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- articleSeptember 2013
Rough clustering using generalized fuzzy clustering algorithm
Pattern Recognition (PATT), Volume 46, Issue 9Pages 2538–2547https://doi.org/10.1016/j.patcog.2013.02.003In this paper, we present a rough k-means clustering algorithm based on minimizing the dissimilarity, which is defined in terms of the squared Euclidean distances between data points and their closest cluster centers. This approach is referred to as ...
- ArticleJune 2011
Methods for Protein Subcellular Localization Prediction
CISIS '11: Proceedings of the 2011 International Conference on Complex, Intelligent, and Software Intensive SystemsPages 553–558https://doi.org/10.1109/CISIS.2011.91Large-scale protein analysis and reliable annotations are particularly helpful for scholars in biology and medicine community. Understanding the functional characterizations of protein sequences has been a major challenge in recent years. Extensive ...
- research-articleFebruary 2003
Model and Algorithm for Efficient Verification of High-Assurance Properties of Real-Time Systems
IEEE Transactions on Knowledge and Data Engineering (IEEECS_TKDE), Volume 15, Issue 2Pages 405–422https://doi.org/10.1109/TKDE.2003.1185842In this paper, we present a new compositional verification methodology for efficiently verifying high-assurance properties such as reachability and deadlock freedom of real-time systems. In this methodology, each component of real-time systems is ...
- ArticleAugust 2002
Model and Heuristic Technique for Efficient Verification of Component-Based Software Systems
With the rapid growth of networking and high-computing power, the demand of larger and more complex software systems has increased dramatically. To deal with the complexity in designing large-scale complex software systems, the concept of component-...
- bookMay 2002
Compositional Verification of Concurrent and Real-Time Systems
From the Publisher:
Compositional Verification of Concurrent and Real-Time Systems is an excellent resource for students and researchers who seek a comprehensive understanding of how formal methods can be applied to the problems of intellectual or ...
- research-articleMay 2001
Reduction Methods for Real-Time Systems Using Delay Time Petri Nets
IEEE Transactions on Software Engineering (ISOF), Volume 27, Issue 5Pages 422–448https://doi.org/10.1109/32.922714This paper presents a new net-reduction methodology to facilitate the analysis of real-time systems using Delay Time Petri Nets (DTPNs). Net reduction is one of the most important techniques for reducing the state-explosion problem of Petri nets. ...
- research-articleJanuary 1999
Knowledge-Based Software Architectures: Acquisition, Specification, and Verification
IEEE Transactions on Knowledge and Data Engineering (IEEECS_TKDE), Volume 11, Issue 1Pages 187–201https://doi.org/10.1109/69.755628The concept of knowledge-based software architecture has recently emerged as a new way to improve our ability to effectively construct and maintain complex large-scale software systems. Under this new paradigm, software engineers are able to do ...
- articleSeptember 1998
Compositional verification of concurrent systems using Petri-net-based condensation rules
ACM Transactions on Programming Languages and Systems (TOPLAS), Volume 20, Issue 5Pages 917–979https://doi.org/10.1145/293677.293681The state-explosion problem of formal verification has obstructed its application to large-scale software systems. In this article, we introduce a set of new condensation theories: IOT-failure equivalence, IOT-state equivalence, and firing-dependence ...
- ArticleOctober 1996
A new compositional method for condensed state-space verification
The dynamic behavior of concurrent systems can be modeled and analyzed using Petri nets. Many approaches have been proposed to analyze the properties of Petri nets. Among them, reachability analysis is a fundamental method for studying the dynamic ...
- ArticleOctober 1996
A hybrid parallel evaluation model for logic-based intelligent systems
We present a hybrid model to speed up the evaluation of a logic based intelligent system. A logic based system is first applied by a data dependency analysis technique which can find all the mode combinations that exist within clauses of a knowledge ...
- ArticleAugust 1996
Verifying Timing Properties for Distributed Real-Time Systems Using Timing Constraint Petri Nets
Timing analysis is essential to the development of valid computer systems especially for a distributed real-time system. In this paper, we present both static and dynamic analysis procedures to verify timing properties of distributed real-time systems ...