Constrained Convolutional Neural Network Models for Optimizing Fully Connected Layer Weights in CNNs

Ugur Talas,Burakhan Cubukcu,Ugur Yuzgec

#Artificial intelligence #image classification #constrained #convolutional neural network #hyperparameter #deep learning

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

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

Training Convolutional Neural Network for Sketch Recognition on Large-Scale Dataset

Wen Zhou1 and Jinyuan Jia2 1School of Computer and Information, Anhui Normal University, China 2School of Software Engineering, Tongji University, China

#Sketch recognition # VGG16 convolutional neural network # contextual features # strokes traverse # joint Bayesian

Novel Turkish Sentiment Analysis System using ConvNet

Saed Alqaraleh

#Sentiment analysis # opinion mining # text classification # turkish language # convolutional neural networks # natural language processing

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

Deep Learning Based Hand Wrist Segmentation

using Mask R-CNN, Malathi Ganesan

#Hand wrist # segmentation # mask R-CNN # fast R-CNN # faster R-CNN # object detection

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

Multi-Pose Facial Expression Recognition Using Hybrid Deep Learning Model with Improved Variant of Gravitational Search Algorithm

Yogesh Kumar,Shashi Kant Verma,Sandeep Sharma

#Deep learning #emotion recognition #quantum computing #swarm intelligence #convolutional neural networks #recurrent neural networks