The International Arab Journal of Information Technology (IAJIT)

Empowering Ovarian Cancer Subtype Classification with Parallel Swin Transformers and WSI Imaging

Lubna ALkahla,Jwan Saeed,Maher Hussein

#Ovarian cancer #Swin-transformer #sub-type classification #histology image analysis

Enhancing Session-Based Recommendations by Fusing Candidate Items

Yingjuan Sun,Wanhua Li,Jingqi Xing,Bangzuo Zhang,Dongbing Pu,Qian Liu,Yinghui Sun

#Recommendation systems #session-based recommendation #graph neural network #attention mechanism

Cyberbullying Detection in Social Networks Using Deep Learning

Hayel Khafajeh

#Cyberbullying detection #deep learning #social networks #convolutional neural networks #long short-term memory #bidirectional encoder representations from transformers

An Improved Classification Model for English Syntax Error Correction Design of DL Algorithm

Xue Han

#Universities #English #syntax error #classification model #neural network #attention mechanism

CANBLWO: A Novel Hybrid Approach for Semantic Text Generation

Abhishek Kumar Pandey,Sanjiban Sekhar Roy

#Natural language processing #natural language generation #neural network #convolutional attention network #whale optimization algorithm #BERT #large language model

Machine Learning Driven Threat Identification to Enhance FANET Security using Genetic Algorithm

Shikha Gupta,Neetu Sharma

#FANET #threats #genetic #trust #reputation #network reliability #machine learning

Analysis of QA System Behavior against Context and Question Changes

Rachid Karra,Abdelali Lasfar

#Adversarial attacks #BERT #data quality #question answering #simplification

Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques

Mohammed Maree,Mujahed Eleyat,Enas Mesqali

#Machine learning #bilingual sentiment analysis #NLP #sentiment datasets

Analysis of QA System Behavior against Context and Question Changes

Rachid Karra,Abdelali Lasfar

#Adversarial attacks #BERT #data quality #question answering #simplification

Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques

Mohammed Maree,Mujahed Eleyat,Enas Mesqali

#Machine learning #bilingual sentiment analysis #NLP #sentiment datasets

Classification of Breast Cancer using Ensemble Filter Feature Selection with Triplet Attention Based Efficient Net Classifier

Bangalore Nagaraj Madhukar,Shivanandamurthy Hiremath Bharathi,Matta Polnaya Ashwin

#Breast cancer classification #histopathology image #ensemble filter feature selection #triplet attention based EfficientNet #TAENet

Saliency Detection for Content Aware Computer Vision Applications

Manipoonchelvi Pandivalavan,Muneeswaran Karuppiah

#Content aware processing #saliency detection #computational visual attention

Joint Extraction of Organizations and Relations for Emergency Response Plans with Rich Semantic Information Based on Multi-head Attention Mechanism

Tong Liu,Haoyu Liu,Weijian Ni,Mengxiao Si

#Emergency plan #entity-relation joint extraction #deep learning #attention mechanism

An On-Site Electronic Voting System Using Blockchain and Biometrics

Shu-Fen Tu,Ching-Sheng Hsu,Bo-Long You

#Blockchain #biometric #distributed ledger #e-voting

Spatial and Semantic Information Enhancement for Indoor 3D Object Detection

Chunmei Chen,Zhiqiang Liang,Haitao Liu,Xin Liu

#3D object detection #edge convolution #attention mechanism #spatial information #semantic information

Temporal Residual Network Based Multi-Head Attention Model for Arabic Handwriting Recognition

Ramzi Zouari,Dalila Othmen,Houcine Boubaker,Monji Kherallah

#Beta stroke #velocity #residual #skip connection #attention #vanishing gradient

Deep Learning Based Mobilenet and Multi-Head Attention Model for Facial Expression Recognition

Aicha Nouisser,Ramzi Zouari,Monji Kherallah

#Depthwise #pointwise #attention #balanced #skip connection #transfer learning

Exploring the Performance of Farasa and CAMeL Taggers for Arabic Dialect Tweets

Aseel Alfaidi,Hajer Alwadei,Areej Alshutayri,Shahd Alahdal

#Dialect arabic tweets #POS #POS tagging #MSA tagger #farasa tagger #CAMeL tagger

Incorporating Triple Attention and Multi-scale Pyramid Network for Underwater Image Enhancement

Kaichuan Sun,Yubo Tian

#Underwater image enhancement #attention mechanism #multi-scale pyramid network #encoder-decoder

An Effective Approach to Software Cost Estimation

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