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» Learning Component Interfaces with May and Must Abstractions
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ANTSW
2010
Springer
13 years 5 months ago
Functional Blueprints: An Approach to Modularity in Grown Systems
Abstract. The engineering of grown systems poses fundamentally different system integration challenges than ordinary engineering of static designs. On the one hand, a grown system ...
Jacob Beal
DAC
1994
ACM
13 years 12 months ago
A Communicating Petri Net Model for the Design of Concurrent Asynchronous Modules
Current asynchronous tools are focussed mainly on the design of a single interface module. In many applications, one must design interacting interface modules that potentially comm...
Gjalt G. de Jong, Bill Lin
EWSA
2006
Springer
13 years 11 months ago
Modes for Software Architectures
Abstract. Modern systems are heterogeneous, geographically distributed and highly dynamic since the communication topology can vary and the components can, at any moment, connect t...
Dan Hirsch, Jeff Kramer, Jeff Magee, Sebasti&aacut...
ESANN
2006
13 years 9 months ago
Diversity creation in local search for the evolution of neural network ensembles
Abstract. The EENCL algorithm [1] automatically designs neural network ensembles for classification, combining global evolution with local search based on gradient descent. Two mec...
Pete Duell, Iris Fermin, Xin Yao
IEEEVAST
2010
13 years 2 months ago
A visual analytics approach to model learning
The process of learning models from raw data typically requires a substantial amount of user input during the model initialization phase. We present an assistive visualization sys...
Supriya Garg, I. V. Ramakrishnan, Klaus Mueller