The International Arab Journal of Information Technology (IAJIT)

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

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

Loitering Based Human Crime Detection in Video Surveillance using Beluga Whale Adam Dingo Optimizer and Deep Convolutional Neural Network

Nischita Waddenkery,Shridevi Soma

#Video surveillance #loitering behavior #human crime detection #enhanced euclidean distance #deep learning

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

Detecting Spam Reviews in Arabic by Deep Learning

Eman Aljadani,Fatmah Assiri,Areej Alshutayri

#Spam reviews #spam reviews detection #arabic language #deep learning #convolutional neural network #bidirectional long short-term memory

The Strategy of Discriminating False Comments on the Internet by Fusing Probabilistic Topic and Word Vector Models

Fei Long

#Probabilistic topics #word vectors #online reviews #false detection #CNN

Application of Decomposition Expression in Digital Video Object Segmentation

Jianfu Kong

#Video object segmentation #unsupervised #deep learning #decomposing expression #feature #bottleneck operator #foreground segmentation

Design and Implementation of Sports Network Teaching Platform Based on Discrete Similarity Method

Jian Cui,Lan Shi

#Adaptive savitzky-golay filtering #chaotic satin bower bird optimization #multi‐hypothesis fuzzy‐matching radon transform and sports network teaching

Robust Image Watermarking using DWT, DCT, and PSO with CNN-Based Attack Evaluation

Mohammad Alia,Adnan Hnaif,Aseel Alrawashdeh,Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Ahmad AlShanty

#Particle swarm optimization #discrete wavelet transform #discrete cosine transform #denosing network #additive white gaussian noise #peak signal-to-noise ratio #normalized correlation coefficient

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

Disease Prognosis of Fetal Heart’s Four-Chamber and Blood Vessels in Ultrasound Images Using CNN Incorporated VGG 16 and Enhanced DRNN

Someshwaran Gunasekaran,Sarada Vivekasaran

#Fetal heart disease #ultrasound images #augmented wiener filter #median modified wiener filter #region of interest #convolutional neural network #visual geometry group 16 #deep recurrent neural network

Horizontal Sequence Pooling Technique in Convolutional Neural Networks to Optimize Feature Extraction for DNA Sequence Classification

Lilibeth Coronel,Arnel Fajardo,Ruji Medina

#Pooling technique #classification #convolutional neural network #feature extraction #genomic sequence

Gesture Recognition Technology of VR Piano Playing Teaching Game based on Hidden Markov Model

Min Zeng

#HMM #piano performance #gesture recognition #SMA #VR technology

FD Technology for HSs based on Deep Convolutional Generative Adversarial Networks

Jun Wang,Yuanxi Wang

#CNN #GAN #hydrogen gas #sensors #fault #pattern recognition

FD Technology for HSs based on Deep Convolutional Generative Adversarial Networks

Jun Wang,Yuanxi Wang

#CNN #GAN #hydrogen gas #sensors #fault #pattern recognition

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

Cohesive Pair-Wises Constrained Deep Embedding for Semi-Supervised Clustering with Very Few Labeled Samples*

Jing Zhang,Guiyan Wei,Yonggong Ren

#Semi-supervised learning #clustering #auto-encoder network #pair-wise

Real-Time Sign Language Fingerspelling Recognition using Convolutional Neural Network

Abiodun Oguntimilehin,Kolade Balogun

#Communication #deep learning #sign language #hand gesture recognition

Computational Intelligence Based Point of Interest Detection by Video Surveillance Implementations

Emre Tercan,Serkan Tapkın,Furkan Küçük,Ali Demirtaş,Ahmet Özbayoğlu,Abdussamet Türker

#Point of interest detection #YOLO algorithm #R-CNN #TOOD #deep learning

Research on a Method of Defense Adversarial Samples for Target Detection Model of Driverless Cars

Ruzhi Xu,Min Li,Xin Yang,Dexin Liu,Dawei Chen

#Driverless cars #object detection #adversarial examples #parametric noise injection #adversarial training

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