51 research outputs found
Prototype applications of instance-based reasoning.
The thesis focuses on instance-based learning methods. It is concerned with two particular prototype practical applications. The first presented domain regards a task of gas prediction consumption, the second one deals with early detection of pump faults. These domains represent diverse learning tasks with different singularities, targets, feature definition and characteristics. The process of their solution proved the instance-based learning represents an advisable learning paradigm for their solution. It suggested that practical applications of learning methods can be rarely restricted to a single learning algorithm without problem-oriented modifications. The final solution of the gas prediction task is represented by the meta-learner combining three base prediction methods. The suggested solution of the pump fault detection is purely instance-based - CED approach - but it has to regard the specific existence of the fault scales.Available from STL Prague, CZ / NTK - National Technical LibrarySIGLECZCzech Republi
An efficient method for video shot boundary detection and keyframe extraction using SIFT-point distribution histogram
TSK-0 Fuzzy Rule-Based Systems for High-Dimensional Problems Using the Apriori Principle for Rule Generation
P729: DEREGULATION OF NONCODING RNAS DERIVED FROM KDM GENES IS ASSOCIATED WITH AZACITIDINE RESPONSE IN PATIENTS WITH MYELODYSPLASTIC SYNDROMES AND ACUTE MYELOID LEUKEMIA
Use of semidefinite programming for solving the LQR problem subject to rectangular descriptor systems
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