NDLI: On Interaction in Data Mining

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2015 3rd International Conference on Model-Driven Engineering and Software Development (MODELSWARD)

2014 2nd International Conference on Model-Driven Engineering and Software Development (MODELSWARD)

Invited speakers

Organizing and steering committees

Program committee

Program committee (cont.)

Program committee (cont.)

Program committee (cont.)

Special sessions program committee

Invited speakers

Keynote speakers

Limitations of model repositories

The role of foundational ontologies in deep modeling

Models in software architecture derivation and evaluation challenges and opportunities

Verification and performance analysis of embedded and cyber-physical systems using UPPAAL

On Interaction in Data Mining

Modeling languages, tools and architectures

Using the base semantics given by fUML for verification

An industrial case study on using language workbench technology for realizing Model-Driven Engineering

An EMF-based toolkit for creation of domain-specific data services

A graph-based algorithm for three-way merging of ordered collections in EMF models

Collaborative editing of EMF/Ecore meta-models and models conflict detection, reconciliation, and merging in DiCoMEF

A domain specific language for stepwise design of software architectures

Specifying trace directives for UML attributes and state machines

What are the used activity diagram constructs? a survey

Modeling of tool integration resources with OSLC support

Typing and subtyping of metamodels

Signature required making simulink data flow and interfaces explicit

Short seminars on MDE technologies international experiences

An Aspect-Oriented Model transformation to weave security using CVL

Parsing abstract syntax graphs with ModelCC

A domain-specific language for abstract syntax model to concrete syntax model mappings

Model-based systems engineering tools devoloping the GUILTE system

Model matching for Model Transformation a meta-heuristic approach

Towards a systematic, tool-independent methodology for defining the execution semantics of UML profiles with fUML

Pattern-based mapping of OCL specifications to JML contracts

A case study of combining compositional and object-oriented software development

Hardware In the Loop for VDM-real time modeling of embedded systems

Model composition for biological mathematical systems

A test-driven approach for developing software languages

Enhanced code generation from UML composite state machines

Defining Domain Specific Transformations in Human-Computer interfaces development

A novel approach to versioning and merging model and code uniformly

Investigation and evaluation of UML Action Languages

Analysis and validation of AUTOSAR models

A framework for model recommenders requirements, architecture and tool support

On designing recommenders for graphical domain modeling environments

A recipe for tool interoperability

A bottom up SPL design method

A formal semantics for Sequence Diagrams and a strategy for system analysis

A language for enabling model-driven analysis of business processes

Validating the functional design of embedded systems against stakeholder intentions

Semantic approach to automatically defined model transformation

Verbalization of business rules: Application to OCL constraints in the utility domain

Natural-language scenario descriptions for testing core language models of domain-specific languages

Architectural specification and analysis with XCD

A new flexible method for advising metamodel matching

Automated composition of sequence diagrams via alloy

The Eclipse Java Metamodel: Scaffolding software engineering research on Java projects with MDE techniques

Model-driven GUI generation and navigation for Android BIS apps

A pattern language for use case modeling

Compiling graph transformation rules into a procedural language for behavioral modeling

Transformation BPEL processes to RECATNet for analysing Web services compositions

Survey of graph rewriting applied to model transformations

iArch - An IDE for supporting abstraction-aware design traceability

An approach to class diagram design

A deployment-oriented development process based on context variability modeling

Resourcebus: A new substrate for model-driven creations

Towards co-evolution in model-driven development via bidirectional higher-order transformation

Toward evolution models for data warehouses

Runtime assertion checking and theorem proving for concurrent and distributed systems

Extending UML testing profile towards non-functional test modeling

Domain-specific languages as tools for teaching 3D graphics

Methodologies, processes and platforms

Staged model-driven generators: Shifting responsibility for code emission to embedded metaprograms

SWB process: A business process management system driven by semantic technologies

A model-based tool for generating software process model tailoring transformations

Key features for a successful model-driven development tool

On the support of multi-perspective process models variability for smart environments

An approach based on SysML and SystemC to simulate complex systems

Applications and software development

Integrating testing into Agile software development processes

The MDArte experience: OrgAnizational aspects acquired from a successful partnership between government and academia using model-driven development

Supporting concurrent development of requirements and architecture: A model-based approach

Special session on model-based analysis and testing of embedded systems

The ETSI Test Description Language TDL and its application

Towards a method for combined model-based testing and analysis

Integrating model-based formal timing analysis in the industrial development process of satellite on-board software

Formal test-driven development with verified test cases

Combining test and proof in MBAT: An aerospace case study

Creating a reference technology platform: Performing model-based safety analysis in a heterogeneous development environment

Special session on model-driven service engineering: New paradigms for services development in the manufacturing domain

Information models and transformation principles applied to servitization of manufacturing and service systems design

SLMToolBox: A tool set for service engineering

Toward a unified intercloud interoperability conceptual model for IaaS cloud service

Modelling services for interoperability negotiation

On Interaction in Data Mining

Content Provider	IEEE Xplore Digital Library
Author	Holzinger, Andreas
Copyright Year	2014
Description	Author affiliation: Medical University Graz, Austria (Holzinger, Andreas) One of the grand challenges in our networked world are the large, weakly structured and unstructured data sets. This is most evident in Biomedicine (Medical Informatics + Bioinformatics): The trend towards personalized medicine results in increasingly large amounts of (-omics) data. In the life sciences domain, most data models are characterized by complexity, which makes manual analysis very time-consuming and often practically impossible. To deal with such data, solutions from the machine learning community are indispensable and it is marvelous what sophisticated algorithms can do within high-dimensional spaces. We want to enable a domain expert end-user to interactively deal with these algorithms and data, so to enable novel discoveries and previously unknown insights. Our quest is to make such approaches interactive, hence to enable a computationally non-expert to gain insight into the data, yet to find a starting point: “What is interesting?”. When mapping the results back from arbitrarily high-dimensional spaces R^n into R^2 there is always the danger of modeling artifacts, which may be interpreted wrongly. A synergistic combination of methodologies and approaches of two areas offer ideal conditions towards working on solutions for such problems: Human-Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human intelligence with machine intelligence. Both fields have many unexplored, complementing intersections and the aim is to combine the strengths of automatic, computer-based methods, both in time and space, with the strengths of human perception and cognition, e.g. in discovering patterns, trends, similarities, anomalies etc. in data.
File Size	126040
File Format	PDF
e-ISBN	9789897580666
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-01-07
Publisher Place	Portugal
Access Restriction	Subscribed
Rights Holder	SCITEPRESS
Content Type	Text
Resource Type	Synopsis

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