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HWR-PDNET: A TRANSFER LEARNING CNN FOR PARKINSON’S DETECTION FROM HANDWRITING IMAGES

(Received: 6-Jun.-2025, Revised: 13-Aug.-2025 , Accepted: 22-Aug.-2025)
Mathu T.,Ronal Roy,Jenefa Archpaul,Ebenezer V.
#Parkinson’s disease #Handwriting analysis #Early diagnosis #Transfer learning #Deep learning in healthcare #Convolutional neural networks (CNNs)
  • Views: 59
  • Downloads: 18
  • DOI: 10.5455/jjcit.71-1749201172
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FROM SURVEYS TO SENTIMENT: A REVIEW OF PATIENT FEEDBACK COLLECTION AND ANALYSIS METHODS

(Received: 15-May-2025, Revised: 21-Jul.-2025 , Accepted: 4-Aug.-2025)
Ayushi Gupta,Anamika Gupta,Dhruv Bansal,Khushi
#Patient feedback #Sentiment analysis #Lexicon #Machine learning #Deep learning #Generative AI
  • Views: 73
  • Downloads: 21
  • DOI: 10.5455/jjcit.71-1747299718
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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: 328
  • Downloads: 99
  • 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: 256
  • Downloads: 74
  • DOI: 10.5455/jjcit.71-1739734998
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