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  Browse All Reviews > Information Systems (H) > Models And Principles (H.1) > General (H.1.0)  
 
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  1-10 of 32 Reviews about "General (H.1.0)": Date Reviewed
  Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges
Koay A., Ko R., Hettema H., Radke K. Journal of Intelligent Information Systems 601-29, 2023.  Type: Article

Today, machine learning (ML) is applied to threat detection and classification problems in the important field of industrial control. This paper reviews different ML papers that apply supervised learning, unsupervised learning, deep learning, and ...

Mar 18 2024
  Single-entry single-exit decomposed conformance checking
Munoz-Gama J., Carmona J., Van Der Aalst W. Information Systems 46102-122, 2014.  Type: Article

Complex systems are difficult to analyze due to unpredictable interactions among their parts. Thus, any technique that can help reduce this complexity is very welcome. One of the most effective ones is the time-honored divide et impera...

Mar 17 2015
  Integrating community matching and outlier detection for mining evolutionary community outliers
Gupta M., Gao J., Sun Y., Koutra D.  KDD 2012 (Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Beijing, China, Aug 12-16, 2012) 859-867, 2012.  Type: Proceedings

Several algorithms are able to identify certain so-called communities, regions of data points with more cohesion than the rest. But what happens if these communities and memberships evolve and both concepts are not necessarily preserve...

May 28 2013
  Combating the small sample class imbalance problem using feature selection
Wasikowski M., Chen X. IEEE Transactions on Knowledge and Data Engineering 22(10): 1388-1400, 2010.  Type: Article

The authors of this paper attempt to systematize the existing work on the class imbalance problem--a critical issue that is encountered in several important areas, including machine learning and data mining. Their work address...

Apr 8 2011
  Dynamics, information and complexity in quantum systems
Benatti F., Springer Publishing Company, Incorporated, New York, NY, 2009. 536 pp.  Type: Book (9781402093050)

This book is a journey through the complexity of quantum dynamics. Modern technologies are able to manufacture a tremendous number of electronic devices on a single chip. Researchers foresee that the size of devices will shrink to atom...

May 12 2010
  Computers in the human interaction loop
Waibel A., Stiefelhagen R., Springer Publishing Company, Incorporated, New York, NY, 2009. 374 pp.  Type: Book (9781848820531)

Can computers really adapt in helpful and seamless ways to support human activity? This collection of papers questions whether humans need to modify their behavior to fit computers, or if we can create a computer or set of computer ser...

Jan 27 2010
  Amoeba: a methodology for modeling and evolving cross-organizational business processes
Desai N., Chopra A., Singh M. ACM Transactions on Software Engineering and Methodology 19(2): 1-45, 2009.  Type: Article

Information hiding is thought to be a good thing. The Amoeba method applies information hiding to systems that cross business boundaries, so that developers can ignore the internal processes of the businesses as they develop and evolve...

Jan 25 2010
  F--a model of events based on the foundational ontology DOLCE+DnS ultralight
Scherp A., Franz T., Saathoff C., Staab S.  K-CAP 2009 (Proceedings of the Fifth International Conference on Knowledge Capture, Redondo Beach, CA, Sep 1-4, 2009) 137-144, 2009.  Type: Proceedings

This well-written paper proposes a model of a system of events, as opposed to the existing models of (more or less) isolated events. Scherp et al.’s model supports structural aspects--that is, relationships—...

Dec 21 2009
  Awareness systems: advances in theory, methodology and design
Markopoulos P., de Ruyter B., Mackay W., Springer Publishing Company, Incorporated, New York, NY, 2009. 470 pp.  Type: Book (9781848824768)

The editors use Heath and Luff’s detailed description of the London Underground control room teams [1] to define awareness in a way that is clear even to the nonprofessional. They describe the control room workers:...

Nov 13 2009
  Communicating requirements for business: UML or problem frames?
Vincent M.  Applications and advances of problem frames (Proceedings of the 3rd International Workshop on Applications and Advances of Problem Frames, Leipzig, Germany, May 10, 2008) 16-22, 2008.  Type: Proceedings

Which of the unified modeling language (UML) or problem frames (PF) methods better communicates problem domains and allows users to more exhaustively derive requirements for a software solution?...

Jul 17 2008
 
 
 
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