Search
Now showing items 1-4 of 4
Some New Results on Statistical Information and Evidence
(2020-05-21)
This dissertation represents an attempt to relate some fundamental statistical problems using the notions of information, entropy, and evidence.
Randomized and Evolutionary Approaches to Dataset Characterization, Feature Weighting, and Sampling in K-Nearest Neighbors
(2020-06-05)
K-Nearest Neighbors (KNN) has remained one of the most popular methods for supervised machine learning tasks. However, its performance often depends on the characteristics of the dataset and on appropriate feature scaling. ...
PRECISION MEDICINE: GENE AND CLINICAL DATA ANALYSIS OF RENAL CANCER
(2020-05-12)
Recent advances in biotechnology led to generation of large complex biological and clinical data sets that can be used to infer the underlying mechanism of many diseases and arrive at personalized treatments. One of these ...
IMPLEMENTATION PROCESS FOR AUTOMATED DATA ANALYSIS IN MINERAL EXTRACTION COMPANIES
(2015-11-24)
The need to determine knowledge from increasing amounts of information and raw data is a current and ongoing goal [1]. As technology continues to advance in the ability to collect and save more and more data, companies ...