• COMPUTING RISK ANALYSIS OF UNDER-FIVE CHILDREN WITH PNEUMONIA: THE CASE OF GENERAL HOSPITALS IN EAST HARARGE ZONE, ETHIOPIA 

  Mohammed Abdella Abrahim; Dr.Kasahun Takele (PhD); Million Wesenu (Asst. Prof) (Haramaya University, Haramaya, 2024-06)

  Pneumonia is the one of infectious cause of morbidity and mortality among children under age five years in low and middle-income countries including Ethiopia. The main objective of this study was to analysis survival ...
• DETERMINANTS OF TIME TO DEATH OF STROKE PATIENTS: USING SHARED FRAILTY MODELS 

  KUMELA AYANSA TERESSA; Alebachew Abebe (Asst. Prof); Kassahun Takele (PhD) (Haramaya University, 2024-06)

  Stroke is a severe medical condition causing brain cell death, causing physical changes, communication problems, cognitive issues, emotional problems, and pain. Stroke, the second largest global death cause, is causing ...
• AUTOMATIC ANAPHORA RESOLUTION FOR AFAAN OROMOO LANGUAGE 

  Elias Debelo; Dr. Wondwossen Mulugeta; Akubazgi Gebremariam (Haramaya University, 2019-08)

  Anaphora Resolution is a process of finding an entity introduced earlier in the discourse referred to by current entity back in discourse. The referenced entity is called antecedent, of referring entity which is called ...
• CONSTRUCTING A PREDICTIVE MODEL FOR CREDIT RISK ASSESSMENT IN THE BANKING SECTOR USING MACHINE LEARNING TECHNIQUES 

  GELETA BEGNA; Million Meshesha (PhD) (Haramaya University, Haramaya, 2024-06)

  A commercial bank is a type of financial intermediary that takes deposits and uses them to fund lending operations. Credit risk occurs when a debtor fails to make a loan or other credit-related payments. Banks often ...
• DEVELOPING ISLAMIC LEGAL KNOWLEDGE-BASED SYSTEM USING RULE BASED REASONING 

  Abubeker Ali Adem; Dr.Million M. (Ph.D.); Tilahun S. (Assistant Professor) (Haramaya University, 2024-08)

  The objective of this research primarily focused to capture tacit and explicit knowledge from domain experts and existed documents in order to support the decision making processe of the domain experts and to provide ...
• PREDICTING HIGHER EDUCATION STUDENTS’ ACADEMIC PERFORMANCE USING MACHINE LEARNING 

  DESTA TADESSE (Haramaya University, Haramaya, 2024-04)

  The primary goal of every educational institution is to deliver the best educational experience and knowledge to students. Achieving this goal involves recognizing students in need of extra support and implementing ...
• USE OF CLASSIFICATION MODEL WITH ONTOLOGY TO DEVELOP MEDICAL KNOWLEDGE BASED SYSTEM FOR BREAST CANCER DIAGNOSIS AND TREATMENT RECOMMENDATION 

  Wabi Jifara Gebisa; Dr. Million Meshesha; Mr.Tariku Mohammed (Haramaya University, 2024-06)

  Among the various types of cancer diseases, breast cancer is the first-ranked cause of death in Ethiopia. Considering this, the researcher attempts to use a classification model with ontology to develop a medical knowledge-based ...
• AUTOMATIC ANAPHORA RESOLUTION FOR AFAAN OROMOO LANGUAGE 

  Elias Debelo; Dr. Wondwossen Mulugeta (Haramaya University, 2019-08)

  Anaphora Resolution is a process of finding an entity introduced earlier in the discourse referred to by current entity back in discourse. The referenced entity is called antecedent, of referring entity which is called ...
• ONTOLOGY ENABLED CASE BASED REASONING FOR NEONATAL DISEASE DIAGNOSIS 

  Demeshi Ketema Asfawa; Dr. Million Meshesha; Mr. Jemal Abate (Haramaya University, 2024-06)

  iseases that attack newborn babies within the first 28 days of their lives are referred to as neonatal diseases. It is still a major health issue today because today’s medical diagnosis depends on an understanding of ...
• HYBRID IMAGE COMPRESSION BASED ON FEATURES IMPORTANCE USING GAN 

  Abdisa Abdella Seid; Rashid, (PhD) Faizur; Hussein, (MSc) Muluken (Haramaya University, 2024-04)

