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International Journal of Information and Decision Sciences, ISSN 1756-7017, 2012, Volume 4, Issue 2-3, pp. 130 - 147
In this paper, we propose a unified modelling set of components used in all sorts of graph-based simulations. The set of components consists of qualitative... 
model reuse | qualitative simulation | causal graph reuse | unified modelling set | simulation model | Errors | Computer simulation | Differential equations | Reuse | Graphs | Mathematical models | Modelling | Models
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8765, pp. 465 - 479
Journal Article
2009 IEEE International Conference on Information Reuse & Integration, 08/2009, pp. 246 - 251
This paper proposes a new data reuse model for graph-based simulation in qualitative reasoning. Qualitative-based simulation is one of important and... 
Humans | Data engineering | Environmental economics | Analytical models | Tree graphs | Differential equations | Simulation Model | Large-scale systems | Qualitative Simulation | Problem-solving | Causal Graph Reuse | Artificial intelligence | Quality management | Qualitative simulation | Causal graph reuse | Simulation model
Conference Proceeding
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 03/2020, Volume 31, Issue 3, pp. 530 - 542
The main goal in many fields in the empirical sciences is to discover causal relationships among a set of variables from observational data. PC algorithm is... 
Scalability | Graphics processing units | machine learning | Parallel algorithms | GPU | parallel processing | CUDA | Graphical models | causal discovery | Markov processes | Bayes methods | Bayesian networks | PC algorithm | DIRECTED ACYCLIC GRAPHS | MODELS | COMPUTER SCIENCE, THEORY & METHODS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of the Royal Statistical Society. Series A (Statistics in Society), ISSN 0964-1998, 10/2012, Volume 175, Issue 4, pp. 831 - 861
Journal Article
Software and Systems Modeling, ISSN 1619-1366, 8/2004, Volume 3, Issue 3, pp. 194 - 209
This paper presents the combined use of meta-modelling and graph grammars for the generation of visual modelling tools for simulation formalisms. In... 
Code generation | ComputerScience | OOCSMP | Statecharts | Graph grammars | Multi-paradigm modelling | Model transformation | Causal block diagrams | AToM 3 | Meta-modelling | Multi-formalism
Journal Article
INCOSE International Symposium, ISSN 2334-5837, 06/2007, Volume 17, Issue 1, pp. 1516 - 1535
OMG SysML™ is a modeling language for specifying, analyzing, designing, and verifying complex systems. It is a general‐purpose graphical modeling language with... 
SysML parametrics | composable object (COB) | CAD‐CAE interoperability | design‐analysis integration | constraint graph | multi‐directional | simulation‐based design | non‐causal
Journal Article
AI EDAM, ISSN 0890-0604, 4/2001, Volume 15, Issue 2, pp. 189 - 201
Journal Article
Journal of Experimental & Theoretical Artificial Intelligence, ISSN 0952-813X, 01/2001, Volume 13, Issue 1, pp. 45 - 62
Causal manipulation theorems proposed by Spirtes et al. and Pearl in the context of directed probabilistic graphs, such as Bayesian networks, offer a simple... 
Causality Manipulation Causal Reversibility Bayesian Networks | Bayesian networks | Causality | Causal reversibility | Manipulation
Journal Article
Synthese, ISSN 0039-7857, 8/2019, Volume 196, Issue 8, pp. 3213 - 3230
Many approaches to evidence amalgamation focus on relatively static information or evidence: the data to be amalgamated involve different variables, contexts,... 
Causal inference | Philosophy of Science | Philosophy of Language | Epistemology | Latent variables | Metaphysics | Logic | Dynamical systems | Philosophy | Timescale | Causal discovery | CONNECTIVITY | PHILOSOPHY | HISTORY & PHILOSOPHY OF SCIENCE | FMRI
Journal Article
Educational Psychologist, ISSN 0046-1520, 10/2014, Volume 49, Issue 4, pp. 219 - 243
Journal Article
Journal of labor economics, ISSN 0734-306X, 2017, Volume 35, Issue Suppl. 1, pp. 65 - 97
This paper re-creates three of the samples from LaLonde’s famous 1986 paper that began the literature on “within-study designs” that uses experiments as... 
Frau | Wirkungsanalyse | USA | Arbeitsvermittlung | Schätzung | Bildungspolitik | Ökonomie | Berufsbildung | IMPACT | NONEXPERIMENTAL METHODS | CAUSAL | SELECTION BIAS | EARNINGS | ECONOMICS | ECONOMETRIC EVALUATION ESTIMATOR | SOCIAL EXPERIMENT | INDUSTRIAL RELATIONS & LABOR | TRAINING-PROGRAMS
Journal Article
Educational Technology Research and Development, ISSN 1042-1629, 6/2008, Volume 56, Issue 3, pp. 287 - 308
Journal Article