Sökning: "Ziad Salam Patrous"
Hittade 2 uppsatser innehållade orden Ziad Salam Patrous.
1. Evaluating XGBoost for User Classification by using Behavioral Features Extracted from Smartphone Sensors
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Smartphones have opened the possibility to interact with people anytime and anywhere. A significant amount of individuals rely on their smartphone for work-related and everyday tasks. As a consequence modern smartphones include sensitive, valuable and confidential information, such as e-mails, photos, notes, and messages. LÄS MER
2. Evaluating Prediction Accuracy for Collaborative Filtering Algorithms in Recommender Systems
Kandidat-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)Sammanfattning : Recommender systems are a relatively new technology that is commonly used by e-commerce websites and streaming services among others, to predict user opinion about products. This report studies two specific recommender algorithms, namely FunkSVD, a matrix factorization algorithm and Item-based collaborative filtering, which utilizes item similarity. LÄS MER
