Information Technology: Recent submissions

Now showing items 61-80 of 140

APPLYING CLUSTERING DATA MINING TECHNIQUES FOR DISCOVERING DETERMINANT FACTORS OF CEREAL CROP PRODUCTION IN AMHARA REGION

Melak, Damtie (24-02-23)

- Clustering, K means algorithm, Data mining Knowledge discovery database
APPLYING CLUSTERING DATA MINING TECHNIQUES FOR DISCOVERING DETERMINANT FACTORS OF CEREAL CROP PRODUCTION IN AMHARA REGION

Melak, Damtie (24-02-23)

Clustering, K means algorithm, Data mining Knowledge discovery database
Audio-Based Language Identification For Ethio-Semitic Languages Using Deep Learning

Demilie, Malefia (24-02-23)

LID, Ethio-Semitic Languages, BLSTM, CNN, CRNN, MFCC, Mel-Spectrogram
DEVELOPING A FRAMEWORK FOR EFFECTIVE UTILIZATION OF ELEARNING AMONG STUDENTS IN BAHIR DAR POLY TECHNIC COLLEGE, ETHIOPIA

BALEW, TESFAYE (24-02-23)

Awareness, e-learning, utilization, framework, success factors
PREDICTING NEONATAL MORTALITY AMONG NEONATES ADMITTED IN NICU BY USING MACHINE LEARNING TECHNIQUES: IN CASE OF GONDAR

Alemu, Weletkidan (2024-07-01)

Machine learning, Neonatal mortality, prediction, Random forest
Predicting PregnancyRelated Death of Women Using Ensemble Machine Learning Algorithms

ALEMIE, WORKIE (2024-07-01)

Pregnancy-related death, ensemble machine learning, predictive models
WHEAT LEAF DISE ASE IDENTIFICATION USING IMAGE PROCESSING AND MACHINE LEARNING TECHNIQUES

ASFAW, MELESE (2024-07-01)

K-Means clustering, ANN, KNN, SVM and R
Prediction of Soil Fertility using ensemble Learning Techniques: In the case of south Gondar Zone

Mitku, Aderajew (2024-12-25)

Soil fertility; machine learning, Random Forest, AdaBoost, Random Forest classifier, SMOTE-balanced dataset and feature importance
Predicting Acute Respiratory Infection Among Under-Five Year Children in Ethiopia Using Ensemble Machine Learning Model

Ayenew, Ebstie (2024-12-25)

Acute Respiratory Infection, Homogeneous Ensemble Machine learning, under five-year children, Predictive Model
Predicting the Likelihood of a Hospital Readmission for Hypertensive Patient Treatment Using Machine Learning Technique

Kibret, Abebaw (2024-12-25)

Hospital Readmission, Supervised Machine learning, Chronic Disease, Hypertensive Patient, Design Science.
SOLAR RADIATION PREDICTION USING DEEP LEARNING TECHNIQUES: IN THE CASE OF DEBRE MARKOS, AMHARA REGION

Abewa, Mesenbet (2024-12-25)

Solar Radiation, Deep Learning, Time Series, Multi-Step, Hybrid Models (CNN, LSTM)
Classification of Chicken Diseases Using You Only Look Once version 7 (YOLOv7)

MUSSA, AHMED (2024-12-25)

Chicken Diseases, Classification, YOLOv7, CNN
THE PREDICTIVE MODEL OF MONTHLY URBAN WATER CONSUMPTION: IN THE CASE OF GONDAR CITY

ALEMNEW, GABZACHEW (2024-12-25)

Generally, the researcher found the maximum water consumption for overall the city will increase averagely by 0.537 in billion cubic meters the following five years.
Predicting Electricity power Consumption with Weather-Related Features using Ensemble Machine Learning Algorithms in the Case of Gondar City

Melsew, Nakachew (2024-12-25)

Electric power consumption, Ensemble algorithm, Heterogeneous, Homogeneous, machine learning, Regression, Weather condition
ENHANCING SUBSCRIPTION FRAUD DETECTION THROUGH ENSEMBLE MACHINE LEARNING APPROACH: THE CASE OF ETHIO TELECOM.

WORKINEH, KIDUS (2024-12-25)

Subscription Fraud, Fraud Detection, Ensemble Learning, Adaptive Learning, Decision Tree, Call Detail Records (CDRs), Hyperparameter Tuning.
Predicting Customer Loyalty with Supervised Machine Learning: The Influence of Ethio telecom’s 3G Network quality metrics

ASMARE, SIMENEH (2024-12-25)

Customer loyalty, 3G network performance Quality, throughput, latency, supervised machine learning, Ethio Telecom
PREDICTING HUMAN MIGRATION PATTERNS USING A HYBRID MODEL OF ONE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKS AND LONG SHORT-TERM MEMORY

ABWA, MELKAMU (2024-12-25)

Human migration, Prediction, Machine Learning, 1D CNN-LSTM, SVM, NB, KNN, RF, XGBoost.
DEVELOPING KNOWLEDGE BASED SYSTEM FOR SHEEP DISEASE DIAGNOSIS, TREATMENT AND PREVENTION

AKLILU, SAMSON (2024-12-25)

Know Knowledge based system, sheep disease, Rule based system, Infectious and Non-Infectious sheep Diseases, diagnosis, treatment & Prevention
Cervical Spine Diseases Classification Using Squeezed Convolutional Neural Networks

Masresha Ayelgn, Muna (2024-12-25)

cervical spine, deep learning, CNN, MRI scans, LSTM, image filtering, segmentation, data augmentation
Soybean Seeds Automatic Detection and Quality Classification Using Deep Neural Networks

Belayneh Tagele, Addis (2024-12-26)

Soybean (Glycine max) is one of the most important food crops in the world. And also, its importance is growing in Ethiopia. The quality of soybean affects the price and quality of the grain for cultivation and consumption. ...

Now showing items 61-80 of 140

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