Essays about: "classification with data imbalance"

Showing result 1 - 5 of 14 essays containing the words classification with data imbalance.

  1. 1. Forecasting Components Failure Using Ant Colony Optimization For Predictive Maintenance

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi; Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Durlabh Shahi; Ankit Gupta; [2020]
    Keywords : ACO; predictive Maintenance; fault detection;

    Abstract : Failures are the eminent aspect of any machine and so is true for vehicle as it is one of the sophisticated machines of today’s time. Early detection of faults and prioritized maintenance is a necessity of vehicle manufactures as it enables them to reduce maintenance cost and increase customer satisfaction. READ MORE

  2. 2. Multi-Class Imbalanced Learning for Time Series Problem : An Industrial Case Study

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Melanie Andersson; [2020]
    Keywords : Time Series; Imbalanced Learning; Weather Classification; Microwave Link; Multi-Class Classification;

    Abstract : Classification problems with multiple classes and imbalanced sample sizes present a new challenge than the binary classification problems. Methods have been proposed to handle imbalanced learning, however most of them are specifically designed for binary classification problems. READ MORE

  3. 3. Automatic Recognition and Classification of Translation Errors in Human Translation

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Luise Dürlich; [2020]
    Keywords : Error Recognition; Human Translation; Quality Estimation; BERT;

    Abstract : Grading assignments is a time-consuming part of teaching translation. Automatic tools that facilitate this task would allow teachers of professional translation to focus more on other aspects of their job. Within Natural Language Processing, error recognitionhas not been studied for human translation in particular. READ MORE

  4. 4. Machine Learning analysis of text in a Clinical Decision Support System

    University essay from

    Author : Dimitri Gharam; [2020]
    Keywords : Machine Learning; NLP;

    Abstract : Nurses at the Uppsala Emergency Medical Dispatch Center uses a computerized dispatcher system to prioritize patients calling the emergency number (112). The dispatchers at the emergency dispatcher center register information into that system to help them determine the treatment necessary for the patient’s condition. READ MORE

  5. 5. Machine Learning for Sparse Time-Series Classification - An Application in Smart Metering

    University essay from KTH/Matematisk statistik

    Author : Carl Ridnert; [2019]
    Keywords : ;

    Abstract : Smart Meters are measuring devices collecting labeled time series data of utility consumptions from sub-meters and are capable of automatically transmit-ting this between the customer and utility companies together with other companies that offer services such as monitoring of consumption and cleaning of data. The smart meters are in some cases experiencing communication errors. READ MORE