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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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...
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 ...