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Distinct and reproducible neurocognitive profiles in stable diffuse glioma: A data-driven approach to understanding cognitive heterogeneity. [PDF]
Gorter M +6 more
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A data-driven approach to prioritize MITRE ATT&CK techniques for active directory adversary emulation. [PDF]
Abo-Alian A, Youssef M, Badr NL.
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A data-driven approach for embedded security
IEEE Computer Society Annual Symposium on VLSI: New Frontiers in VLSI Design (ISVLSI'05), 2005As embedded systems are being used in a wide variety of critical applications, providing security to data stored and processed in these systems has become an important issue. However, providing security incurs performance and power overheads that need to be limited in resource-constrained embedded environments.
Hendra Saputra +4 more
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A Data Driven Approach for Smart Lighting
2014Smart lighting for commercial buildings should consider both the overall energy usage and the occupants' individual lighting preferences. This paper describes a study of using data mining techniques to attain this goal. The lighting application embraces the concept of Office Hotelling, where employees are not assigned permanent office spaces, but ...
Guo, Hongyu (Harry) +2 more
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A REFLECTIVE APPROACH FOR DATA-DRIVEN RULES
International Journal of Cooperative Information Systems, 1993This paper presents an alternative to the E-C-A approach adopted by most active database models, in which, whenever a given event occurs the database triggers some actions. A reflective paradigm is implemented in a dependency-oriented fashion. According to this paradigm, data driven rules are specified as invariants. The invariants are translated to a
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A new approach to data driven clustering
Proceedings of the 23rd international conference on Machine learning - ICML '06, 2006We consider the problem of clustering in its most basic form where only a local metric on the data space is given. No parametric statistical model is assumed, and the number of clusters is learned from the data. We introduce, analyze and demonstrate a novel approach to clustering where data points are viewed as nodes of a graph, and pairwise ...
Arik Azran, Zoubin Ghahramani
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An approach to data-driven learning
1991In the present paper a data-driven approach to learning is described. The approach is discussed in the framework of the Net-Clause Language (NCL), which is also outlined. NCL is aimed at building network models and describes distributed computational schemes. It also exhibits sound semantics as a data-driven deductive system.
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Curriculum Design -- A Data-Driven Approach
2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), 2016In the era of big data, analytics plays a crucial role in the educational domain. In this paper, we design a framework to explore the value of a data-driven decision making process. Curriculum design at the departmental level is chosen as an example to illustrate the whole system and process.
Jung-Kuei Chang +3 more
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