  Hybrid image compression techniques are the one to be used to compress and decompress the sensitive information without losing data, non-sensitive information with losing some information and completely removing the ...
• DEVELOPING HEALTH INFORMATION LITERACY FRAMEWORK FOR PREGNANT WOMEN, IN THE CASE OF PUBLIC HOSPITALS IN EASTERN ETHIOPIA 

  Gadisa Abeshu; Gadisa Abeshu Dugasa (Haramaya University, 2023-12)

  This research aimed to develop a Health Information Literacy (HIL) framework specifically tailored for pregnant women in Eastern Ethiopia. Pregnant women require HIL to make informed decisions about their health, ...
• A CASE BASED SYSTEM FOR SUPPORTING COURT DECISION MAKING: IN THE CASE OF ETHIOPIA 

  MURAD YUSUF MOHAMMED; Million Meshesha (PhD); Mr. Jemal Abate (MSc) (Haramaya University, 2023-03)

  Case based reasoning is a computer technique that combines the philosophy of knowledge-based support with the simulation of human reasoning using experience. It focuses on using explicit and documented experience to ...
• SEVERITY CLASSIFICATION OF YELLOW RUST DISEASE AND TREATMENT RECOMMENDATION FROM WHEAT IMAGES USING DEEP LEARNING TECHNIQUES 

  Jibril Muhammadnur; Dr. Million Meshesha (PhD); Mr. Jemal Abate (MSc) (Haramaya University, 2024-02)

  Wheat yellow rust is the most prevalent and severe wheat fungal disease caused by Puccinia striiformis f. sp. tritici, a pathogen that causes significant losses in wheat production globally because of its highly destructive ...
• MODELING THE IMPACT OF MACROECONOMIC VARIABLES SHOCKS ON ETHIOPIAN TRADE BALANCE: A MULTIVARIATE TIME SERIES APPROACH 

  BATIRE KUMERA; Habtamu Kiros (Assist. Prof); Dechassa Obsi (PhD) (Haramaya University, 2023-08)

  The aim of this study was to modeling the impacts of macroeconomic variables shocks on Trade Balance in Ethiopia using a Multivariate Time Series Approach. Trade balance is the value of exported goods minus the value ...
• A FRAMEWORK FOR HEALTH INFORMATION SHARING AND PRIVACY PRESERVATION USING INFORMATION HIDING AND DIFFERENTIAL PRIVACY. 

  Abrahim Abdo; (Ph.D.) Faizur Rashid (Haramaya University, 2023-08)

  Health information exchanges (HIEs) are an important part of the healthcare system. The World Health Organization emphasizes the importance of security standards in managing personal health data, as privacy concerns ...
• BAYESIAN SURVIVAL ANALYSIS OF TIME TO EARLY MARRIAGE AMONG YOUNG WOMEN IN KERSA DISTRICT, EAST HARARGHE 

  Gemechu Asfaw Zewude; Habtamu Kiros (Asst. Prof); Kasahun Takele (PhD) (2023-12)

  Early married age women are children who are married below the age of 18 years. The main objective of this research study was to identify factors that influence the survival time of early marriage among young women in Kersa ...
• AFAAN OROMO GRAMMAR CHECKER USING HYBRID APPROACH 

  TAJIR AMIN ALI; Teklu Urgeessa (PhD); Elias Debelo (Haramaya University, 2023-08)

  A grammar checker is one of the basic NLP applications used to check whether sentences are grammatically correct or not. To solve the Afaan Oromo grammar error problem, an Afaan Oromo grammar checker using a hybrid ...
• SKELETON-BASED ETHIOPIAN SIGN LANGUAGE RECOGNITION USING DEEP LEARNING 

  Deme Kuma; Million Meshesha (Ph.D.); Kidane W/Maryam (M.Sc.) (Haramaya University, 2023-11)

  Recent reports show that there are over 1.5 billion people around the globe with hearing impairment, and here in Ethiopia, their number is estimated to be over 1.2 million. These people use Sign Language as a way of ...
• SEVERITY CLASSIFICATION OF COMMON RUST MAIZE LEAF DISEASE AND PESTICIDES DOSE RECOMMENDATION USING DEEP NEURAL NETWORK 

  Zemzem Mohammed; Abebe Belay (PhD); Faizur Rashid (PhD) (2023-11)

  Maize is one of the most widely grown cereal crops in Ethiopia and the world. Maize common rust, which is a common problem in the study area, is caused by the fungus Puccinia sorghi, and it can severely affect the yield ...

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