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

Arab Face Recognition and Identification Based on Ethnicity and Gender Using Machine Learning

Mohammed Abual-Rub,Khalid Nahar,Ammar Almomani,Firas Alzobi

#Ethnicity #facial recognition #neural network #multi-class classification #machine learning #facial features

An Effective Online Learning Course Recommendation Using Improved Deep Active Convolutional Neural Network Based Sentiment Analysis and Ranking

Roshan Bhanuse,Sandip Mal

#Text pre-processing #feature extraction #feature selection #optimization #sentiment analysis #online learning #recommendation

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

Facial Expression Recognition and Classification Using Optimized EfficientNet-B7

Jenu Prabha,Vinod Kumar

#Facial expression #recognition #optimization #efficientnet #feature extraction #deep learning

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

GNN-DQL-Based Chronic Kidney Disease Classification Using GFR in the Internet of Medical Things Environment

Bhavani Tatiparti,Vydeki Dharmar

#Deep learning #neural network #Q-learning #glomerular filtration rate #mayfly optimization #optimal features #parameter optimization #AMO

Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images

K.P. Haripriya,H. Hannah Inbarani

#Classification #VGG-16 #PCA #fuzzy membership function #CNN #resnet50 #data augmentation

Facial Expression Recognition and Classification Using Optimized EfficientNet-B7

Jenu Prabha,Vinod Kumar

#Facial expression #recognition #optimization #efficientnet #feature extraction #deep learning

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

GNN-DQL-Based Chronic Kidney Disease Classification Using GFR in the Internet of Medical Things Environment

Bhavani Tatiparti,Vydeki Dharmar

#Deep learning #neural network #Q-learning #glomerular filtration rate #mayfly optimization #optimal features #parameter optimization #AMO

Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images

K.P. Haripriya,H. Hannah Inbarani

#Classification #VGG-16 #PCA #fuzzy membership function #CNN #resnet50 #data augmentation

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

Enterprise Employee Work Behavior Recognition Method Based on Faster Region-Convolutional Neural Network

Lu Zhang

#Enterprise staff #work behavior identification #Faster R-CNN #multi-scale features #K-means++ algorithm

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

Fuzzy Speech Recognition Algorithm Based on Continuous Density Hidden Markov Model and Self Organizing Feature Map

Yanning Zhang,Lei Ma,Yunwei Li

#Speech recognition #wiener filter #Mel-frequency cepstrum coefficient #continuous hidden Markov model #self-organizing feature neural network

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