Browsing Computer Science by Issue Date
Now showing items 61-80 of 105
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Malware Classification into Families Based on File Contents and Characteristics
(2017-11-29)The use of malicious software (malware) as an instrument for carrying out different criminal activities both organised and non-organised have become the major threat faced by today’s world of connectivity. Frequency and ...
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Study and Implementation of Wireless Sensor Networks to Manage Energy in a Smart Home
(2017-12-09)Many studies have shown that smart homes can use energy more efficiently than traditional buildings. Thus, several researchers have advocated building a smart home in order to reduce energy consumption. In the literature, ...
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Applying Deep Learning Methods for Short Text Analysis in Disease Control
(2017-12-09)Developing countries have been plagued by recurrent cases of infectious disease outbreaks;coupled with the limitation of traditional disease control strategies, other approaches have been explored for disease control, with ...
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Deep Learning for Filter Extractions
(2017-12-09)With the exponential growth of the information technology, nowadays tremendous amounts of data including images, audio, text and videos, up to millions or billions, are collected for training machine learning models. Deep ...
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A Real Time Data Stream Processing Model for a Smart City Application Leveraging Intelligent Internet of Things (Iot) Concept
(2017-12-09)Due to the vast amount of data that is being generated by the sensors through the smart devices in smart cities, streams of data must be processed in real time to gain insight quickly and to make decisions that are in most ...
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Adaptive Multimedia Learning Framework with Facial Recognition
(2017-12-09)Recent breakthrough in mobile technology, wireless communication and sensing ability of smart devices promote the ease to detect real-world learning status of students as well as the context aware for learning. Targeted ...
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Applying Emerging Data Techniques and Advanced Analytics to Combat Cyber Threat
(2017-12-09)Cyber threats are currently on the rise, which has caused individuals, industrial control systems (ICSs), critical infrastructures (CIs), and nations to be subjected to attacks with great losses. Among the cyber threats ...
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A Predictive Model for Electricity Consumption in University Campuses Using Artificial Neural Networks (A Case Study)
(2017-12-09)Energy efficiency is paramount in the quest to achieve sustainable development in the 21st century. Statistics in recent research have shown that in many sectors in any nation’s economy, which include buildings, industries ...
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Spiking Neural Network Architecture Design and Performance Exploration towards the Design of a Scalable Neuro-Inspired System for Complex Cognition Applications
(2017-12-09)Research into artificial neural networks (ANNs) is inspired by how information is dynamically and massively processed by biological neurons. Conventional ANNs research has received a wide range of applications including ...
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A Fuzzy-Based Approach for Modelling Preferences of Users in Multi-Criteria Recommender Systems
(2017-12-09)Recommender systems are web-based platforms or software that use various machine learning methods to propose useful items to users. Several techniques have been used to develop such a system for generating a list of ...
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Enhancing Prediction Accuracy of a Multi-Criteria Recommender System using Adaptive Genetic Algorithm
(2017-12-12)Recommender systems are powerful intelligent systems considered to be the solution to the problems of information overload. They provide users with personalized lists of recommended items, using some machine learning ...
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A Framework for Nation-Wide Integration of Biometric Information
(2017-12-12)Having a central database for Nigeria which organizations can rely on for identification/verification purposes has been a plan in the pipeline for many years now. This has become urgent because of the nation’s current ...
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Study and Implementation of Wireless Sensor Networks to Manage Energy in a Smart Home
(2017-12-15)Many studies have shown that smart homes can use energy more efficiently than traditional buildings. Thus, several researchers have advocated building a smart home in order to reduce energy consumption. In the literature, ...
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A Predictive Model for Electricity Consumption in University Campuses using Artificial Neural Networks (A Case Study)
(2017-12-15)Energy efficiency is paramount in the quest to achieve sustainable development in the 21st century. Statistics in recent research have shown that in many sectors in any nation’s economy, which include buildings, industries ...
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A Real-Time Data Stream Processing Model for a Smart City Application Leveraging Intelligent Internet of Things (IOT) Concepts
(2017-12-15)Due to the vast amount of data that is being generated by the sensors through the smart devices in smart cities, streams of data must be processed in real time to gain insight quickly and to make decisions that are in most ...
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Fast and Accurate Feature-based Region Identification
(2019-06)There have been several improvement in object detection and semantic segmentation results in recent years. Baseline systems that drives these advances are Fast/Faster R-CNN, Fully Convolutional Network and recently Mask ...
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Machine Learning Text Analyzer – Text Classification using Supervised and Un-Supervised Algorithms
(2019-06-16)Text analysis is a branch of data mining that deals with text documents. This project brings to light the classification of texts into their various categories. The structured and unstructured data seems to on a high rise ...
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Design of a Neural Network Architecture for Traffic Light Detection in Autonomous Vehicles
(2019-06-16)Over the ongoing years, innovatively propelled nations have kept on joining the quest for growing completely self-sufficient driven vehicles. This Autonomous vehicles intend to address issues of driver profitability and ...
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Intelligent Tutoring System for Learning Object Oriented Programming Language
(2019-06-16)Taking Nigeria as a case study, most educational institutions, be it at the primary, secondary or tertiary level are faced with the challenge of over population of student’s in a single classroom. Also, the teacher who ...
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Sentiment Analysis Based on Social Media Data
(2019-06-16)Sentiment analysis has proven to be one of the most challenging tasks in natural language processing (NLP). Many AI systems have been developed which can detect the polarity of a sentence (degree of positivity, neutrality ...