Results 31 to 40 of about 3,823,341 (178)

Scenario Grouping and Classification Methodology for Postprocessing of Data Generated by Integrated Deterministic-Probabilistic Safety Analysis

Science and Technology of Nuclear Installations, 2015
Integrated Deterministic-Probabilistic Safety Assessment (IDPSA) combines deterministic model of a nuclear power plant with a method for exploration of the uncertainty space. Huge amount of data is generated in the process of such exploration. It is very
Sergey Galushin, Pavel Kudinov
doaj   +1 more source

Early warning system for coffee rust disease based on error correcting output codes: a proposal

Revista Ingenierías Universidad de Medellín, 2015
Colombian coffee producers have had to face the severe consequences of the coffee rust disease since it was first reported in the country in 1983.
David Camilo Corrales, Andrés J. Peña Q, Carlos León, Apolinar Figueroa, Juan Carlos Corrales   +4 more
doaj   +1 more source

A Review of Data-Driven Approaches for Measurement and Verification Analysis of Building Energy Retrofits

Energies, 2022
Although the energy and cost benefits for retrofitting existing buildings are promising, several challenges remain for accurate measurement and verification (M&V) analysis to estimate these benefits.
Abdurahman Alrobaie, Moncef Krarti
doaj   +1 more source

Deterministic and Stochastic Machine Learning Classification Models: A Comparative Study Applied to Companies’ Capital Structures

Mathematics
Corporate financing decisions, particularly the choice between equity and debt, significantly impact a company’s financial health and value. This study predicts binary corporate debt levels (high or low) using supervised machine learning (ML) models and ...
Joseph F. Hair, Luiz Paulo Fávero, Wilson Tarantin Junior, Alexandre Duarte   +3 more
doaj   +1 more source

100% Renewable Heating by 2033: Pathways for a French Urban Heating Network under uncertainty and flexibility [PDF]

E3S Web of Conferences
We study strategic pathways to achieve 100% renewable in Grenoble Metropolitan Aria, the second largest heating network in France. More specifically, we use a real options approach to investigate the optimal planning of potentially available energy ...
Ionescu Oana, Khalfallah Haikel, Bidaud Adrien   +2 more
doaj   +1 more source

Utilizing fuzzy decision trees in decision making

, 2008
The seminal work of Zadeh (1965), namely fuzzy set theory (FST), has developed into a methodology fundamental to analysis that incorporates vagueness and ambiguity.
Beynon, Malcolm James, Malcolm J. Beynonm   +1 more
core   +1 more source

Proof complexity of positive branching programs [PDF]

Logical Methods in Computer Science
We investigate the proof complexity of systems based on positive branching programs, i.e. non-deterministic branching programs (NBPs) where, for any 0-transition between two nodes, there is also a 1-transition.
Anupam Das, Avgerinos Delkos
doaj   +1 more source

AQMDRL: Automatic Quality of Service Architecture Based on Multistep Deep Reinforcement Learning in Software-Defined Networking

Sensors, 2022
Software-defined networking (SDN) has become one of the critical technologies for data center networks, as it can improve network performance from a global perspective using artificial intelligence algorithms.
Junyan Chen, Cenhuishan Liao, Yong Wang, Lei Jin, Xiaoye Lu, Xiaolan Xie, Rui Yao   +6 more
doaj   +1 more source

Three Problems for Decision Rule Systems from Closed Classes

Axioms
The study of the relationships between DRSs (Decision Rule Systems) and DTs (Decision Trees) is of considerable interest in computer science. In this paper, we consider classes of DRSs that are closed under specific operations.
Kerven Durdymyradov, Mikhail Moshkov
doaj   +1 more source

Proof Complexity of Systems of (Non-Deterministic) Decision Trees and Branching Programs

, 2020
This paper studies propositional proof systems in which lines are sequents of decision trees or branching programs - deterministic and nondeterministic.
Knop, Alexander
core   +1 more source