Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

A New Data Reduction Technique for Efficient Arabic Data Sentiment Analysis

Remah Younisse,Arafat Awajan,Maram Bani Younes

#Arabic language #sentiment analysis #BERT #data reduction #TF-IDF

Transformer-Based Text Summarization: A Deep Learning Approach with Hybrid Optimization

Dabiah Alboaneen

#Deep learning #text summarization #transformer #optimization #extractive and abstractive

Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

A New Data Reduction Technique for Efficient Arabic Data Sentiment Analysis

Remah Younisse,Arafat Awajan,Maram Bani Younes

#Arabic language #sentiment analysis #BERT #data reduction #TF-IDF

Transformer-Based Text Summarization: A Deep Learning Approach with Hybrid Optimization

Dabiah Alboaneen

#Deep learning #text summarization #transformer #optimization #extractive and abstractive

Federated Graph Neural Networks for Dynamic IoT Collaboration Optimization in Smart Home Environments

Cheng Zhang,Yuanquan Zhong

#IoT device collaboration #graph neural network #federated learning #graph structure #smart home

Bidirectional Circular Shift-Based Reversible Steganography Algorithm with Dual Stego-Images

Mujeebudheen Khan Immamuddinkhan,Siva Sankar Kanahasabapathy

#Data hiding #multiple stego-image #PSNR #bi-directional shift #stego-image

A Spatio-Temporal Feature Representation of Multimodal Surveillance Images for Behavioral Recognition

Lei Ma,Hongxue Yang,Guanghao Jin

#Multimodal #surveillance images #spatio-temporal features #behavioral recognition #convolutional neural network #dual attention mechanism

Modeling Fuzzy Data with Fuzzy Data Types in Fuzzy Database and XML Models

Li Yan

#Database models #fuzzy data #fuzzy data types #fuzzy databases #fuzzy XML #modeling

A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks

Zijie Ji,Teng Lv,Yi Yu

#Recommendation model #user intent #knowledge-aware attention #dual-end recommendation

Neural Networks and Sentiment Features for Extremist Content Detection in Arabic Social Media

Hanen Himdi,Fatimah Alhayan,Khaled Shaalan

#BERT #sentiment analysis #deep learning #transformer-based models

A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks

Zijie Ji,Teng Lv,Yi Yu

#Recommendation model #user intent #knowledge-aware attention #dual-end recommendation

Neural Networks and Sentiment Features for Extremist Content Detection in Arabic Social Media

Hanen Himdi,Fatimah Alhayan,Khaled Shaalan

#BERT #sentiment analysis #deep learning #transformer-based models

Integrating Multiplex Heterogeneous Network for Knowledge Tracing

Liqing Qiu,Si’ao Sun

#Knowledge tracing #multiplex heterogeneous networks #graph representation learning #pre-trained embeddings #graph convolutional networks

Constitutive Artificial Neural Network for the Construction of an English Multimodal Corpus

Junhua Li,Yuehua Li,Lihao Han

#Constitutive artificial neural network #deep wavelet scattering transform #honey badger algorithm #multivariate fast iterative filtering

Integrating Multiplex Heterogeneous Network for Knowledge Tracing

Liqing Qiu,Si’ao Sun

#Knowledge tracing #multiplex heterogeneous networks #graph representation learning #pre-trained embeddings #graph convolutional networks

Pedestrian Target Recognition Algorithm in Public Places Based on Representation Learning and Similarity Learning

Xiaowen Li

#DenseNet #singular value decomposition #KNN algorithm #AM-softmax function #pedestrian target recognition

FPGA based Flexible Implementation of Light Weight Inference on Deep Convolutional Neural Networks

Shefa Dawwd

#Standard convolution #depthwise separable convolution #inference #deep convolutional neural networks #FPGA

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