"Early Publishing" facilitates access to all peer-reviewed accepted papers in their final format and in advance of publishing the whole next issue online or in print.

ENHANCING FEW-SHOT LEARNING PERFORMANCE WITH BOOSTING ON TRANSFORMERS: EXPERIMENTS ON SENTIMENT ANALYSIS TASKS

(Received: 23-Dec.-2024, Revised: 11-Jun.-2025 , Accepted: 4-Jul.-2025)

Lenh Phan Cong Pham,Huan Thai Phong

#Few-shot learning #Boosting #Transformer models #Sentiment analysis

Views: 20
Downloads: 8
DOI: 10.5455/jjcit.71-1734985264
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Abstract

IMPROVING IOT SECURITY: THE IMPACT OF DIMENSIONALITY AND SIZE REDUCTION ON INTRUSION-DETECTION PERFORMANCE

(Received: 16-Mar.-2025, Revised: 23-May-2025 and 24-Jun.-2025 , Accepted: 27-Jun.-2025)

Remah Younisse,Amal Saif,Nailah Al-Madi,Sufyan Almajali,Basel Mahafzah

#Dimensionality reduction #Data reduction #Autoencoders #Stratified sampling #Machine learning

Views: 20
Downloads: 7
DOI: 10.5455/jjcit.71-1739734998
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Abstract

ADVANCED DEEP-LEARNING TECHNIQUES FOR IMPROVED CYBERBULLYING DETECTION IN ARABIC TWEETS

(Received: 1-Mar.-2025, Revised: 11-May-2025 and 15-Jun.-2025 , Accepted: 19-Jun.-2025)

Marah Hawa,Thani Kmail,Ahmad Hasasneh

#Machine learning algorithms #Arabic tweets #Deep-learning techniques #Recurrent neural network #Cyberbullying

Views: 57
Downloads: 9
DOI: 10.5455/jjcit.71-1740837540
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Abstract

JORDANIAN ARABIC TO MODERN STANDARD ARABIC TRANSLATION USING A LARGE MODEL TUNED ON A PURPOSE-BUILT DATASET AND SYNTHETIC ERROR INJECTION

(Received: 2-Mar.-2025, Revised: 7-Jun.-2025 , Accepted: 8-Jun.-2025)

Gheith A. Abandah,Moath R. Khaleel,Iyad F. Jafar,Mohammad R. Abdel- Majeed,Yousef H. Hamdan,Ashraf E. Suyyagh,Asma A. Abdel-Karim,Shorouq M. AlAwawdeh

#Jordanian Arabic #Modern Standard Arabic #Dialectal translation #Large language models #Synthetic error injection #Natural-language processing #ByT5