Essays about: "Learning Analytics"

Showing result 1 - 5 of 40 essays containing the words Learning Analytics.

  1. 1. BRB based Deep Learning Approach with Application in Sensor Data Streams

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Sami Kabir; [2019]
    Keywords : BRBES; Deep Learning; integration; sensor data; predict;

    Abstract : Predicting events based on available data is an effective way to protect human lives. Issuing health alert based on prediction of environmental pollution, executing timely evacuation of people from vulnerable areas based on prediction of natural disasters are the application areas of sensor data stream where accurate and timely prediction is crucial to safeguard people and assets. READ MORE

  2. 2. Data collection for digitalization of the Stockholm Metro : A study of data sources needed to digitalize the Stockholm Metro

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

    Author : Benny Feng; [2019]
    Keywords : Digitalization; big data analysis; dynamic capabilities; Digitalisering; stordataanalys; dynamiska förmågor;

    Abstract : Many organizations are looking to implement data-driven technologies such as big data analytics, artificial intelligence and machine learning in their operations due to their rapid development and increased usefulness in recent years. With technology changing fast, it is difficult for managers to determine which sources of data are relevant in the context of these technologies. READ MORE

  3. 3. Anomaly Detection in Industrial Networks using a Resource-Constrained Edge Device

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Anton Eliasson; [2019]
    Keywords : Machine learning; Anomaly detection; Industrial networks; Profinet; Edge computing; Edge;

    Abstract : The detection of false data-injection attacks in industrial networks is a growing challenge in the industry because it requires knowledge of application and protocol specific behaviors. Profinet is a common communication standard currently used in the industry, which has the potential to encounter this type of attack. READ MORE

  4. 4. Automation and the transformation of the audit process : A qualitative research on the impact of automation on the audit process

    University essay from Umeå universitet/Företagsekonomi; Umeå universitet/Företagsekonomi

    Author : Maija Keskinen; Rudo Cathrine Tarwireyi; [2019]
    Keywords : Auditing; audit process; automated accounting; automated auditing; automation;

    Abstract : Technology is advancing at a rapid pace impacting many industries including accounting and auditing industries. Technological development has enabled implementation of automated accounting systems that make it possible for firms to shift from traditional accounting to automated accounting. READ MORE

  5. 5. Ablation Programming for Machine Learning

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

    Author : Sina Sheikholeslami; [2019]
    Keywords : Distributed Machine Learning; Distributed Systems; Ablation Studies; Apache Spark; Keras; Hopsworks;

    Abstract : As machine learning systems are being used in an increasing number of applications from analysis of satellite sensory data and health-care analytics to smart virtual assistants and self-driving cars they are also becoming more and more complex. This means that more time and computing resources are needed in order to train the models and the number of design choices and hyperparameters will increase as well. READ MORE