Text Similarity Detection Using Machine Learning Algorithms with Character-Based Similarity Measures.
Emil KalbaliyevSamir RustamovPublished in: MIDI (2020)
Keyphrases
- machine learning algorithms
- similarity measure
- benchmark data sets
- machine learning methods
- machine learning
- learning algorithm
- predictive accuracy
- decision trees
- similarity measurement
- similarity function
- similarity assessment
- semantic similarity
- learning problems
- random forests
- distance measure
- text recognition
- text lines
- euclidean distance
- similarity metrics
- edit distance
- mutual information
- machine learning models
- learning tasks
- machine learning systems
- similarity computation
- text detection
- machine learning approaches
- input features
- text input
- learning models
- dissimilarity measure
- real world
- similarity scores
- semantic information
- distance function
- training data
- statistical machine learning
- scene text
- reinforcement learning
- data structure
- pairwise
- text mining
- general purpose
- document images
- learning systems