A Performance Evaluation of Machine Learning-Based Streaming Spam Tweets Detection.
Chao ChenJun ZhangYi XieYang XiangWanlei ZhouMohammad Mehedi HassanAbdulhameed AlelaiwiMajed A. AlRubaianPublished in: IEEE Trans. Comput. Soc. Syst. (2015)
Keyphrases
- machine learning
- spam detection
- learning systems
- social media
- pattern recognition
- detection method
- machine learning methods
- false alarms
- detection accuracy
- object detection
- detection rate
- data mining
- false positives
- automatic detection
- machine learning algorithms
- explanation based learning
- anomaly detection
- model selection
- supervised learning
- information extraction
- support vector machine
- computer science
- data streams
- knowledge acquisition
- learning algorithm
- computer vision
- feature selection
- news articles
- social media content
- anti spam
- real time
- streaming data
- web pages
- video sequences
- named entities
- knowledge representation
- text mining