Essays about: "classification with data imbalance"
Showing result 6 - 10 of 39 essays containing the words classification with data imbalance.
-
6. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification
University essay from Uppsala universitet/Matematiska institutionenAbstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE
-
7. FAULT DETECTION IN AIR HANDLING UNIT (AHU) USING MACHINE LEARNING
University essay from Högskolan Dalarna/MikrodataanalysAbstract : Fault in Air Handling Unit (AHU) of the Heating, Ventilation, and Air Conditioning (HVAC) systems in buildings is a challenge that building managements face. These faults cause buildings to waste 15 – 30% of the energy consumed by the AHU. READ MORE
-
8. Distance preserving Fermat VAE
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Deep neural networks takes their strength in the representations, or features, that they internally build. While these internal encodings help networks performing classification or regression tasks on specific data types, it exists a branch of machine learning that has for only purpose to build these representations. READ MORE
-
9. Machine Learning for Classification of Temperature Controlled Containers Using Heavily Imbalanced Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Temperature controllable containers are used frequently in order to transport pharmaceutical cargo all around the world. One of the leading manufacturing companies of these containers has a method for detecting containers with a faulty cooling system before making a shipment. READ MORE
-
10. Evaluating the Effectiveness of Active Learning Methods in Drug Repurposing
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Creating new drugs is an expensive process both in time and resources. Drug repurposing aims to find other uses for already approved medicines or clinical candidates to speed up the development of treatments; it can be done experimentally or computationally, with in silico approaches demonstrating many advantages. READ MORE