Browsing thesis by Issue Date

Identifying significant patterns of road traffic accident using data mining: the case of Dessie city and its surroundings

Cheru, Assefa (2019-08)

The incidence of deaths, injuries, and disability as a result of a road traffic crash is now a serious problem in Ethiopia. This study aimed at identifying significant patterns and major causes of road traffic crash using ...

Using data mining to predict the status of anemia among children aged 6 - 59 months

Gebremariam, Adino (2019-09)

Anemia is recognized as major public health problems globally with diverse consequences for human health as well as socioeconomic development (WHO, 2015). Globally, more than two-fifths of young children in the world are ...

Urban Crime Characterization and Pattern Development Towards Critical Analysis & Classification

Mitiku, Azimeraw (2019-09)

Urban Crime is one of the major problems encountered in any society in the world. Currently controlling violent crime is an urgent need for security agents and agencies to battle and eradicate crime in cities. The aim of ...

Designing fingerprint based verification system using image processing: the case of national examination

Geteneh, Ashenafi (2019-09-17)

Fingerprint verification is one of the most reliable personal identification methods. However, manual fingerprint verification is so tedious, time-consuming, and expensive that it is incapable of meeting today‟s increasing ...

E-government based land administration framework; trends, challenges and prospects

Abebe, Birtukan (2019-10)

E-Government brings to the public service delivery efficiency and effectiveness in government organizations. Not only efficiency and effectiveness but also cost savings and improved citizen participation. The Amhara national ...

Public sentiment analysis for Amharic news

Dessalew, Chilote (2019-10)

Sentiment analysis in the world allows us to extract useful information from the opinions and feelings of followers and customers of an organization. It analyzes the text written in natural language about services and ...

A Cloud-Based Expert System for Diabetes Treatment Using Mobile Intelligence

Worku, Yitbarek (2019-10)

The study was focused on an integration of expert system, mobile intelligence, and cloud for the diagnosis of diabetes type-1, type-2, and type-3. Diabetes occurred when a range of blood sugar is above normal (Fast Plasma ...

Brain Tumor Detection and Classification Using Symmetrical Side Analysis and Thresholding Technique

Tsegaye, Zelalem (2019-10)

A brain tumor is an abnormal growth of cells in the brain which hinders the proper function of the brain and eventually lead to death if not treated properly. The probability of survival rate can be improved if the tumor ...

PREDICTING MATERNAL MORTALITY IN AMHARA REGION USING DATA MINING TECHNIQUES

Kindie, Abinet (2020)

Maternal mortality is the death of pregnant women due to complications arising during the period of pregnancy and after delivery. Predicting maternal mortality and identifying the major determinants for maternal mortality ...

DEPARTMENT OF INFORMATION TECHNOLOGY PART OF SPEECH TAGGING FOR AWNGI LANGUAGE

WONDMANEH, BIRHANE (2020)

Natural Language Processing (NLP) has emerged as a means of increasing computers capability to understand natural languages, by which most of human knowledge is recorded. Part-of- Speech (POS) tagging is one of the tasks ...

Developing Tax Payer Fraudulent Risk Level Prediction Model for Auditing Using Hybrid Machine Learning Techniques

Zeryhun, Chalye (2020)

Auditing a business or an individual taxpayer is not today’s activity; it lasts for a long period. It was done by randomly selecting some of the taxpayers or by using a tax audit administration’s attitude. In the past, ...

DEVELOPING ARTHRITIS IDENTIFICATION AND CLASSIFICATION MODEL: AN IMAGE PROCESSING AND CONVOLUTIONAL NEURAL NETWORK APPROACH

DERESE, GETE (2020)

Arthritis is viewed as a disease caused as a result of inflamed joints. Arthritis is the most familiar element of disability in the world. Now a days in Africa there are six common Arthritis. Those are Rheumatoid Arthritis, ...

Developing an Automatic Chant Prediction in Mahelet based on drums and cymbals sound for Ethiopian Orthodox Tewahdo Church

Yeshanew, Amare (2020)

Chant is a melody which is exist in church with an Ethiopian Christian religion. It is one part of song in Ethiopian orthodox church which is the most ancient spiritual practices and part of most religions and spiritual ...

Multi Label Amharic Text Classification Using Convolutional Neural Network Approaches

Wubalem, Habtamu (2020)

Text classification is a technique which classifies textual information into a predefined set of categories. With the continuously increasing amount of online information, there is a pressing need to structure information. ...

HUMAN SKIN DISEASE DETECTION AND CLASSIFICATION USING MACHINE LEARNING ALGORITHMS

FILIE, HAYMANOT (2020)

The human skin plays a huge part in a person's physical appearance, and it is the biggest organ of the human body. It regulates body temperature, sensing from touching heat and cold. However, there are a number of risks ...

A REAL-TIME OBSTACLE DETECTION AND INTERFRAME INFORMATION STORAGE SYSTEM FROM MOTION PICTURES FOR ASSISTING BLIND PEOPLE

BEHAILU, HELAWE (2020)

Computer vision is one of the state-of-the-art technologies for object detection problems. Accurate detection of obstacles could assist blind and visually impaired people to navigate safely while they walk. However, object ...

AUTOMATIC CAUSAL RELATION EXTRACTION FOR AMHARIC LANGUAGE TEXTS USING CNN

MELKAMU, MEKURIAW (2020)

The extraction of a causal relation could be a difficult task while it is very important domain area for Natural Language Processing (NLP). There are many existing approaches and techniques developed in order to tackle ...

Opinion Mining for Amhara Broadcasting Agency News

Kindeneh, Maru (2020)

Sentimental analysis or Opinion mining is used in analyzing the important opinion from the reviews generated by the users. The main objective of Sentiment analysis is classification of opinions/sentiments. It classifies ...

Developing the Predictive Model for Antiretroviral Therapy Adherence Status of Human Immunodeficiency Virus Patients Care Using Deep Neural Network

Mitiku, Melkamu (2020)

Now a day’s health care providing facilities, organizations, and institutes generate vast amounts of data on their business transaction. Models or systems should be designed and developed by using these vast amounts of ...

ENVIRONMENTAL AIR POLLUTION EXPOSURE RISK ANALYSIS USING DATAMINING ON SENSOR DATA

ASSEFA, TEWODROS (2020)

Air pollution has an enormous influence on the number of constituents in the atmosphere that leads to effects like global warming and acid rains. The main cause of pollution is hazardous gases from the traffic system ...

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