Search Results - "Kovacic, Samuel"

Transformation through Technology: Assessing the Feasibility of Digital Ecosystems Using MBSE by Saeidi, Azita, Tippannavar, Suprita, Kovacic, Samuel

“…This paper studies the feasibility of designing a hybrid digital ecosystem by leveraging Model-Based Systems Engineering (MBSE) for the Military Sealift…”
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A New Predictive Maintenance Approach: novel integration of GMM-LSTM for prediction of latent state and failure location of Rotating Machinery by Ghavidel, Arman, Park, H. John, Kovacic, Samuel, Sousa-Poza, Andres

“…This paper introduces a novel integration of Gaussian Mixture Models (GMMs) with Long Short-Term Memory (LSTM) networks to enhance predictive maintenance…”
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A Novel BiGMM-HMM Framework for Predictive Maintenance in Naval Vessel Propulsion Equipment by Javadnejad, Farshid, Park, Hyoshin John, Kovacic, Samuel, Sousa-Poza, Andres

“…Predictive maintenance plays a crucial role in ensuring the reliability and efficiency of naval vessel propulsion. Naval vessel propulsion systems generate…”
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Leveraging Transfer Learning and GAN Models for OCR from Engineering Documents by Khallouli, Wael, Pamie-George, Raphael, Kovacic, Samuel, Sousa-Poza, Andres, Canan, Mustafa, Li, Jiang

“…Digital engineering, the digital transformation of engineering practice, is profoundly changing the traditional engineering practice towards the fast…”
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Micro to macro dynamics of shared awareness emergence in situations theory: Towards a general theory of shared awareness by Kovacic, Samuel F

“…Engineering Management is an interdisciplinary field of study. As such, Engineering Management must rely on the energies of its participants to integrate…”
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Ship Deck Segmentation Using an Attention Based Generative Adversarial Network by He, Joanna, Uddin, Mohammad Shahab, Canan, Mustafa, Sousa-Poza, Andres, Kovacic, Samuel, Li, Jiang

“…In this paper, we proposed an attention-based generative adversarial network (GAN) model to clean low quality, noisy engineering documents of ship decks…”
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Ship Deck Segmentation In Engineering Document Using Generative Adversarial Networks by Uddin, Mohammad Shahab, Pamie-George, Raphael, Wilkins, Daron, Sousa-Poza, Andres, Canan, Mustafa, Kovacic, Samuel, Li, Jiang

“…Generative adversarial networks (GANs) have become very popular in recent years. GANs have proved to be successful in different computer vision tasks including…”
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Image Enhancement for Improved OCR and Deck Segmentation in Shipbuilding Document Images by Sadri, Nickan, Desir, Jean, Khallouli, Wael, Shahab Uddin, Mohammad, Kovacic, Samuel, Sousa-Poza, Andres, Cannan, Mustafa, Li, Jiang

“…In this paper, we develop a CycleGAN model to enhance shipbuilding document images for downstream tasks including optical character recognition (OCR) and ship…”
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General taxonomy of system[ic] approaches for analysis and design by Kovacic, S.F.

“…Taxonomy for the classification of systems or systemic approaches used in analysis and design is presented in this paper. The design of the classification is…”
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Towards Digital Engineering -- The Advent of Digital Systems Engineering by Huang, Jingwei, Gheorghe, Adrian, Handley, Holly, Pazos, Pilar, Pinto, Ariel, Kovacic, Samuel, Collins, Andy, Keating, Charles, Sousa-Poza, Andres, Rabadi, Ghaith, Unal, Resit, Cotter, Teddy, Landaeta, Rafael, Daniels, Charles

“…International Journal of System of Systems Engineering, 2020 Digital Engineering, the digital transformation of engineering to leverage digital technologies,…”
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Micro to macro dynamics of shared awareness emergence in situations theory: Towards a general theory of shared awareness by Kovacic, Samuel F

“…Engineering Management is an interdisciplinary field of study. As such, Engineering Management must rely on the energies of its participants to integrate…”
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Complex situations: An alternative approach for viewing a System of Systems by Kovacic, Samuel, Sousa-Poza, Andres, Keating, Charles

“…Inherent to system of systems (SOS) are wicked problems. This paper generalizes the characteristics of a wicked problem based on a practical example of a…”
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Type III: 'The Theory of the Observer' by Kovacic, S., Sousa-Poza, A., Keating, C.

“…Just as the maestro creates harmony with the notes issued from the orchestra, we are able to exist in harmony even with our own diametrically opposed views of…”
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