Essays about: "data-mining implementation"

Showing result 11 - 15 of 36 essays containing the words data-mining implementation.

1. 11. A Novel System for Deep Analysis of Large-Scale Hand Pose Datasets

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

   Author : Maria Touranakou; [2018]
   Keywords : Redundancy removal; similarity analysis; data mining; statistical analysis; image classification; image segmentation; deep learning; computer vision; ; Avlägsnande av redundans; likhetsanalys; data mining; statistisk analys; bildklassificering; bildsegmentering; djup lärning; datorsyn; ;

   Abstract : This degree project proposes the design and the implementation of a novel systemfor deep analysis on large-scale datasets of hand poses. The system consists of a set ofmodules for automatic redundancy removal, classification, statistical analysis andvisualization of large-scale datasets based on their content characteristics. READ MORE

3. 12. Feature Extraction for the Cardiovascular Disease Diagnosis

   University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologi

   Author : Yu Tang; [2018]
   Keywords : ECG; Feature Extraction; CWT; Unsupervised Learning; Clustering; User interface; Feature Visualization; ECG Disease Diagnosis.;

   Abstract : Cardiovascular disease is a serious life-threatening disease. It can occur suddenly and progresses rapidly. Finding the right disease features in the early stage is important to decrease the number of deaths and to make sure that the patient can fully recover. READ MORE

4. 13. Identifying Early Usage Patterns That Increase User Retention Rates In A Mobile Web Browser

   University essay from Linköpings universitet/Databas och informationsteknik

   Author : Pontus Persson; [2017]
   Keywords : data mining; retention; churn; association analysis; association rule; clustering; DBSCAN;

   Abstract : One of the major challenges for modern technology companies is user retentionmanagement. This work focuses on identifying early usage patterns that signifyincreased retention rates in a mobile web browser.This is done using a targetedparallel implementation of the association rule mining algorithm FP-Growth. READ MORE

5. 14. Performance Analysis on Hybrid and ExactMethods for Solving Clustered VRP : A Comparative Study on VRP Algorithms

   University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

   Author : Nunna Tejaswi; [2017]
   Keywords : Vehicle routing problem; logistics; clustering; genetic algorithm; exact algorithm;

   Abstract : Context: The Vehicle Routing Problem is an NP-hard problem with a combination of varieties oftopics like logistics, optimization research and data mining. There is a vast need of vehicle routingsolutions in day to day like with different constraints. READ MORE

6. 15. Identifying intended and unintended errors in financial transactions: a case study

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Zahra Rabiei; [2017]
   Keywords : ;

   Abstract : An internal audit group of a bank aims to identify the intended and unintended errors in the datasets from various sections such as the stock market. The identification is provided using various heuristics and data analysis techniques. One of thechallenges in the audit group is to find efficient and mostly automated detection techniques. READ MORE