Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data.
Majid FarhadlooArun SharmaJayant GuptaAlexey A. LeontovichSvetomir N. MarkovicShashi ShekharPublished in: CoRR (2024)
Keyphrases
- data sets
- data collection
- data points
- high dimensional data
- data processing
- artificial intelligence
- decision trees
- input space
- high quality
- raw data
- missing data
- synthetic data
- prior knowledge
- input data
- database
- image classification
- feature extraction
- data reduction
- feature selection
- data structure
- data mining techniques
- image data
- classification accuracy
- text classification
- end users
- feature vectors
- machine learning
- pattern recognition
- support vector
- spatial data
- missing values
- data quality
- training data
- similarity measure