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Designing And Developing Stemmer For Ge‟Ez Language Text: A Hybrid Approach Thesis

Solomon Nigatu; Solomon Teferra; Teklu Urgessa (2021-11)

Stemming is widely used in information retrieval tasks. Many researchers demonstrate that stemming improves the performance of information retrieval systems. Stemming is a technique for reducing inflection and derivation ...

Improving DSR protocol in MANET using power-aware passive clustering Thesis

Yekoye Tigabu; Dawit Kifle; Firehiwot Belay (2020-06)

Mobile ad hoc network is infrastructure less wireless network designed to provide service where other networks are not available or not possible to construct. Nodes are capable of acting as both router and host. Some ...

Safety Message Dissemination Scheme Using Bloom Filter based Clustering in VANETs Thesis

Firaol Bakana; Fisseha Bayu; Getamesay Haile (2021)

A Vehicular Ad-Hoc Network or VANET is a type of Mobile Ad-Hoc Network (MANET) that provides communication between vehicles and between vehicles and road-side unit (RSU) or road-side base stations. It also introduced ...

Nvestigating The Challenges Of Health Informationsystems Standard And Interoperability On Health Service Activities Thesis

Amsalu Workneh; Workineh Tesema; Solomon Alemu (2022-06)

This study presents the challenges of health information systems standard and interoperability in healthservice. Itis crucialto consider important aspects of technological development in health centers activities. The ...

Hybrid Case Based Reasoning Approach for Diagnosis and Treatment of Hypertension Thesis

Tadesse Zewde; Million Meshesha; Samuel Sisay (2023-01)

Health problems touch many aspects of human life like health condition, working environment, family life, social relations, financial and political activities of every endeavor. In Ethiopia, every sector has been ...

Predicting Undergraduate Students' Achievement In Ethiopian Higher Learning Institutions By Employing A Machine Learning Approach Thesis

Jewar Mohammed; Amanuel Ayde; Muktar Bedaso (2023-02)

The goal of this work is to predict student achievement in Ethiopian higher education institutions by employing a machine learning approach. Machine learning offers a variety of tasks that can be used to investigate ...

Developing A Knowledge Based Clinical Laboratory Recommender System Using Rule Based Approach Thesis

Abdulbasit Galib; Chala Diriba; Workineh Tesema (2023-03)

This work presents a rule based clinical laboratory recommender system. The major goal of this work is to create a rule-based clinical laboratory recommender system. The growing demands for key healthcare resources ...

Developing A Framework To Mitigate The Skill Gap Between Information Technology Department Curriculum Implementation And Industrial Information Technology Skill Requirement: The Case Of Selected Ethiopian Public Universities Thesis

Muse Tamrat; Worku Jimma; Hambisa Mitiku (2023-01)

Higher educational institutions are the factory for producing skilled human resources in all knowledge areas and disciplines over the globe. Ethiopian Higher Education Institutions, particularly public universities in ...

Investigating Challenges, Opportunities And Digital Technologies In The Digital Transformation Of Tourism Industry: The Case Of South West Ethiopia Thesis

Nebiyat Jihad; Chala Diriba; Workineh Tesema (2022-11)

Tourism is a social, cultural, and economic phenomenon that entails the movement of people to countries or places outside their usual environment for personal or business purposes. The tourism industry has been digitalized ...

Deep Learning Approach for Sidaamu Afoo to English Machine Translation Thesis

Frew Legese; Amanuel Ayde; Hambisa Mitiku (2023-03)

Advances in computer applications and systems provide solutions to our everyday problems. Machine learning is one of the computational applications of algorithms and statistical mod els that uses algorithms and statistical ...

A Self-Learning Knowledge Based System to Mitigate the Impact of Drug Interactions in Type Two Diabetes Mellitus Article

Embabo, Amansisa; Jimma, Worku; Diriba, Chala (2022-04-15)

The topic of drug interactions has received great attention worldwide recently. If a drug is not administered in appropriate quantity with an appropriate combination of the drug with drug or other substances, the ...

Deep learning model for daily rainfall prediction: case study of Jimma, Ethiopia Article

Endalie, Demeke; Haile, Getamesay; Taye, Wondmagegn (2022-05-12)

Rainfall prediction is a critical task because many people rely on it, particularly in the agricultural sector. Rainfall forecasting is difficult due to the ever-changing nature of weather conditions. In this study, we ...

SAWBD: social aware weight based buffer management policy for DTNs Thesis

Lemesa, Olana kenea; Kedir, Esmael; Tsegaye, Kasech (2023-01-26)

The term delay-tolerant network (DTN) is coined to describe and include all types of long-delay, disconnected, disrupted or intermittently-connected networks. So, in such network, communication is established with the ...

Anomaly based intrusion detection system on semi-fog of Internet of Vehicle services by using deep learning approach Thesis

Desalegn, Berihun; Sahle, Geletaw (2023-02-23)

The Internet of Vehicles (IoV) is a new paradigm of vehicular networks inspired by the adoption of the Internet of Things (IoT) in Vehicular Ad-hoc Networks (VANETs). There are mainly two types of applications used in ...

Smart farming using IOT and machine learning in Jimma city Jiren kebele Thesis

wuletaw, Zebider; Ababu, Kebebew; Birhanie, Worku (2022-12-12)

Agriculture is one of the issues that no-way runs out to be examined. Since farming is one of the main sources of livelihood of the pastoral population. Thus, the construction of agrarian data grounded internet of effects ...

Multi-Document Summarization for Afaan Oromo using RNN Thesis

HAILU, ASHENAFI; Kekeba, Kula; Kababa, Tafary (2022-12-28)

Text Summary is a technique of producing short, fluent, and most significantly correct precis of a respectively longer textual content. There are two broad categories of methods to textual content summary: extraction ...

Improving the Performance of Emergency Message Dissemination Scheme for VANET using Selective Forwarding Algorithm in Multi Directional Road Scenario Thesis

Maru, Getachew; Ababu, Kebebew; Haile, Getamesay (2023-01-12)

A kind of mobile ad hoc network called VANET is created for vehicular communication. The performance and efficiency of transportation systems are being greatly enhanced by VANET, which is assisting in reshaping Intelligent ...

Contact Duration Aware Buffer Management Forwarding Policy in Sparse Delay Tolerant Networks Thesis

Bedasa, Yadesa; Ababu, Kebebew; Birhanu, Gemechu (2022-12-08)

Delay-Tolerant Networks (DTNs) are target environments suffering from instability or no complete path between source and destination nodes. The contact duration between pairs of network nodes is limited due to node ...

Emergency Message Dissemination in Region of Interest Using Clustering Technique Scheme to Reduce Broadcast Storm in VANET Thesis

Olana, Wakjira; Ababu, Kebebew; Birhanu, Negasa (2022-12-09)

Wireless communication has various effects on day-to-day living because of the great advances made in this field, which have made our lives easier and more comfortable. One of these advancements has appeared in ...

Investigating the Educational Technology Practices in Ethiopian high schools and developing a prototype Multimedia System Thesis

Tezera, Ruth Wondu; AYIDE, AMANUEL; SAMUEL, SENAIT (2022-06-24)

This study aims to investigate educational technology usage with the emphasis of instructional television (Plasma TV) in high schools found in Ethiopian High Schools specifically in Jimma Zone. A descriptive and ...

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