Essays about: "Incremental build model"

Showing result 1 - 5 of 8 essays containing the words Incremental build model.

  1. 1. Deep learning, LSTM and Representation Learning in Empirical Asset Pricing

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Benjamin von Essen; [2022]
    Keywords : LSTM; empirical asset pricing; deep learning; representation learning; neural networks; LSTM; empirisk tillgångsvärdering; djupinlärning; representationsinlärning; neurala nätverk;

    Abstract : In recent years, machine learning models have gained traction in the field of empirical asset pricing for their risk premium prediction performance. In this thesis, we build upon the work of [1] by first evaluating models similar to their best performing model in a similar fashion, by using the same dataset and measures, and then expanding upon that. READ MORE

  3. 2. Radar based tank level measurement using machine learning : Agricultural machines

    University essay from Linköpings universitet/Programvara och system

    Author : Daniel Thorén; [2021]
    Keywords : Machine Learning; Radar; AI; Tank level measurement; Linear Regression; Support Vector Regression; Bagging; Bagged Trees; Bagged Regression Trees; Boosting; Boosted Trees; Boosted Regression Trees; Random Forest; Multi Layer Perceptron Regressor; Neural Networks; Regression; Maskininlärning; Radar; Nivåmätning; Regression;

    Abstract : Agriculture is becoming more dependent on computerized solutions to make thefarmer’s job easier. The big step that many companies are working towards is fullyautonomous vehicles that work the fields. To that end, the equipment fitted to saidvehicles must also adapt and become autonomous. READ MORE

  4. 3. On the Silk Road with Giovanni Arrighi

    University essay from Lunds universitet/Graduate School; Lunds universitet/Master of Science in Global Studies

    Author : Simon Frohlund; [2021]
    Keywords : World-systems analysis; Systemic cycles of accumulation; Hegemonic transitions; China; Scientific paradigms; Social Sciences;

    Abstract : This thesis explores contradictions, inadequacies, and competing formulations within Giovanni Arrighi’s theory of systemic cycles of accumulation (SCAs) as a Kuhnian scientific paradigm. This has been carried out through a comparative study on how the theory has been applied by scholars on the issue of the prospective hegemonic rise of China in the contemporary setting. READ MORE

  5. 4. Software development from theory to practical machining techniques

    University essay from Luleå tekniska universitet/Institutionen för teknikvetenskap och matematik

    Author : Khashayar Shahrezaei; Pontus Holmström; [2020]
    Keywords : Tool path generation;

    Abstract : In already optimized processes it may be challenging to find room for further improvement. The solution can be found in the advanced software and tools that support the digital manufacturing, all the way from planning and design to in-machining and machining analysis. READ MORE

  6. 5. Streaming Predictive Analytics on Apache Flink

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Foteini Beligianni; [2015]
    Keywords : analytics; streaming;

    Abstract : Data analysis and predictive analytics today are driven by large scale dis- tributed deployments of complex pipelines, guiding data cleaning, model training and evaluation. A wide range of systems and tools provide the basic abstractions for building such complex pipelines for offline data processing, however, there is an increasing demand for providing support for incremental models over unbounded streaming data. READ MORE