Below are some YouTube videos of previous FYP / FYT oral presentations related to prediction.
2015 RAYW1 | Learning Social Influence from Past Data | A new approach to calculate the probabilities of influence of one social networking user over another user from the perspective of the person who observed the actions (rather than from the perspective of the user who performs the actions) |
2015 RAYW3 | Binary Classification with Models and Data Density Distribution | Classification based on probabilistic data rather than deterministic data (with 0-1 labels) |
2015 YIKE2 | Flooding Simulation with Improved Tools and Features | Flood simulation for a real terrain over a period of time under rainfall and other causes of flooding; utilizes the Shallow Water Equation to predict the water flow and return the water heights at respective locations over a certain time frame |
2013 LZ2 | A Traditional Chinese Medicine Android App for Sub-Health II | Fast app for asking pertinent health-related questions; updated GUI |
2013 RAYW2 | Sound Recognition System for Music Composers | Can recognize piano, guitar and violin sounds in wav files based on wave patterns; after that, it will choose the most suitable algorithm to compose the score |
2013 RO3 | Stock Data Market Analysis System | A tool for an investment company, HWK, that uses pre-processing and pattern recognition algorithms to automate and optimize the price patter recognition process for six common stock chart patterns |
2012 HA1 | An iPhone Location-based Service App for Tourists in Hong Kong | Be a Hong Konger; visit tourist spots, take photos and collect stamps |
2012 LUO1 | An iPhone-based Choh Dai Di Card Game | Unique app with initial card exchange; good introduction for Cho Dai Di beginners |
2012 LZ1 | A TCM Advisory Android App for Sub-Health | Useful tool to find possible reasons for less than standard health |
2012 MA2 | English, Cantonese, or Putonghua? | Language detection |
2012 MA3 | An Indoor Location-based (Android) App Based on a Location Fingerprinting Technique | Localization using three techniques plus a tool to meet strangers |
2012 MU5 | Android Game with Augmented Reality and Location-based Services | Catch imaginary characters in HK by pointing an Android phone at them |
2012 QYA2 | Mobile (Web) App for Matching Free Time and Close Friends | A tablet app that eases the way people organize hangouts |
2012 RAYW1 | Data Mining for Business Applications | Using statistical methods to find people most likely to help with viral marketing |
2012 RAYW3 | Modeling for Data Mining in a Social Network | Viral marketing tool with a nice GUI |
2012 RO4 | Social Investment Forecasting Using Web Mining | Nice GUI, creative use of social networking data |
2011 LEI1 | Song Searching Based on Humming | Song searching software including noise reduction, autocorrelation and pattern matching |
2011 MA3 | Texas Holdem Poker AI Utilizing Machine Learning Techniques | Experimenting with different machine learning paradigms to find an improved means to calculate win probabilities (Only the last 32 minutes were recorded due to an early start.) |
2011 QYA3 | Intelligent Campus Advisor for Location & Activity Recommendations | Activity and location recommendations based on GPS logs, Wi-Fi signal strength values, collaborative filtering techniques and collective matrix factorization |
2011 QYA4 | Collaborative Tourist Advisory System for Android Devices | Activity and location recommendations based on a time-location-activity tensor; a user-friendly GUI, including shortest path to destinations (Only the first 12 minutes were recorded due to battery outage.) |
2011 RAYW3 | Using Knowledge Discovery to Generate Melodies for New Chinese Lyrics | Application of data mining techniques to extract frequent patterns and frequent rhythms from pop songs; distinguished project! |
2011 WIL5 | Integrity Constraints of Probabilistic Databases | A novel functional dependency normal form to reduce redundancy |
2010 LEI4 | Stock Price Prediction via Time Series Data & Financial News Analysis | Pattern matching, linear regression and technical analysis; nice graphics |
2010 WIL3 | Visualizing User Preferences via Advanced Data Mining Techniques | Cool GUI, difficult algorithm and well-rehearsed verbal presentation |
2010 YIKE1 | Flood Prediction Using Optimized Flood Accumulation Algorithms | Good use of OpenGL Utility Toolkit (GLUT); various terrains and flooding parameters |
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