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

RNN-LSTM Based Beta-Elliptic Model for Online Handwriting Script Identification

dealing with sequential input data. In this context, the proposed system aims to classify the online handwriting scripts based on

#Online # pseudo # stroke # velocity # beta-elliptic # recurrent # dropout

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

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

Connectionist Temporal Classification Model for Dynamic Hand Gesture Recognition using RGB

and Optical flow Data

#Connectionist temporal classification # Long-short term memory # Hand gesture # Convolutional neural network # VIVA

A Deep Learning based Arabic Script Recognition

#Handwritten Arabic text recognition # deep learning # data augmentation

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

Enhanced Long Short-Term Memory (ELSTM) Model for Sentiment Analysis

Dimple Tiwari1 and Bharti Nagpal2 1Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh

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Speaker Naming in Arabic TV Programs

Mohamed Lazhar Bellagha, Mounir Zrigui

#Speaker naming # speaker identification # name assignment # name propagation and CNN-LSTM

Multi-Lingual Language Variety Identification using Conventional Deep Learning and Transfer

Learning Approaches, Muhammad Adnan Ashraf, Qiao Ya-nan

#Language variety identification # deep learning # transfer learning # binary classification

Arabic Quran Verses Authentication Using Deep Learning and Word Embeddings

Zineb Touati-Hamad, Issam Bendib, Saqib Hakak

#Arabic text # Quranic verse # Authentication # NLP # Word Embeddings # Word2vec # DL # CNN # LSTM