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Prediction Of Loan Repayment Capability Using Hybrid Machine Learning Approach: -In Case Of Oromia International Bank Ambo Branch (Oib

Berhanu, Guyasa (Ambo University, 2022-05)

The bank loan is the most essential product that banks and other financial institutions offers.One of the most essential factors for banks to consider when deciding whether or not to grant a bank loan is the borrower's ...
Deep learning approach with optimization algorithm for reducing the Training and Testing time in SAR image Detection and Recognition

Yonatan, Negessa (Ambo University, 2021-06)

SAR images have become more popular in the fields of remote sensing and satellite technology. This SAR image can be acquired in various weather conditions, including day or night, cloudy or sunny. SAR images are used ...
Paraphrase Detection in Afan Oromo Texts Using Deep Learning Techniques and its Application in automatic Plagiarism Detection

Wakjira, Bekele (Ambo University, 2021-12)

This study reports our investigation and experiments on the development of paraphrase detection and its application in automatic plagiarism detection for Afan Oromo texts. Paraphrasing is making a sentence in another ...
Wheat Leaf Disease Detection and Classification Model Using Transfer Learning Approach

Tefera, Bulo (Ambo University, 2023-06)

Wheat is a significant cereal crop for developing countries like Ethiopia. However, low productivity persists due to factors such as weather conditions, diseases, and pests. Traditional techniques of detecting wheat ...
Automatic Relation Extraction Between Entities For Amharic Text

Melkamu, Genet (Ambo University, 2021-05)

Automatic relation extraction is the task of identifying or recognizing the relations between entities. It is a sub component of information extraction among named entity recognition, co reference and anaphoric resolution, ...
Automatic Thesaurus Construction for Afaan Oromo Text Retrieval

Lencho, Jambare (Ambo University, 2021-09)

Information retrieval (IR) involves accessing of information items to satisfy information seekers desire. IR must give the user comfortable retrieval to information of their interest. In keyword based information ...
Dialect and Accent Identification for Afan Oromo Language using Hidden Markov Model Approach

Kumela, Bekele (Ambo University, 2021-09)

A fundamental challenge for current research on speech science and technology is under standing and modeling individual variation in spoken language. Individuals have their own speaking styles, depending on many factors, ...
Afan Oromo Document Text Classification Using Single Layer Multisize Filters Convolutional Neural Network

Kasahun, Teshome (Ambo University, 2021-10)

Text classification is one of the most widely used natural language processing technologies. It’s the technique which classifies unstructured text data into meaningful categorical classes. With the continuously increasing ...
Forecasting Road Traffic Accident Using Deep Artificial Neural Network Approach in Case of Oromia Special Zone

Fekadu, Abdisa (Ambo University, 2021-09)

Millions of people are dying and billions of properties are damaged by road traffic accidents each year worldwide. In the case of our country Ethiopia, the effect of traffic accidents is even more by causing injuries, ...
Credit Risk Prediction Models Using Ensemble Neural Networks: The Case Of Oromia Credit And Saving Association

Hiwot, Hailu (Ambo University, 2022-04)

Credit risks persist in Ethiopia's expanding economy. It is intolerable to overestimate the value of credit facilities. In today's global economic crisis, having a sound strategy for dealing with credit risks and ...
Sentence Based Paraphrase Detection Model Using Deep Learning Approach In Case Of Amharic Language.

Eyob, Kefelegn (Ambo University, 2022-11)

The purpose of the paraphrase identification (PI) problem is to determine if two statements are similar enough in meaning to be classified as paraphrases, and it is the task of automatically recognizing whether sentence ...
Afaan Oromo Fake News Detection Using Ensemble Learning Methods

Derartu, Dagne (Ambo University, 2021-11)

The rapidly increasing popularity of the World Wide Web, smartphones, and social media networks has resulted in the exponential growth and real-time dissemination of online news and digital content. Since numerous ...
Text To Speech Synthesizer For Hadiyyisa Using Statistical Parametric Speech Synthesis

Demama, Desta (Ambo University, 2021-10)

This research illustrates the first Text to Speech system for the Hadiyyisa language. The main speech technology target is to create communication between human being and machine. Speech synthesis is performing diverse ...
Sarcasm Detection Model For Afaan Oromo Text Using Machine Learning Approach

Dawit, Dereje (Ambo University, 2022-02)

Sarcasm refers to the use of words that mean the opposite of what you really want to say, especially in order to insult someone, or to show irritation, or just to be funny. People frequently convey it vocally by using ...
Deep Learning Based Causal Relations Extraction for Afan Oromo Text

Bilisuma, Mekonnen (Ambo University, 2023-01)

Causal relations are cause and effect connections where one occurrence a cause influences the development of another event an effect. Causal relations extraction are a method which extract unstructured causal texts ...
Aan Oromo Pronominal Anaphora Resolution Using Conditional Random Fields

Bikiltu, Guteta (Ambo University, 2021-06)

Anaphora is used frequently in written texts and spoken conversation. Anaphora resolution is the process of finding the antecedent of an anaphor. It is a very challenging and complex problem in the Natural Language ...
Detection Of Extremist Using A Deep Learning-Based Sentiment Analysis: A Case Study On Afan Oromo Social Media Posts

Bedasa, Wayessa (Ambo University, 2021-11)

Social media is a system for electronic communications that allows users to establish online communication platforms. Most popular social media platforms include: Facebook, Twitter, YouTube and other commonly used ...
Classification And Forecasting Of Loan Repayment Capacity In Micro Financing Using Ensemble Machine Learning Approach: In The Case Of Oromia Micro Financing, Ambo City Administration

Bayisa, Kune (Ambo University, 2022-05)

Loan is one of the furthermost central products of the financial associations. Finance providers can leverage machine learning and artificial intelligence techniques to enhance efficiency and improve customer service. ...
Deep Learning Based Enset Leaf Disease Classification Model In The Case of Ethiopia

Abay, Mulisa (Ambo University, 2022-04)

Ethiopia is one of the developing countries in the world, and its economy depends on both agriculture and industry. From agriculture products, Enset crop is one of the most important for human beings, industries as ...
Application of Data Mining for Customer Relationship Management: A case Study on Commercial Bank of Ethiopia in Ambo

Hirut, Hailegiorgis (Ambo University, 2020-02)

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