Results 41 to 50 of about 319,250 (312)
Extremely Fast Decision Tree [PDF]
Knowledge Discovery and Data Mining, 2018 We introduce a novel incremental decision tree learning algorithm, Hoeffding Anytime Tree, that is statistically more efficient than the current state-of-the-art, Hoeffding Tree.
Chaitanya Manapragada +2 more
semanticscholar +1 more source
An Enhanced Machine Learning Framework for Network Anomaly Detection
AIGiven the increasing volume and sophistication of cyber-attacks, there has always been a need for improved and adaptive real-time intrusion detection systems.
Oumaima Chentoufi +2 more
doaj +1 more source
Cost-effectiveness analysis of carrier and prenatal genetic testing for X-linked hemophilia
Journal of the Formosan Medical Association, 2015 Hemophilia involves a lifelong burden from the perspective of the patient and the entire healthcare system. Advances in genetic testing provide valuable information to hemophilia-affected families for family planning. The aim of this study was to analyze
Meng-Che Tsai +5 more
doaj +1 more source
Learning and Development of Home Service Robots’ Service Cognition Based on a Learning Mechanism
Applied Sciences, 2020 In order to improve the intelligence of home service robots and resolve their inability to develop service cognition skills in an autonomous, human-like manner, we propose a method for home service robots to learn and develop skills that allow them to ...
Fei Lu +5 more
doaj +1 more source
International Journal of Prognostics and Health Management, 2019 Vibration-based continuous monitoring system for fault diagnosis of automobile hydraulic brake system is presented in this study. This study uses a machine learning approach for the fault diagnosis study. A hydraulic brake system test rig was fabricated.
Alamelu Manghai T. M , Jegadeeshwaran R
doaj +1 more source
Robust optimization with incremental recourse [PDF]
, 2013 In this paper, we consider an adaptive approach to address optimization problems with uncertain cost parameters. Here, the decision maker selects an initial decision, observes the realization of the uncertain cost parameters, and then is permitted to ...
Nasrabadi, Ebrahim, Orlin, James B.
core
Arthritis Care &Research, EarlyView.Objective The aim of this study was to investigate the cost‐effectiveness of low‐dose colchicine prophylaxis for preventing gout flares when starting allopurinol using the “start‐low go‐slow” approach. Methods Participants with gout, fulfilling the American College of Rheumatology recommendations for starting urate‐lowering therapy and with serum urate
Yana Pryymachenko +4 more
wiley +1 more source
ESC Heart Failure, 2023 Aims When relying on clinical assessment alone, an estimated 22% of acute heart failure (AHF) patients are missed, so clinical guidelines recommend the use of N‐terminal pro‐B‐type natriuretic peptide (NT‐proBNP) for AHF diagnosis.
Ryan Walkley +4 more
doaj +1 more source
SVM-KNN Network Intrusion Detection Method Based on Incremental Learning [PDF]
Jisuanji gongcheng, 2020 In order to meet the requirements of intrusion detectionfor real-time performance and accuracy,this paper designs an IL-SVM-KNN classifier that combines Support Vector Machine(SVM) and K-Nearest Neighbor(KNN) algorithm,and the balanced k-dimensional tree
FU Zixi, XU Yang, WU Zhaodi, XU Dandan, XIE Xiaoyao
doaj +1 more source
Incremental Decision Tree based on order statistics [PDF]
, 2012 International audienceNew application domains generate data which are not persistent anymore but volatile: network management, web profile modeling... These data arrive quickly, massively and are visible just once. Thus they necessarily have to be learnt
Lemaire, Vincent, Salperwyck, Christophe
core +2 more sources