A NOVEL INSTANCE SEGMENTATION ALGORITHM BASED ON IMPROVED DEEP LEARNING ALGORITHM FOR MULTI-OBJECT IMAGES

(Received: 26-Oct.-2020, Revised: 15-Dec.-2020 and 17-Jan.-2021 , Accepted: 2-Feb.-2021)

Suhaila Farhan Ahmad Abuowaida,Huah Yong Chan,Nawaf Farhan Funkur Alshdaifat,Laith Abualigah

#Deep learning #Multi-object detection #Recognition #Instance segmentation #Average position RoI layer

Abstract

MULTI-LABEL RANKING METHOD BASED ON POSITIVE CLASS CORRELATIONS

(Received: 19-Jun.-2020, Revised: 8-Aug.-2020 , Accepted: 30-Aug.-2020)

Raed Alazaidah,Farzana Kabir Ahmad,Mohamad Farhan Mohamad Mohsin,Wael Ahmad AlZoubi

#Prediction #Machine learning #Multi-label ranking #Multi-label classification #Problem transformation methods #Class ranking methods

Abstract

(Received: 28-Mar.-2020, Revised: 23-Jun.-2020 and 15-Jul.-2020 , Accepted: 16-Jul.-2020)

Leen Al Qadi,Hozayfa El Rifai,Safa Obaid,Ashraf Elnagar

#Arabic text classification #Single-label classification #Multi-label classification #Arabic datasets #Shallow learning classifiers

Abstract

(Received: 2019-07-09, Revised: 2019-08-15 , Accepted: 2019-09-03)

Iyad Al-Agha,Osama Abu-Dahrooj

#Sentiment analysis #Public opinion #Twitter #Politics #Palestinian-Israeli conflict.

Abstract