Essays about: "unbalanced data"

Showing result 16 - 20 of 102 essays containing the words unbalanced data.

1. 16. How does unexpected news about employment affect the exchange rate?

   University essay from Uppsala universitet/Nationalekonomiska institutionen

   Author : Otto Aspemo; Joel Grönblad; [2023]
   Keywords : Central Bank; Employment Change; Exchange Rate; Interest Rate Differential; Monetary Policy; UncoveredInterest Rate Parity Condition;

   Abstract : The research conducted intends to examine how unexpected changes in employment may affect both exchange rates and interest rates. The results used in the analysis are extracted by running two ordinary least squares regressions with data structured as an unbalanced panel. READ MORE

3. 17. Implementation of Bolt Detection and Visual-Inertial Localization Algorithm for Tightening Tool on SoC FPGA

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

   Author : Muhammad Ihsan Al Hafiz; [2023]
   Keywords : Bolt detection; Visual-Inertial localization; System-on-Chip SoC ; Field-Programmable Gate Array FPGA ; Machine learning; Perspective-n-Points; Error-State Extended Kalman Filter ESEKF ; High-Level Synthesis HLS ; YOLO; Tightening tool; Bultdetektering; visuell-tröghetslokalisering; System-on-Chip SoC ; Field-Programmable Gate Array FPGA ; Machine Learning; Perspective-n-Points; Error-State Extended Kalman Filter ESEKF ; High-Level Synthesis HLS ; YOLO; åtdragningsverktyg;

   Abstract : With the emergence of Industry 4.0, there is a pronounced emphasis on the necessity for enhanced flexibility in assembly processes. In the domain of bolt-tightening, this transition is evident. Tools are now required to navigate a variety of bolts and unpredictable tightening methodologies. READ MORE

4. 18. Speech activity detection in videos

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Viktor Andersson; Nelly Ostréus; [2022]
   Keywords : Technology and Engineering;

   Abstract : Speech is an important way of communication all over the world. The speech information is encoded both aural and visual. More than 1.5 billion people have hearing loss and for those the visual information is even more important than for people with normal hearing. READ MORE

5. 19. Detecting gastrointestinal abnormalities with binary classification of the Kvasir-Capsule dataset : A TensorFlow deep learning study

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Mathias Hollstensson; [2022]
   Keywords : TensorFlow; Image classification; Transfer learning; Binary classification; Data augmentation; Video capsule endoscopy; Kvasir-Capsule.;

   Abstract : The early discovery of gastrointestinal (GI) disorders can significantly decrease the fatality rate of severe afflictions. Video capsule endoscopy (VCE) is a technique that produces an eight hour long recording of the GI tract that needs to be manually reviewed. READ MORE

6. 20. Evaluating the Effectiveness of Active Learning Methods in Drug Repurposing

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Dalia Ortiz Pablo; [2022]
   Keywords : ;

   Abstract : 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