Computer Science: Recent submissions

Now showing items 41-60 of 80

Deep-shallow framework-Based Hybrid Feature extractor for Classification of Ethiopian Coffee Bean Varieties using Image Processing

Kene Molla, Yirga (2024-12-24)

CNN, HOG, HOG-CNN, PCA, SVM, SoftMax, K-means, Thresholding
DEVELOPING MACHINE LEARNING-BASED CUSTOMER CHURN PREDICTION MODEL: IN THE CASE OF THE BANK OF ABYSSINIA

ARAGIE, CHERNET (2024-12-24)

Churn prediction, Machine learning, Logistic Regression, K-Means Clustering
CLASSIFICATION OF AMHARIC IDIOMATIC EXPRESSIONS USING DEEP LEARNING METHODS

BAYNESAGN, BIRHANU (2024-12-24)

Amharic idiom classification, የአማረኛ ፈሊጦች, Amharic idioms, Amharic spell checker
BI-MODAL CLASSIFICATION MODEL FOR ETHIOPIAN TRADITIONAL MUSIC USING DEEP LEARNING APPROACH (BCMETM

BEHULU YIBEL, ACHENEF (2024-12-26)

Music classification, bi-modal, uni-modal, spectrograms, frame, late feature fusion, 3D-CNN
Predicting Nutrition Status of Children Under Five Years of Age in Ethiopia Using Ensemble Machine Learning Algorithms

TILAHUN, GETANEH (2024-12-26)

nutrition status, Children under Five Years, Ensemble Machine learning, Predictive Model
PRODUCTION AREA AND QUALITY CLASSIFICATION OF TEFF CEREAL USING MACHINE LEARNING APPROACH

MATEBIE, BELAYNEH (2024-12-26)

Teff, Ensemble Learning, Max-Voting, CNN, SVM, and RF.
Designing and Developing Ethiopian Real and Fake Banknote Detection Model Using Deep Learning

Unknown author (2024-12-30)

Amharic sentiment analysis, bidirectional Recurrent Neural Network (BiRNN), bidirectional Gated Recurrent Unit(BiGRU), bidirectional Long Short Term Memory (BiLSTM), Natural Language Processing (NLP), Sentiment analysis
DESIGN AMHARIC NAMED ENTITY RECOGNITION MODEL USING DEEP LEARNING TECHNIQUES

ALEMU SHBABAWU, FASIL (2024-12-30)

Natural Language Processing, Amharic Named Entity Recognition, Deep Learning, Glove, Word2vec, CBOW model, Skip-gram Model, Glove, character representation
Encoder, Decoder, Caption Model, Encoder-Decoder model, attention-based Encoder- Decoder model.

BERIE, FIKADU (2024-12-30)

Encoder, Decoder, Caption Model, Encoder-Decoder model, attention-based Encoder- Decoder model
Predicting the Status of Gestational Diabetes Mellitus among Pregnant Women in Amhara Regional State Using Ensemble Machine Learning Algorithms

Amare, Deje (2024-12-30)

machine learning algorithms, gestational diabetes
AGRICULTURAL COMMODITY PRICE PREDICTION USING DEEP LEARNING TECHNIQUES: THE CASE OF ETHIOPIAN COMMODITY EXCHANGE (ECX

DERBABAW, AGERSELAM (2024-12-30)

The experimental results showed that the gated recurrent units (GRU) working with the selected features, gotten prediction error rate of 2.54 , remarkably good compared to Long short term memory(LSTM) based on ECX dataset, ...
Determining the Status of Heart Disease Patients Using Machine Learning Agorithms

GizachewWagnew, Mayet (2024-12-30)

Cardiovascular Disease, Heart Disease, Decision Tree, Support Vector Machine, Logistic Regression, K-nearest Neighbour, Random Forest, Neural Network, Deep Neural Network
MULTI-TASK DEEP LEARNING APPROACH FOR HOT PEPPER VARIETY AND MATURITY STAGE CLASSIFICATION

Mandefro, Kassawmar (2024-12-30)

Hot pepper, Multi-Task learning, Single-Task learning, Fruit maturity, Convolutional Neural Network (CNN)
Context-Dependent Spelling Error Detection and Correction For Ge’ez Language

Tesfie, Aleka (2024-12-30)

Error Detection, Error Correction, Spell-checker, Context-Dependent, N-gram, homophone Ge’ez alphabets
DEVELOPING BREAST CANCER DETECTION MODEL USING A DEEP LEARNING APPROACH

GEBEYAW, ASTER (2024-12-30)

Breast cancer Detection, Convolutional Neural Network, Deep Learning, Image Classification, Mammograms. Transfer Learning
Integrating a Descriptive Model with Case-Based Reasoning for SIM-Box Fraud Detection: The Case of Ethio-telecom

Ganfur Siyabru, Getachew (2024-12-30)

K-means clustering, Case-based reasoning, Sim-Box fraud
MULTITASKING APPROACH FOR FACIAL EXPRESSION RECOGNITION USING CONVOLUTIONAL NEURAL NETWORK

ALEMANTE, MELESE (2024-12)

multitasking learning, regularization technique, convolutional neural network
A CLOUD COMPUTING FRAMEWORK FOR THE INSURANCE INDUSTRY IN ETHIOPIA

MEKURIA TEKALIGN, FASIL (2024-12-30)

Cloud Computing, Ethiopian Insurance Industry, Ethiopian Insurance Industries Hybrid Cloud
A CLOUD COMPUTING FRAMEWORK FOR ETHIOPIAN TOURISM INDUSTRY

HUNIE TESFA, AMARECH (2024-12-30)

Cloud Computing, Ethiopian Tourism Industry, Private cloud, Public cloud, Hybrid cloud
DEVELOPING PREDICTIVE MODEL FOR ANEMIA IN CHILDREN AGED 6-59 MONTHS BY APPLYING DATA MINING TECHNIQUES

DEGU, SAMRAWIT (2024-12-30)

The outcomes of this research demonstrate the usefulness The outcomes of this research demonstrate the usefulness The outcomes of this research demonstrate the usefulness The outcomes of this research demonstrate the ...

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