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Multi-Step Learning and Adaptive Search for Learning Complex Model Transformations from Examples

https://doi.org/10.1145/2904904
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11880240_29openalex-snapshot
Model Transformation by Example
inferredcites →https://doi.org/10.1007/3-540-47884-1_16openalex-snapshot
Model Driven Engineering
inferredcites →https://doi.org/10.1007/978-3-319-11653-2_39openalex-snapshot
Learning Implicit and Explicit Control in Model Transformations by Example
inferredcites →https://doi.org/10.1007/978-3-540-44511-1_2openalex-snapshot
The Use of Collective Memory in Genetic Programming
inferredcites →https://doi.org/10.1007/978-3-540-69432-8openalex-snapshot
Parameter Setting in Evolutionary Algorithms
inferredcites →https://doi.org/10.1007/978-3-540-69432-8_2openalex-snapshot
Parameter Control in Evolutionary Algorithms
inferredcites →https://doi.org/10.1007/978-3-540-69824-1openalex-snapshot
Objects, Components, Models and Patterns
inferredcites →https://doi.org/10.1007/978-3-540-69824-1_21openalex-snapshot
A Framework for Model Transformation By-Example: Concepts and Tool Support
inferredcites →https://doi.org/10.1007/978-3-540-76292-8openalex-snapshot
Advances in conceptual modeling - foundations and applications : ER 2007 Workshops CMLSA, FP-UML, ONISW, QoIS, RIGiM, SeCoGIS Auckland, New Zealand, November 5-9, 2007 : proceedings
inferredcites →https://doi.org/10.1007/978-3-540-87875-9_12openalex-snapshot
Model Transformation as an Optimization Problem
inferredcites →https://doi.org/10.1007/978-3-642-02408-5_5openalex-snapshot
Model Transformation By-Example: An Algorithm for Generating Many-to-Many Transformation Rules in Several Model Transformation Languages
inferredcites →https://doi.org/10.1007/978-3-642-04425-0_20openalex-snapshot
An Example Is Worth a Thousand Words: Composite Operation Modeling By-Example
inferredcites →https://doi.org/10.1007/978-3-642-04425-0_58openalex-snapshot
Model Transformation by Demonstration
inferredcites →https://doi.org/10.1007/978-3-642-13688-7openalex-snapshot
Theory and Practice of Model Transformations
inferredcites →https://doi.org/10.1007/978-3-642-13688-7_11openalex-snapshot
Model-to-Model Transformations By Demonstration
inferredcites →https://doi.org/10.1007/978-3-642-16145-2openalex-snapshot
Model Driven Engineering Languages and Systems
inferredcites →https://doi.org/10.1007/978-3-642-27479-4_4openalex-snapshot
Adaptive Simulated Annealing
inferredcites →https://doi.org/10.1007/978-3-642-28279-9openalex-snapshot
Conceptual Modelling and Its Theoretical Foundations
inferredcites →https://doi.org/10.1007/978-3-642-33666-9_35openalex-snapshot
Generation of Operational Transformation Rules from Examples of Model Transformations
inferredcites →https://doi.org/10.1007/978-3-642-33666-9_39openalex-snapshot
Model Matching for Trace Link Generation in Model-Driven Software Development
inferredcites →https://doi.org/10.1007/978-3-642-38883-5_2openalex-snapshot
Genetic-Programming Approach to Learn Model Transformation Rules from Examples
inferredcites →https://doi.org/10.1007/s10270-008-0092-1openalex-snapshot
Model transformation by example using inductive logic programming
inferredcites →https://doi.org/10.1007/s10270-010-0175-7openalex-snapshot
Search-based model transformation by example
inferredcites →https://doi.org/10.1007/s10270-011-0219-7openalex-snapshot
Where does model-driven engineering help? Experiences from three industrial cases
inferredcites →https://doi.org/10.1016/0004-3702(82)90020-0openalex-snapshot
Rete: A fast algorithm for the many pattern/many object pattern match problem
inferredcites →https://doi.org/10.1016/j.jvlc.2015.02.005openalex-snapshot
Specifying model transformations by direct manipulation using concrete visual notations and interactive recommendations
inferredcites →https://doi.org/10.1016/s0965-9978(00)00070-3openalex-snapshot
An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization
inferredcites →https://doi.org/10.1080/019697298125461openalex-snapshot
