Computer Science: Recent submissions
Now showing items 21-40 of 105
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Employing Probabilistic Matching Algorithms for Identity Management in the Telecommunication Industry
(2019-06-23)The telecommunication industry has a lot of data related to households, individuals and devices. Advertisers pay a premium to ensure they advertise to their target audience. To ensure that content is personalized, it is ...
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Observatory System for Monitoring Electric Power Demand and Delivery
(2017-11-22)Nigeria is a fast-growing country in terms of urbanization. One of the major infrastructure challenge is power supply. However, this challenge is often not as a result of power generation but as a result of power distribution. ...
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Study of Scalable Deep Neural Network for Wildlife Animal Recognition and Identification
(2019-06-16)Recently, deep learning techniques have been used significantly for large scale image classification targeting wildlife prediction. This research adopted a deep convolutional neural network (CNN) and proposed a deep scalable ...
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Classification of Breast Cancer Using Logistic Regression
(2019-06-16)Breast cancer is a prevalent disease that affects mostly women, an early diagnosis will expedite the treatment of this ailment. In recent times, Machine Learning (ML) techniques have been employed in biomedical and informatics ...
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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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Text Mining of Twitter Data: Topic Modelling
(2019-06-16)Access to the Internet is becoming more affordable especially in Africa and with this the number of active social media users is also on the rise. Twitter is a social media platform on which users post and interact with ...
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Comparative Study of Annotation Tools and Techniques
(2019-06-16)A huge amount of data is generated on daily basis. The generated data can be both structured and unstructured data. The sources from which most of the unstructured data are found are the dailies, social networks (posts ...
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Prediction of Heart Disease using Bayesian Network Model
(2019-06-16)The Heart Disease according to the survey is the leading cause of death all over the world. The health sector has a lot of data, but unfortunately, these data are not well utilized. This is as a result of lack of effective ...
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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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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 ...
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Observatory System for Monitoring Hepatitis C Development in Nigeria
(2019-06-16)Hepatitis C development is a public health concern globally; hence eliminating it has become a major public health goal by various countries. In Nigeria, monitoring Hepatitis C development with the view to eliminate it has ...
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Hardware Emulation Study of Neuronal Processing in Cortex for Pattern Recognition
(2017-11-12)Artificial Neural network (ANN) is an area of computing that is modeled after the neural network of the biological brain and over the last few decades, has experienced huge success in its application in areas such as ...
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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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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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Smart Multimedia Learning System for Automata Theory
(2017-11-12)Education is a vital ingredient for a sustainable economy where “knowledge is power”. M- learning initiatives can lessen the digital divide in education and promote a knowledge-based economy. The high saturation of mobile ...
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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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Trust Aware Recommender System for Social Coding Platforms (GitHub Case Study)
(2017-11-12)Social networking systems have found their way into all sectors of life. With the advent of social coding platform like GitHub, networks of developers can be inferred based on the projects they participated in. When a new ...
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Observatory System for Monitoring Road Accidents in Nigeria
(2017-11-12)Road Accidents are on the rise due to the high amount of migration from the rural area to the urban areas, Urbanization people are now finding it easier to own cars and use it for their day to day activities. Due to that ...
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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 ...