Essays about: "data mining approach"

Showing result 21 - 25 of 152 essays containing the words data mining approach.

1. 21. Information Extraction and Document Similarity: Bag-of- Concepts based approach

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Shubhomoy Biswas; [2022]
   Keywords : ;

   Abstract : People in many organizations develop rich-text files, such as Microsoft Word (MS-Word) and Microsoft Powerpoint (MS-Powerpoint), which contain textual content in a variety of domains, from product presentations to confidential paperwork. This thesis examines information extraction methods, provides a concept-based strategy for computationally representing documents, and determines the degree of similarity between documents based on the information contained in them. READ MORE

3. 22. Predictive maintenance using NLP and clustering support messages

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Ugur Yilmaz; [2022]
   Keywords : Predictive maintenance; support messages; NLP; unsupervised clustering; intent recognition; LDA; UMAP; HDBSCAN; BERT; Swedish BERT KB-BERT ; Billogram;

   Abstract : Communication with customers is a major part of customer experience as well as a great source of data mining. More businesses are engaging with consumers via text messages. Before 2020, 39% of businesses already use some form of text messaging to communicate with their consumers. Many more were expected to adopt the technology after 2020[1]. READ MORE

4. 23. AI based prediction of road users' intents and reactions

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Akshay Gurudath; [2022]
   Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

   Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE

5. 24. Data mining historical insights for a software keyword from GitHub and Libraries.io; GraphQL

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Gustaf Bodemar; [2022]
   Keywords : Data mining; Web scraping; Historical data analysis; GitHub; Libraries.io; GraphQL; Datautvinning; Webbskrapning; Historisk dataanalys; GitHub; Libraries.io; GraphQL;

   Abstract : This paper explores an approach to extracting historical insights into a software keyword by data mining GitHub and Libraries.io. We test our method using the keyword GraphQL to see what insights we can gain. We managed to plot several timelines of how repositories and software libraries related to our keyword were created over time. READ MORE

6. 25. Classification of Financial Transactions using Lightweight Memory Networks

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

   Author : Zhexin Cui; [2022]
   Keywords : Fraud Detection; Memory Network; Light-weight Model; Cryptocurrencies; Upptäckt av bedrägerier; minnesnätverk; lättviktsmodell; kryptovalutor;

   Abstract : Various forms of fraud have substantially impacted our lives and caused considerable losses to some people. To reduce these losses, many researchers have devoted themselves to the study of fraud detection. READ MORE