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Showing result 1 - 5 of 8 essays matching the above criteria.

  1. 1. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
    Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

    Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

  3. 2. Data Driven Model Identification for Remote Electrical Tilt Systems

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Raphaël Ashruf; [2023]
    Keywords : ;

    Abstract : This thesis explores the use of supervised machine learning for modelling the dynamics of Remote Electrical Tilt (RET) telecom systems. Three methodologies, including linear regressionfor linear dynamics models, Gaussian Process (GP) regression, and Recurrent Neural Networks (RNN) with Gated Recurrent Units (GRU) are proposed. READ MORE

  4. 3. Development of Acoustic Simulations using Parametric CAD Models in COMSOL

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Rubén Noya Pozo; Antoine Bouilloux-Lafont; [2019]
    Keywords : parametric CAD models; KBE; acoustic simulations; optimisation; collaboration; MDO; Parametriska CAD modeller; KBE; akustiksimulering; optimering; samarbete; MDO;

    Abstract : With constantly changing regulations on emissions, heavy commercial vehicles manufacturers have to adapt for their products to preserve their quality while meeting these new requirements. Over the past decades, noise emissions have become a great concern and new stricter laws demand companies to decrease their vehicle pass-by noise target values. READ MORE

  5. 4. Classifying Research on UML model Inconsistencies with Systematic Mapping

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Pavan Kumar Thalanki; Vinay Kiran Maddukuri; [2013]
    Keywords : UML; Consistency Problems; Systematic Mapping; Systematic Literature Review; Modeling;

    Abstract : Context: Unified Modeling Language (UML) is a universal and standard modeling language that has been extensively used in software development process. Due to overlap and synchronous nature among different modeling artefacts in UML, several consistency issues have been identified in many software development projects that may lead to project failure. READ MORE

  6. 5. Teamwork in Distributed Agile Software Development

    University essay from Blekinge Tekniska Högskola/Sektionen för datavetenskap och kommunikation

    Author : Chaitanya Gurram; Srinivas Goud Bandi; [2013]
    Keywords : Teamwork; distributed agile software development; challenges; mitigation strategies; dependencies; systematic literature review; Quasi-gold standard;

    Abstract : Context: Distributed software development has become a most desired way of software development. Application of agile development methodologies in distributed environments has taken a new trend in developing software due to its benefits of improved communication and collaboration. READ MORE