Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 14 of 14 for “"Random set"”.
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Simulation Of Random Set Covering Problems With Known Optimal Solutions And Explicitly Induced Correlations Amoong Coefficients
… research is to devise a procedure to generate random Set Covering Problem (SCP) instances with known optimal solutions and correlated coefficients. The procedure presented in this work can generate a virtually unlimited number of SCP instances with known optimal solutions and realistic …
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Generative modelling under epistemic uncertainty
… by establishing a rigorous framework for Random-Set Deep Learning, shifting from point-estimate probabilities to belief functions over the power set of outcomes. Enabled by a novel Budgeting strategy that ensures scalability, this framework allows models to explicitly represent ignorance. …
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Epistemic deep learning : enabling machine learning models to ‘know when they do not know’
… training data, as opposed to the irreducible randomness of aleatoric uncertainty, thereby empowering models to acknowledge their limitations and refrain from overconfident decisions when uncertainty is high. Central to this work is the development of the Random-Set Neural Network (RS-NN), a …
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THE LOW-INTENSITY LIMIT OF BERNOULLI-VORONOI AND POISSON-VORONOI MEASURES
… Cayley graphs. A related model in the continuous setting is the Poisson-Voronoi model, which can be defined on any metric space. In this setting, the nuclei of the Voronoi tiles are obtained by a Poisson process, with intensity lambda, and the random set we study is the boundary of the Voronoi …
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FiniteFuzz : Finite State Machine Fuzzer For Industrial Control IoT Devices
… to steer the fuzzing process. FINITEFUZZ takes a random set of states and compares them with the desired FSM and records the states that increase the coverage of the Finite State Machine. The next seed incorporates the feedback received from all the previous seed inputs. This avoids exploring the …
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Assessment of Rib Failure Mechanisms Using Discontinuum Mechanics Based Modeling Approach
… also developed a coal rib support zone using the Random Set Bonded Block Modeling approach. The results demonstrated the capacity of the distinct element modeling based bonded block models suitability for use in investigating coal rib stability and support requirements"--Abstract, p. iii</p>
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APUF Faults: Testing, Diagnosing, and Salvaging
… circuits (ICs) by exploiting manufacturing randomness. Ideally, a good APUF production line is characterized by symmetry, or equal delay for each track pair from the mask, and uniform, unskewed PV for all of the stages of all APUFs. This paper theoretically and numerically examines the …
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Human Activity Analytics Based on Mobility and Social Media Data
… mobility of users who attended the event with a random set of users. Interestingly, the results of this analysis indicate that a very small number of users (i.e., less than 35 users in this study) is able to represent the mobility patterns present in the entire dataset. Finally, we study the call …
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Ottimizzazione delle reti di distribuzione idrica tramite algoritmi genetici multi-obiettivo
… of evolution in nature. Starting from an initial random set of solutions, called population, it evolves them towards a front of solutions that minimize, separately and contemporaneously, all the objectives. This can be very useful in practical problems where multiple and discordant goals are …
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Structures, processes, and clustering of complex networks
… collaboration networks. Three plausible models (random set, configuration model similiar to MolloyReed, and an additive version of the latter) are created and examined to understand the influence of the size distributions of projects and organisations. While many of the empirical findings are …
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Medidas de localización robusta para elementos aleatorios con valores imprecisos
… (crisp or fuzzy) finite dimensional Euclidean set-valued ones, which are generically referred to as imprecise data. The work developed for this dissertation deals with the robust analysis of the location or central tendency of the random mechanism generating such imprecise data (i.e., a random …
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Containing Cascading Failures in Networks: Applications to Epidemics and Cybersecurity
… cascading failures in various network settings. We address the cascading phenomena which are either natural (e.g., disease outbreaks) or malicious (e.g., cyber attacks). We consider the nodes of a network as being individually or collectively controlled by self-interested autonomous …
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Εργοδικά θεωρήματα σε von Neumann άλγεβρες και εργοδικά θεωρήματα για τυχαία σύνολα σε χώρους Banach
Let M be von Neumann algebra with a faithful normal semifinite weight and a semigroup of kernels on it. In paragraph 2 maximal ergodic theorems are given for additive and strongly superadditive processes, one dimensional or multidimensional. In paragraph 3 we deal with continuous parameter …