Augmenting Frame-based with Window-based Features for C. elegans Movement Classification.
Jennifer PianeYiyang WangTimothy CheungHongkyun KimJacob D. FurstDaniela RaicuPublished in: BHI (2019)
Keyphrases
- feature extraction
- classification accuracy
- feature vectors
- feature set
- classification method
- classification models
- svm classifier
- feature space
- classification process
- pattern recognition
- extracted features
- support vector machine svm
- image classification
- extracting features
- gender classification
- benchmark datasets
- class labels
- machine learning
- feature analysis
- feature selection
- supervised learning
- feature values
- support vector machine
- feature representation
- feature construction
- feature weights
- decision trees
- high dimensionality
- machine learning approaches
- discriminative features
- classification scheme
- feature selection algorithms
- discriminating features
- gabor filters
- support vector
- preprocessing
- low level
- image features
- model selection
- false positives
- roc curve
- machine learning algorithms
- text classification
- knn
- classification algorithm
- automatic classification
- object recognition
- irrelevant features
- features extraction
- similarity measure
- feature reduction
- feature extraction and classification
- data sets