Naïve Bayes Classifier for Debris Flow Disaster Mitigation in Mount Merapi Volcanic Rivers, Indonesia, Using X-band Polarimetric Radar
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Disaster Risk Science"
DOI: 10.1007/s13753-020-00321-7
Abstract: Debris flow triggered by rainfall that accompanies a volcanic eruption is a serious secondary impact of a volcanic disaster. The probability of debris flow events can be estimated based on the prior information of rainfall… read more here.
Keywords: flow disaster; debris; bayes classifier; debris flow ... See more keywords
Development of novel in silico model for developmental toxicity assessment by using naïve Bayes classifier method.
Sign Up to like & getrecommendations! Published in 2017 at "Reproductive toxicology"
DOI: 10.1016/j.reprotox.2017.04.005
Abstract: Toxicological testing associated with developmental toxicity endpoints are very expensive, time consuming and labor intensive. Thus, developing alternative approaches for developmental toxicity testing is an important and urgent task in the drug development filed. In… read more here.
Keywords: model developmental; toxicity; bayes classifier; developmental toxicity ... See more keywords
Variable Stiffness Object Recognition with a CNN-Bayes Classifier on a Soft Gripper.
Sign Up to like & getrecommendations! Published in 2022 at "Soft robotics"
DOI: 10.1089/soro.2021.0105
Abstract: Soft grippers significantly widen the palpation capabilities of robots, ranging from soft to hard materials without the assistance of cameras. From a medical perspective, the detection of size and shape of hard inclusions concealed within… read more here.
Keywords: recognition; variable stiffness; bayes classifier; soft gripper ... See more keywords
Efficient Jamming Identification in Wireless Communication: Using Small Sample Data Driven Naive Bayes Classifier
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2021.3064843
Abstract: The identification of malicious jamming pattern is significant for wireless communication system to adopt targeted anti-jamming approaches. Efficient identification of malicious jamming patterns requires sufficient sample data and computing resources for the complex electromagnetic environment.… read more here.
Keywords: naive bayes; sample data; small sample; bayes classifier ... See more keywords
Robustification of Naïve Bayes Classifier and Its Application for Microarray Gene Expression Data Analysis
Sign Up to like & getrecommendations! Published in 2017 at "BioMed Research International"
DOI: 10.1155/2017/3020627
Abstract: The naïve Bayes classifier (NBC) is one of the most popular classifiers for class prediction or pattern recognition from microarray gene expression data (MGED). However, it is very much sensitive to outliers with the classical… read more here.
Keywords: analysis; expression data; gene expression; bayes classifier ... See more keywords
An Integrated Approach Using Optimized Naive Bayes Classifier and Optical Flow Orientation for Video Object Retrieval
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Engineering and Systems"
DOI: 10.22266/ijies2021.0630.19
Abstract: The popularity of video recordings either on mobile devices or video surveillance has contributed to the demand for video data applications. As a result, the management of video has become significant in the object retrieval… read more here.
Keywords: video; retrieval; object retrieval; naive bayes ... See more keywords
Fault Detection and Classification of Shunt Compensated Transmission Line Using Discrete Wavelet Transform and Naive Bayes Classifier
Sign Up to like & getrecommendations! Published in 2020 at "Energies"
DOI: 10.3390/en13010243
Abstract: This paper presents the methodology to detect and identify the type of fault that occurs in the shunt compensated static synchronous compensator (STATCOM) transmission line using a combination of Discrete Wavelet Transform (DWT) and Naive… read more here.
Keywords: wavelet; naive bayes; bayes classifier; shunt compensated ... See more keywords