ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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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
Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera Video
Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam
#Computer vision
#human activity recognition
#face recognition
#crowd video surveillance
#deep learning
#feature extraction
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
Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images
Qiaofeng Zhou
#Attention mechanisms
#remote sensing imagery
#tourist
#ecological capacity
Unsupervised Convolutional Autoencoder Framework for Multimodal Medical Image Fusion in Brain Tumour Diagnosis
Saravanan Vijayan,Malarvizhi Subramani
#Unsupervised learning
#autoencoders
#image fusion
#medical images
#brain tumours
Adaptive Red Panda Optimization for Feature Extraction in Diabetic Retinopathy Detection Using Deep Learning
Mahesh Ramakrishnappa,Rohith Shivashankar
#Diabetes
#diabetic retinopathy detection
#convolutional neural network
#U-net
#red panda optimization
Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos
David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso
#Image processing
#LSTM
#patterns of violence
#violence detection
#xception
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
Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera video
Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam
#Computer vision
#human activity recognition
#face recognition
#crowd video surveillance
#deep learning
#feature extraction
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
Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images
Qiaofeng Zhou
#Attention mechanisms
#remote sensing imagery
#tourist
#ecological capacity
Unsupervised Convolutional Autoencoder Framework for Multimodal Medical Image Fusion in Brain Tumour Diagnosis
Saravanan Vijayan,Malarvizhi Subramani
#Unsupervised learning
#autoencoders
#image fusion
#medical images
#brain tumours
Adaptive Red Panda Optimization for Feature Extraction in Diabetic Retinopathy Detection Using Deep Learning
Mahesh Ramakrishnappa,Rohith Shivashankar
#Diabetes
#diabetic retinopathy detection
#convolutional neural network
#U-net
#red panda optimization
Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos
David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso
#Image processing
#LSTM
#patterns of violence
#violence detection
#xception
Improving Student Engagement in College Education with Fuzzy Control Algorithm
Yan Chen
#Fuzzy controller
#mamdani fuzzy inference system
#adaptive control
#modified salp swarm
#engagement level
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
Enhanced Nucleus Segmentation with Sobel Edge Detection and Attention Gate with Modified UNET
Sravanthi Jakkula,Raju Bhukya
#UNET
#nucleus segmentation
#sobel filter
Sales Forecasting and Consumption Recommendation System of E-commerce Agricultural Products Based on LSTM Model
Jianwei Wu
#LSTM model
#sales forecast of agricultural products
#e-commerce
#personalized recommendation system
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
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