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

Gene Expression Prediction Using Deep Neural Networks

Raju Bhukya and Achyuth Ashok

#Gene expression # regression # deep learning # autoencoder # multilayer perceptron

A Deep Learning based Arabic Script Recognition

#Handwritten Arabic text recognition # deep learning # data augmentation

Intrusion Detection Model Using Naive Bayes and Deep Learning Technique

Mohammed Tabash, Mohamed Abd Allah, and Bella Tawfik

#Classification # intrusion detection # deep learning # NSL-KDD # genetic algorithm # naïve bayes

Classification of Legislations using Deep Learning Sameerchand Pudaruth1, Sunjiv Soyjaudah2, and Rajendra Gunputh3 1ICT Department, University of Mauritius, Mauritius 2Soyjaudah Chambers, Mauritius 3Law Department, University of Mauritius, Mauritius

Abstract: Laws are often developed in a piecemeal approach and many provisions of similar nature are often found in

#Deep learning # neural networks # classification # legislations

Encoding Gene Expression Using Deep Autoencoders for Expression Inference

Raju Bhukya

#Deep autoencoder # gene expression # internal covariance shift # machine learning # MLP # PCA

A Novel Recurrent Neural Networks Architecture for Behavior Analysis

Neziha Jaouedi1, Noureddine Boujnah2, and Mohamed Bouhlel3 1Electrical Engineering Department, Gabes university, Tunisia 1,3SETIT Lab, Tunisia 2Faculté des sciences de Gabes, Tunisia

#Deep learning # recurrent neural networks # gated recurrent unit # video classification # convolutional neural network # behavior modelling # activity recognition

Semantic Similarity Analysis for Corpus Development and Paraphrase Detection in Arabic

Adnen Mahmoud1,2, and Mounir Zrigui1

#Arabic language processing # word2vec # part-of-speech annotation # paraphrasing # semantic analysis # recurrent convolutional neural networks