Arumugam Sakthivel

#Active broadcast encryption # cloud # data distribution # group signature

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

PLDL: A Novel Method for Label Distribution Learning

Venkatanareshbabu Kuppili, Mainak Biswas, and Damodar Edla

#Multi-label classification # data mining # label distribution learning # probability density function

Multi-Level Improvement for a Transcription Generated by Automatic Speech Recognition

System for Arabic

#Automatic speech recognition # multi-level improvement # language model # semantic similarity # phonetic pruning

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

Recurrence Quantification Analysis of Glottal

#Glottal Signal # Recurrence Quantification Analysis # Saarbrucken Voice Database # PSO-SVM # Pathological Voice Detection

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

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

A Novel Recurrent Neural Networks Architecture for Behavior Analysis

Neziha Jaouedi,Noureddine Boujnah,Mohamed Bouhlel

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

A Novel Approach to Maximize G-mean in Nonstationary Data with Recurrent Imbalance

Shifts

#Cost-sensitive algorithms # data stream classification # imbalanced data # online learning # population shift # skewed data stream

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

A Cognitive Approach To Predict the Multi-Directional Trajectory of Pedestrians

Jayachitra Virupakshipuram Panneerselvam,Bharanidharan Subramaniam,Mathangi Meenakshisundaram

#Automated driving system #deep neural networks #faster recurrent-convolutional neural network #object recognition #pedestrian detection #pedestrian movement direction

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

Echo State Network Optimization using Hybrid- Structure Based Gravitational Search Algorithm with Square Quadratic Programming for Time Series Prediction

Zohaib Ahmad,Muhammad Qasim Memon,Aasma Memon,Parveen Munshi,Muhammad jaffar Memon

#Echo state network #hybrid gravitational search algorithm #network configuration optimization #time series prediction

Sentiment Analysis System using Hybrid Word Embeddings with Convolutional Recurrent Neural Network

Fahd Alotaibi,Vishal Gupta

#Analysis of sentiments #convolutional neural networks #part of speech tagging #natural language processing #word2Vec #GloVe #fastText #hybrid embedding #recurrent neural networks

Multichannel Based IoT Malware Detection System Using System Calls and Opcode Sequences

Shobana Manoharan,Poonkuzhali Sugumaran,Kishore Kumar

#System calls #IoT malwares #fog computing #RNN #CNN #multichannel CNN

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