only unique values. Discovering such combinations is a fundamental research problem and has many different data management and knowledge discovery applications. Existing discovery algorithms are either brute force or have a high memory load and can thus be applied only to small datasets or samples. In this paper, the wellknown GORDIAN algorithm and "Apriori-based" algorithms are compared and analyzed for further optimization. We greatly improve the Apriori algorithms through efficient candidate generation and statistics-based pruning methods. A hybrid solution HCAGORDIAN combines the advantages of GORDIAN and our new algorithm HCA, and it significantly outperforms all previous work in many situations.
Parameterisierung atmosphärischer Grenzschichtprozesse in einem regionalen Klimamodell der Arktis
(1998)
Development of efficient business process models and determination of their characteristic properties are subject of intense interdisciplinary research. Here, we consider a business process model as a directed graph. Its nodes correspond to the units identified by the modeler and the link direction indicates the causal dependencies between units. It is of primary interest to obtain the stationary flow on such a directed graph, which corresponds to the steady-state of a firm during the business process. Following the ideas developed recently for the World Wide Web, we construct the Google matrix for our business process model and analyze its spectral properties. The importance of nodes is characterized by PageRank and recently proposed CheiRank and 2DRank, respectively. The results show that this two-dimensional ranking gives a significant information about the influence and communication properties of business model units. We argue that the Google matrix method, described here, provides a new efficient tool helping companies to make their decisions on how to evolve in the exceedingly dynamic global market.
This article describes how to use statistical data analysis to obtain models directly from data. The focus is put on finding nonlinearities within a generalized additive model. These models are found by means of backfitting or more general algorithms, like the alternating conditional expectation value one. The method is illustrated by numerically generated data. As an application, the example of vortex ripple dynamics, a highly complex fluid-granular system, is treated
We present a nonparametric way to retrieve an additive system of differential equations in embedding space from a single time series. These equations can be treated with dynamical systems theory and allow for long-term predictions. We apply our method to a modified chaotic Chua oscillator in order to demonstrate its potential
We report measurements on the synchronization properties of organ pipes. First, we investigate influence of an external acoustical signal from a loudspeaker on the sound of an organ pipe. Second, the mutual influence of two pipes with different pitch is analyzed. In analogy to the externally driven, or mutually coupled self-sustained oscillators, one observes a frequency locking, which can be explained by synchronization theory. Further, we measure the dependence of the frequency of the signals emitted by two mutually detuned pipes with varying distance between the pipes. The spectrum shows a broad '' hump '' structure, not found for coupled oscillators. This indicates a complex coupling of the two organ pipes leading to nonlinear beat phenomena.
The Problem of front propagation in flowing media is addressed for laminar velocity fields in two dimensions. Three representative cases are discussed: stationary cellular flow, stationary shear flow, and percolating flow. Production terms of Fisher-Kolmogorov-Petrovskii-Piskunov type and of Arrhenius type are considered under the assumption of no feedback of the concentration on the velocity. Numerical simulations of advection-reaction-diffusion equations have been performed by an algorithm based on discrete-time maps. The results show a generic enhancement of the speed of front propagation by the underlying flow. For small molecular diffusivity, the front speed <i>V<sub><i>f</sub> depends on the typical flow velocity <i>U as<sup> </sup>a power law with an exponent depending on the topological properties of the flow, and on the ratio of reactive and advective time scales. For open-streamline flows we find always<sup> </sup><i>V<sub><i>f</sub>~<i>U, whereas for cellular flows we observe <i>V<sub><i>f</ sub>~<i>U<sup>1/4</sup> for fast advection and <i>V<sub><i>f</sub>~<i>U<sup>3/4</sup> for slow advection.
We study spatially localized excitations in a lattice of coupled standard maps. Time-periodic solutions (breathers) exist in a range of coupling that is shown to shrink as the period grows to infinity, thus excluding the possibility of time-quasiperiodic breathers. The evolution of initially localized chaotic and quasiperiodic states in a lattice is studied numerically. Chaos is demonstrated to spread
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.
Komplexe Systeme reichen von "harten", physikalischen, wie Klimaphysik, Turbulenz in Fluiden oder Plasmen bis zu so genannten "weichen", wie man sie in der Biologie, der Physik weicher Materie, Soziologie oder Ökonomie findet. Die Ausbildung von Verständnis zu einem solchen System beinhaltet eine Beschreibung in Form von Statistiken und schlussendlich mathematischen Gleichungen. Moderne Datenanalyse stellt eine große Menge von Werkzeugen zur Analyse von Komplexität auf verschiedenen Beschreibungsebenen bereit. In diesem Kurs werden statistische Methoden mit einem Schwerpunkt auf dynamischen Systemen diskutiert und eingeübt. Auf der methodischen Seite werden lineare und nichtlineare Ansätze behandelt, inklusive der Standard-Werkzeuge der deskriptiven und schlussfolgernden Statistik, Wavelet Analyse, Nichtparametrische Regression und der Schätzung nichtlinearer Maße wie fraktaler Dimensionen, Entropien und Komplexitätsmaßen. Auf der Modellierungsseite werden deterministische und stochastische Systeme, Chaos, Skalierung und das Entstehen von Komplexität durch Wechselwirkung diskutiert - sowohl für diskrete als auch für ausgedehnte Systeme. Die beiden Ansätze werden durch Systemanalyse jeweils passender Beispiele vereint.