Essays about: "Ziad Salam Patrous"
Found 2 essays containing the words Ziad Salam Patrous.
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1. Evaluating XGBoost for User Classification by using Behavioral Features Extracted from Smartphone Sensors
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : 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. READ MORE
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2. Evaluating Prediction Accuracy for Collaborative Filtering Algorithms in Recommender Systems
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : 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. READ MORE