GENETIC ALGORITHMS: A TOOL FOR MODELLING, SIMULATION, AND OPTIMIZATION OF COMPLEX SYSTEMS
inferredcites →https://doi.org/10.1093/comjnl/45.3.260openalex-snapshot
Quantitative Analysis of UML Statechart Models of Dependable Systems
inferredcites →https://doi.org/10.1109/21.286385openalex-snapshot
Adaptive probabilities of crossover and mutation in genetic algorithms
inferredcites →https://doi.org/10.1109/4235.771166openalex-snapshot
Parameter control in evolutionary algorithms
inferredcites →https://doi.org/10.1109/ase.2013.6693134openalex-snapshot
Recovering model transformation traces using multi-objective optimization
inferredcites →https://doi.org/10.1109/csmr.2008.4493307openalex-snapshot
Decision Reuse in an Interactive Model Transformation
inferredcites →https://doi.org/10.1109/cvsm.2009.5071723openalex-snapshot
Towards end-user adaptable model versioning: The By-Example Operation Recorder
inferredcites →https://doi.org/10.1109/edocw.2010.32openalex-snapshot
Learning Transformation Rules from Transformation Examples: An Approach Based on Relational Concept Analysis
inferredcites →https://doi.org/10.1109/eit.2007.4374541openalex-snapshot
Transformation of BPMN subprocesses based in SPEM using QVT
inferredcites →https://doi.org/10.1109/hicss.2007.572openalex-snapshot
Towards Model Transformation Generation By-Example
inferredcites →https://doi.org/10.1109/mc.2006.58openalex-snapshot
Guest Editor's Introduction: Model-Driven Engineering
inferredcites →https://doi.org/10.1112/blms/23.6.622openalex-snapshot
SIMULATED ANNEALING AND BOLTZMANN MACHINES A Stochastic Approach to Combinatorial Optimization and Neural Computing
inferredcites →https://doi.org/10.1145/1141277.1141499openalex-snapshot
Adaptive mutation with fitness and allele distribution correlation for genetic algorithms
inferredcites →https://doi.org/10.1145/1811147.1811149openalex-snapshot
Generating transformation rules from examples for behavioral models
inferredcites →https://doi.org/10.1145/1985793.1985966openalex-snapshot
MT-Scribe
inferredcites →https://doi.org/10.1145/2351676.2351714openalex-snapshot
Generating model transformation rules from examples using an evolutionary algorithm
inferredcites →https://doi.org/10.1145/606612.606616openalex-snapshot
Automated abstraction of class diagrams
inferredcites →https://doi.org/10.1147/sj.453.0621openalex-snapshot
Feature-based survey of model transformation approaches
inferredcites →https://doi.org/10.18417/emisa.2.2.1openalex-snapshot
Generating Visualizations of Enterprise Architectures using Model Transformations
inferredcites →https://doi.org/10.5555/1784542.1784563openalex-snapshot
Applying model transformation by-example on business process modeling languages
inferredcites →https://doi.org/10.7551/mitpress/1090.001.0001openalex-snapshot
Adaptation in Natural and Artificial Systems
inferredcites →https://doi.org/10.7551/mitpress/2887.003.0061openalex-snapshot
Genetic Programming Exploratory Power and the Discovery of Functions
inferredcites →https://doi.org/10.7551/mitpress/3242.003.0019openalex-snapshot
Use of Automatically Defined Functions and Architecture-Altering Operations in Automated Circuit Synthesis with Genetic Programming

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4769815openalex-extracted
Reinforcement Learning of Model Transformations to Enable Model-Driven Plug-and-Play Interoperability
inferred← citeshttps://doi.org/10.1002/acs.3928openalex-snapshot
Q‐Learning Based Adaptive Kalman Filtering With Adaptive Window Length
inferred← citeshttps://doi.org/10.1007/978-3-030-75418-1_19openalex-snapshot
An Investigation of Currently Used Aspects in Model Transformation Development
inferred← citeshttps://doi.org/10.1007/978-3-030-82014-5_33openalex-snapshot
Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge
inferred← citeshttps://doi.org/10.1007/978-3-031-15928-2_39openalex-snapshot
Digital Continuity Based on Reinforcement Learning Model Transformations
inferred← citeshttps://doi.org/10.1007/978-3-319-40530-8_1openalex-snapshot
