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Comparative Analysis of Deterministic and Nondeterministic Decision Trees for Decision Tables from Closed Classes [PDF]
EntropyIn this paper, we consider classes of decision tables with many-valued decisions closed under operations of the removal of columns, the changing of decisions, the permutation of columns, and the duplication of columns.
Azimkhon Ostonov, Mikhail Moshkov
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Entropy, 2023 In this paper, we consider classes of conventional decision tables closed relative to the removal of attributes (columns) and changing decisions assigned to rows.
Azimkhon Ostonov, Mikhail Moshkov
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Lower Bounds on Cardinality of Reducts for Decision Tables from Closed Classes [PDF]
Annals of computer science and information systemsIn this paper, we consider classes of decision tables closed under removal of attributes (columns) and changing of decisions attached to rows. For decision tables from closed classes, we study lower bounds on the minimum cardinality of reducts, which are minimal sets of attributes that allow us to recognize, for a given row, the decision attached to it.
Azimkhon Ostonov, Mikhail Moshkov
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IEEE Access, 2023 This paper investigates classes of decision tables (DTs) with 0-1-decisions that are closed under the removal of attributes (columns) and changes to the assigned decisions to rows. For tables from any closed class (CC), the authors examine how the minimum complexity of deterministic decision trees (DDTs) depends on the minimum complexity of a strongly ...
Azimkhon Ostonov, Mikhail Moshkov
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Relational Approach to Knowledge Engineering for POMDP-based Assistance Systems as a Translation of a Psychological Model [PDF]
, 2012 Assistive systems for persons with cognitive disabilities (e.g. dementia) are difficult to build due to the wide range of different approaches people can take to accomplishing the same task, and the significant uncertainties that arise from both the ...
Czarnuch, Stephen +6 more
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, 2023 arXiv admin note: substantial text overlap with arXiv:2305.06093, arXiv:2304 ...
Ostonov, Azimkhon, Moshkov, Mikhail
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An Individual-based Probabilistic Model for Fish Stock Simulation [PDF]
, 2010 We define an individual-based probabilistic model of a sole (Solea solea) behaviour. The individual model is given in terms of an Extended Probabilistic Discrete Timed Automaton (EPDTA), a new formalism that is introduced in the paper and that is shown ...
Buti, Federico +5 more
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A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce [PDF]
, 2017 Nowadays many companies have available large amounts of raw, unstructured data. Among Big Data enabling technologies, a central place is held by the MapReduce framework and, in particular, by its open source implementation, Apache Hadoop.
Ardagna, Danilo +3 more
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Non-linear incentive equilibrium strategies for a transboundary pollution differential game [PDF]
, 2019 Producción CientíficaIn this paper we apply non-linear incentive strategies to sustain over time an agreement. We illustrate the use of these strategies in a linear-quadratic transboundary pollution differential game.
Frutos Baraja, Francisco Javier de +1 more
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, 2002 The mining of Virtual Observatories (VOs) is becoming a powerful new method for discovery in astronomy. Here we report on the development of SkyDOT (Sky Database for Objects in the Time domain), a new Virtual Observatory, which is dedicated to the study ...
Borozdin, K. +7 more
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