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

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

Deep Learning Inpainting Model on Digital and Medical Images-A Review

Jennyfer Susan,Parthasarathy Subashini

#Image inpainting #image restoration #deep learning #supervised method #unsupervised method

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

A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos

Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal

#Human action recognition #openpose #unmanned aerial vehicle #kNN #decision trees #random forests #SVM #multilayer perceptron #LSTM

Intelligent Recognition of Gas-Liquid Two-Phase Flow Based on Optical Image

Shujuan Wang,Haofu Guan,Yuqing Wang,Kanghui Zhang,Yuntao Dai,Shouxu Qiao,Jihong Shen

#Optical image #gas-liquid two-phase flow #machine vision #FCN #U-Net

Generating Embedding Features Using Deep Learning for Ethnics Recognition

Mohammed Alghaili,Zhiyong Li,Ahmed AlBdairi,Malasy Katiyalath

#Computer vision #machine learning #ethnics identification #deep learning

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

A Comparative Study of Different Pre-Trained Deep Learning Models and Custom CNN for Pancreatic Tumor Detection

Muhammed Talha Zavalsız,Sleiman Alhajj,Kashfia Sailunaz,Tansel Ozyer,Reda Alhajj

#Deep learning #medical image #pancreatic tumor detection #convolutional neural networks #pancreatic ductal adenocarcinoma

Estimation Model for Enhanced Predictive Object Point Metric in OO Software Size Estimation Using Deep Learning

Vijay Yadav,Raghuraj Singh,Vibhash Yadav

#Effort estimation #functional size measurement #object orientation predictive object point #software metrics #software measurement

Human Facial Emotion Recognition using Deep Neural Networks

Benisha S,Mirnalinee TT

#Neural Network #deep neural networks #facial expression #emotion recognition system

A Hybrid Grey Wolf-Whale Optimization Algorithm for Classification of Corona Virus Genome Sequences using Deep Learning

Muthulakshmi Murugaiah,Murugeswari Ganesan

#Corona virus genome #deep learning #feature selection #GWO #hybrid optimization #WOA

Convolutional Neural Network Based Hand Gesture Recognition in Sophisticated Background for Humanoid Robot Control

Ali Yildiz,Nurettin Gökhan Adar,Ahmet Mert

#Hand gesture recognition #human-robot interaction #robot control #convolutional neural network #deep learning

An Adaptive Traffic Lights System using Machine Learning

Mohammad Ashraf Ottom,Ahmad Al-Omari

#Traffic time management #image processing and objects detection #vehicles dataset

Using Deep Learning for Automatically Determining Correct Application of Basic Quranic

Jordan University of Science and Technology, Jordan

#Articulation rules (Ahkam Al-Tajweed) # Mel-Frequency Cepstral Coefficient (MFCC) # Linear predictive Code (LPC) # Wavelet Packet Decomposition (WPD) # Hidden Markov Model based Spectral Peak Location (HMM-SPL) # Convolutional Deep Belief Network (CDBN); k-Nearest Neighbors (KNN); Support Vector Machines (SVM); Artificial Neural Network (NN) # Random Forest (RF) # multiclass classifier # bagging; t-Test

A Sentiment Analysis System for the Hindi Language by Integrating Gated Recurrent Unit

with Genetic Algorithm

#Sentiment analysis # Hindi language # multilingual # deep learning # gated recurrent unit # genetic algorithm

A Deep Learning Approach for the Romanized Tunisian Dialect Identification

Jihene Younes1, Hadhemi Achour1, Emna Souissi2, and Ahmed Ferchichi1 1Université de Tunis, ISGT, Tunisia 2Université de Tunis, ENSIT, Tunisia

#Tunisian dialect # language identification # deep learning # BLSTM # CRF # natural language processing

A Deep Learning Based Prediction of Arabic Manuscripts Handwriting Style

Manal Khayyat1 and Lamiaa Elrefaei2 1Computer Science Department, King Abdulaziz University, Saudi Arabia 2Electrical Engineering Department, Benha University, Egypt

#Deep Learning Model # Convolutional Neural Network # Handwriting Style Prediction # Arabic Manuscript Images

DoS and DDoS Attack Detection Using Deep Learning and IDS

Mohammad Shurman1, Rami Khrais2, and Abdulrahman Yateem1 1Jordan University of Science and Technology, Network Engineering and Security Department, Jordan 2Jordan University of Science and Technology, Computer Engineering Department, Jordan

#Deep learning # DoS # DrDoS # IDS # IoT # LSTM

Conceptual Persian Text Summarizer: A New Model in Continuous Vector Space

Mohammad Ebrahim Khademi, Mohammad Fakhredanesh, and Seyed Mojtaba Hoseini

#Extractive Text Summarization # Unsupervised Learning # Language Independent Summarization # Continuous Vector Space # Word Embedding # Natural Language Processing