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EEG Emotion Signal of Artificial Neural Network by using Capsule Network

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (1)

Human emotion recognition through electroencephalographic (EEG) signals is becoming attractive. Several evolutions used for our research mechanism tec......

SBAG: A Hybrid Deep Learning Model for Large Scale Traffic Speed Prediction

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (1)

Intelligent Transportation System (ITS) is the fundamental requirement to an intelligent transport system. The proposed hybrid model Stacked Bidirecti......

Towards Security Effectiveness Evaluation for Cloud Services Selection following a Risk-Driven Approach

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (1)

Cloud computing is gaining a lot of popularity with an increasing number of services available in the market. This has rendered services selection and......

Lexical Variation and Sentiment Analysis of Roman Urdu Sentences with Deep Neural Networks

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (2)

Sentiment analysis is the computational study of reviews, emotions, and sentiments expressed in the text. In the past several years, sentimental analy......

KWA: A New Method of Calculation and Representation Accuracy for Speech Keyword Spotting in String Results

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (2)

This study proposes a new method to measure and represent accuracy for Keyword Spotting (KWS) problem in nonaligned string results. Our approach, call......

A Proposed Method to Solve Cold Start Problem using Fuzzy user-based Clustering

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (2)

With the elevation of the online accessibility to almost everything, many logics, systems and algorithms have to be revised to match the pace of the t......

Vision-based Indoor Localization Algorithm using Improved ResNet

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (2)

The output of the residual network fluctuates greatly with the change of the weight parameters, which greatly affects the performance of the residual ......

Fast and Accurate Fish Detection Design with Improved YOLO-v3 Model and Transfer Learning

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (2)

Object Detection is one of the problematic Computer Vision (CV) problems with countless applications. We proposed a real-time object detection algorit......

Software-Defined Networking (SDN) based VANET Architecture: Mitigation of Traffic Congestion

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (3)

In VANETs (Vehicular Ad-hoc Networks), the number of vehicles increased continuously, leading to significant traffic problems like traffic congestion,......

Climate Change Adaptation and Resilience through Big Data

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (3)

The adverse effect of climate change is gradually increasing all over the world and developing countries are more sufferer. The potential of big data ......

Accident Detection and Disaster Response Framework Utilizing IoT

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (3)

The internet of things (IoT) leads the noteworthy edges above customary information and communication technologies (ICT) for Intelligent Transportatio......

Spectrum Occupancy Measurement of Cellular Spectrum and Smart Network Sharing in Pakistan

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (3)

In wireless communication, the radio spectrum is a very rare and precious resource that has currently become a major problem to efficiently exploit th......

Classification of Malignant and Benign Lung Nodule and Prediction of Image Label Class using Multi-Deep Model

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (3)

Lung cancer has been listed as one of the world's leading causes of death. Early diagnosis of lung nodules has great significance for the prevention o......

An Improved CoSaMP Multiuser Detection for Uplink Grant Free NOMA System

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (4)

Non-Orthogonal Multiple Access (NOMA) is the most prominent technology that enhances massive connectivity and spectral efficiency in 5G cellular commu......

A Robust Pneumonia Classification Approach based on Self-Paced Learning

期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020; 11 (4)

This study proposes a self-paced learning scheme that integrates self-training and deep learning to select and learn labeled and unlabeled data sample......

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