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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: 35
  • Downloads: 14
  • DOI: 10.5455/jjcit.71-1734985264
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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: 28
  • Downloads: 9
  • DOI: 10.5455/jjcit.71-1739734998
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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: 66
  • Downloads: 12
  • DOI: 10.5455/jjcit.71-1740837540
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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
  • Views: 506
  • Downloads: 151
  • DOI: 10.5455/jjcit.71-1740933141
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