scholarly journals Determination of rheological properties of bio-asphalt binders through experimental and multilayer feed-forward neural network methods

2021 ◽  
Author(s):  
Abdulnaser M Al-Sabaeei ◽  
Madzlan B Napiah ◽  
Muslich H Sutanto ◽  
Suzielah Rahmad ◽  
Nur Izzi Md Yusoff ◽  
...  
Keyword(s):  
Neural Network ◽  
Rheological Properties ◽  
Asphalt Binders ◽  
Feed Forward Neural Network ◽  
Feed Forward ◽  
Network Methods

scholarly journals Nondestructive Determination of Maturity of the Monthong Durian by Mel-Frequency Cepstral Coefficients (MFCCs) and Neural Network

2016 ◽  
Vol 855 ◽  
pp. 75-81
Author(s):  
Peerapol Khunarsa ◽  
Julalug Mahawan ◽  
Pisit Nakjai ◽  
Nerissa Onkhum
Keyword(s):  
Neural Network ◽  
Pattern Matching ◽  
Accuracy Rate ◽  
Feed Forward Neural Network ◽  
Mel Frequency Cepstral Coefficients ◽  
Nondestructive Technique ◽  
Feed Forward ◽  
Cepstral Coefficients

The challenging for buyers around the globe to identify good quality of Durian. For several kinds of Durian, it may be difficult for buyers to determine the Durian quality by appearance. The ability to select only good quality Durian without cutting or cleaving is useful because buyers will not waste money ordering undesirable Durian.This paper proposes a nondestructive technique to determine the stages of maturity of durian fruits. The presented methodology utilizes the concept of pattern matching. We used the local knocking equipment to knock the durian for knocked-sound. After that the knocked-sound was analyzed and generated to Mel-frequency cepstral coefficients (MFCCs) that is used to train data for the classifier. Feed-Forward Neural Network was used for the classifier and can effectively classification the stages of maturity of durian fruits with accuracy rate more than 82%.

scholarly journals A fusion of data science and feed-forward neural network-based modelling of COVID-19 outbreak forecasting in IRAQ

2021 ◽  
Vol 118 ◽  
pp. 103766
Author(s):  
Ahmed J. Aljaaf ◽  
Thakir M. Mohsin ◽  
Dhiya Al-Jumeily ◽  
Mohamed Alloghani
Keyword(s):  
Neural Network ◽  
Data Science ◽  
Feed Forward Neural Network ◽  
Feed Forward
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