Complexity is the Only Constant: Trends in Computing and Their Relevance to Model Driven Engineering
inferred← citeshttps://doi.org/10.1007/978-3-319-61470-0_12openalex-snapshot
Henshin: A Usability-Focused Framework for EMF Model Transformation Development
inferred← citeshttps://doi.org/10.1007/978-3-319-61473-1_7openalex-snapshot
Automatic Inference of Rule-Based Specifications of Complex In-place Model Transformations
inferred← citeshttps://doi.org/10.1007/978-3-319-74730-9_10openalex-snapshot
Models, More Models, and Then a Lot More
inferred← citeshttps://doi.org/10.1007/978-3-319-99241-9_8openalex-snapshot
Injecting Social Diversity in Multi-objective Genetic Programming: The Case of Model Well-Formedness Rule Learning
inferred← citeshttps://doi.org/10.1007/s10270-017-0632-7openalex-snapshot
An example is worth a thousand words: Creating graphical modelling environments by example
inferred← citeshttps://doi.org/10.1007/s10270-020-00814-5openalex-snapshot
Opportunities in intelligent modeling assistance
inferred← citeshttps://doi.org/10.1007/s10270-021-00893-yopenalex-snapshot
A generic LSTM neural network architecture to infer heterogeneous model transformations
inferred← citeshttps://doi.org/10.1007/s10270-021-00969-9openalex-snapshot
Promoting social diversity for the automated learning of complex MDE artifacts
inferred← citeshttps://doi.org/10.1007/s10270-022-00989-zopenalex-snapshot
A benchmark of incremental model transformation tools based on an industrial case study with AADL
inferred← citeshttps://doi.org/10.1007/s10515-023-00381-1openalex-snapshot
Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
inferred← citeshttps://doi.org/10.1016/b978-0-12-816649-9.00009-0openalex-snapshot
Introduction to model management and analytics
inferred← citeshttps://doi.org/10.1016/j.cola.2022.101174openalex-snapshot
MoTrans-BDI: Leveraging the Beliefs-Desires-Intentions agent architecture for collaborative model transformation by example
inferred← citeshttps://doi.org/10.1016/j.jii.2026.101150openalex-snapshot
Reinforcement learning for model transformations to support model-driven plug-and-play interoperability
inferred← citeshttps://doi.org/10.1109/ase51524.2021.9678698openalex-snapshot
Learning Domain-Specific Edit Operations from Model Repositories with Frequent Subgraph Mining
inferred← citeshttps://doi.org/10.1109/idaacs53288.2021.9661043openalex-snapshot
Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials
inferred← citeshttps://doi.org/10.1109/models-c.2019.00031openalex-snapshot
Heuristic Inference of Model Transformation Definitions from Type Mappings
inferred← citeshttps://doi.org/10.1109/models-c53483.2021.00126openalex-snapshot
Metamodel Refactoring using Constraint Solving: a Quality-based Perspective
inferred← citeshttps://doi.org/10.1109/models.2017.25openalex-snapshot
Heuristic-Based Recommendation for Metamodel — OCL Coevolution
inferred← citeshttps://doi.org/10.1109/models.2019.00013openalex-snapshot
An LSTM-Based Neural Network Architecture for Model Transformations
inferred← citeshttps://doi.org/10.1109/models50736.2021.00011openalex-snapshot
Automated Patch Generation for Fixing Semantic Errors in ATL Transformation Rules
inferred← citeshttps://doi.org/10.1145/2976767.2976785openalex-snapshot
A generic framework for model-set selection for the unification of testing and learning MDE tasks
inferred← citeshttps://doi.org/10.1145/3239372.3239406openalex-snapshot
Recommending Model Refactoring Rules from Refactoring Examples
inferred← citeshttps://doi.org/10.1145/3417990.3421396openalex-snapshot
Towards an assessment grid for intelligent modeling assistance
inferred← citeshttps://doi.org/10.1145/3551349.3560433openalex-snapshot
Consistent Scene Graph Generation by Constraint Optimization
inferred← citeshttps://doi.org/10.1145/3712008openalex-snapshot
Automation in Model-Driven Engineering: A Look Back, and Ahead
inferred← citeshttps://doi.org/10.5381/jot.2021.20.3.a9openalex-snapshot
Fixing Multiple Type Errors in Model Transformations with Alternative Oracles to Test Cases.
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