Essays about: "Hypothesis- based Clustering"

Showing result 6 - 10 of 15 essays containing the words Hypothesis- based Clustering.

  1. 6. Development of Typical Load Profiles on residential electricity consumption using attribute data on electric vehicles, heating systems and fuse sizes

    University essay from Uppsala universitet/Industriell teknik

    Author : Aikaterini Manousidou; Martina Lundberg; [2022]
    Keywords : Typical Load Profiles; electric vehicles; load curves; smart grid; electrification; Velander formula;

    Abstract : It is time to phase out fossil fuels and invest our efforts in green energy production through a major restructuring of the energy system. At the same time, more people are acquiring electric vehicles (EVs), thus creating a higher demand of electricity, and solar panels, allowing the consumer to also be a micro-producer. READ MORE

  3. 7. Convergence of CO2 emissions in the Americas

    University essay from Jönköping University/IHH, Nationalekonomi

    Author : Mikael Arvidsson Martins; [2021]
    Keywords : Carbon Dioxide Emissions; Emission Intensity; Convergence; Club Convergence; The Americas;

    Abstract : Maintaining global warming to 2 degrees Celsius above pre-industrial levels is vital. Whether the convergence hypothesis holds for carbon dioxide emissions is important for policymakers facing this issue. This paper investigates the convergence behavior of carbon dioxide emissions for 39 countries in the Americas from 1960-2016. READ MORE

  4. 8. Finding time-based listening habits in users music listening history to lower entropy in data

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

    Author : John Magnusson; [2021]
    Keywords : Data mining; Clustering; Listening habits; Entropy.; Datautvinning; Klusteranalys; Lyssningsvanor; Entropi.;

    Abstract : In a world where information, entertainment and e-commerce are growing rapidly in terms of volume and options, it can be challenging for individuals to find what they want. Search engines and recommendation systems have emerged as solutions, guiding the users. READ MORE

  5. 9. Tracking of Pedestrians Using Multi-Target Tracking Methods with a Group Representation

    University essay from Linköpings universitet/Reglerteknik

    Author : Jakob Jerrelind; [2020]
    Keywords : Multiple target tracking; random finite sets; probability hypothesis density; PHD; cardinalized; CPHD;

    Abstract : Multi-target tracking (MTT) methods estimate the trajectory of targets from noisy measurement; therefore, they can be used to handle the pedestrian-vehicle interaction for a moving vehicle. MTT has an important part in assisting the Automated Driving System and the Advanced Driving Assistance System to avoid pedestrian-vehicle collisions. READ MORE

  6. 10. Dynamic GAN-based Clustering in Federated Learning

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

    Author : Yeongwoo Kim; [2020]
    Keywords : Clustering; Federated Learning; Time Series Forecasting; ClusterGAN; Hypothesis- based Clustering; Kluster; Federerad inlärning; Prognoser för tidsserier; ClusterGAN; hypotesbaserat kluster;

    Abstract : As the era of Industry 4.0 arises, the number of devices that are connectedto a network has increased. The devices continuously generate data that hasvarious information from power consumption to the configuration of thedevices. READ MORE