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Electrical Engineering: Recent submissions

Now showing items 1-20 of 43

Design of Highly Linear Low Power Wireless RF Receiver for Wireless Sensor Networks

Yewulsew, Manale (2023-06)

Complementary Metal-Oxide Semiconductor (CMOS) technology becomes important in Radio Frequency (RF) communication systems, which include a transceiver (transmitter and receiver). In particular, in Wireless Sensor Network ...
Improving Data Center Network Performance Using SDN

Gezahegn, Mamo (2022-07-26)

In this digital age, newly emerged network services and applications have made a huge demand for network performance. A large amount of traffic being generated from this very fastgrowing rate of network ...
AN ENSEMBLED FEATURE EXTRACTION APPROACH TO MEDICINAL PLANT SPECIES IDENTIFICATION

Bekalu, Nakachew Mekonnen (2022-08)

Automatic plant species identification is a very significant innovation that enables botanists and layman to identify the plants from their leaf images. An efficient plant recognition system will be valuable to many ...
Hate Speech Detection for Amharic Language on Facebook Using Deep Learning

Melat, Fissha Atnafu (2022-07)

Amharic is the second most spoken Semitic language in Sub-Saharan Africa, with 65 million speakers, after Arabic, which has over 300 million speakers. On some Facebook pages, some of the content shows hate speech. Hate ...
Deep Learning Spell-Checker for Amharic Language

Maryamawit, Shumetie (2022-07)

NLP has become the hottest area of research recently. Spell checkers are one of the many NLP applications that are used to process texts and other human languages. Spelling errors are common while writing Amharic ...
Detecting Glaucoma from Optic Fundus Image Using Machine Learning Approach

Kalkidan, Mulatu (2022-08)

Glaucoma is an eye condition that occurs as the result of increased fluid pressure inside the eye and injured optic nerve when intraocular pressure rises. If left untreated, this can permanently damage vision in the ...
Amharic Language Speech (Lip Motion) Recognition Using Deep Learning

Dagmawi, Samuel (2022-07)

Visual speech recognition, often known as lip reading, is a technique for interpreting a speaker's words by seeing his or her mouth movement. People are shown straining to understand what the speaker is saying in ...
Automated Teller Machine (ATM) Transaction Failure detection using Machine learning: The case of commercial Bank of Ethiopia (CBE)

Binyam, Bekele (2022-07)

ATM (Automated Teller Machine) service is among the important strategies used by banks for quality service. But this service is not as expected by the bank and customers. This results in customer’s dissatisfaction of ...
FAIR CHANNEL ALLOCATION MODEL FOR CR-ENABLED VEHICULAR AD-HOC NETWORKs TO ROAD SAFETY APPLICATIONS

BIMRLIGN, WORKU (2021-10)

Road safety prevents road users from road accidents like pollution and traffic congestion. In Vehicular Ad-hoc networks (VANET), the reliability of communication-related to road safety is very important for vehicular ...
Intrusion Detection in Critical Network Infrastructure Using Hybrid Classifier Algorithms

Bikila, Nemera Disasa (2022-07)

Computer networks currently provide a wide range of services to every organization. Banking, electric power, healthcare, telecommunications, and other critical network infrastructure are all supported by underlying ...
INTERNATIONAL VOICE CALL FRAUD DETECTION IN CASE OF THE ETHIOTELECOM

Amensisa, Debele (2022-07)

This paper presents a method of International voice call fraud detection in the case of the ethiotelecom. International voice call fraud is a type of voice call which used from both user sides without the use of data. ...
DEVELOPMENT OF CROP RECOMMENDATION MODEL USING MULTILAYER PERCEPTRON NETWORKS WITH DATA REDUCTION TECHNIQUES

YONAS, BELAY (2021-07-16)

Providing a robust and reliable model is essential for the traditional way of farming, including crop selection with soil characteristics. The current research develops an emerging evolutionary data-intelligence model: ...
Performance Analysis of Adaptive Filter and Machine Learning Algorithms for Heart Rate Estimation Using PPG Signal for Wearable Devices

Tsion, Yigzaw (2021-06)

Heart rate (HR) is a very important cardiological data that indicates a person’s health and effective status. Photoplethysmography (PPG) a promising approach to provide advanced and simple ways for estimating HR information ...
BRAIN STROKE PREDICTION MODEL USING DEEP NEURAL NETWORK (DNN)

TEGISTU, BIYADG SEWNET (2021-07-15)

In this paper, a model of screening patients for stroke predictions is proposed using DNN (DEEP NEURAL NETWORK) for diagnosis. And after all, the level of consumers behavioral intention to adopt and accept the proposed ...
POWER TRANSMISSION CAPACITY AND POWER SYSTEM STABILITY IMPROVEMENT OF EXISTING HVAC LINES WITH SIMULTANEOUS AC-DC TRANSMISSION [Case Study: Tana Beles - Addis Ababa 400 kV Transmission Line]

LIJALEM, DIRES ASMARE (2021-07-03)

Electric power consumption has been increasing uninterruptedly across the globe, this increase specially accelerated in the last decade. Consequently, existing transmission lines are becoming overloaded beyond their power ...
ADAPTIVE TERMINAL SLIDING MODE TRAJECTORY TRACKING CONTROL OF AUTONOMOUS UNDER WATER VEHICLES

Mihret, Habte (2021-02)

Autonomous underwater vehicles are submarines which are extensively employed for underwater exploration and scientific missions. These vehicles are highly nonlinear, their parameters are uncertain and they are accompanied ...
Fuzzy- PID Boiler Controller for Steam Power Plant

Henok, Hailu Ephrem (2021-07)

Boiler is the main component in steam power plant. Classical control laws such as PID are still widely used to control steam pressure, temperature and drum water level of a boiler in steam power plant because of their good ...
PREDICTION OF MALARIA ABUNDANCE USING ARTIFICIAL NEURAL NETWORK (ANN) IN ETHIOPIA: - A CASE STUDY OF AMHARA REGION

ASCHALEW, ABEBE BELETE (2021-06)

Malaria affects more than 110 Million peoples worldwide with approximately 2414 diseases a day in average each year. Among this majority of the disease occur in Africa especially in sub Saharan including Ethiopia. More ...
INVESTIGATION OF ECONOMIC FEASIBLITY AND THE IMPACT OF SINGLE WIRE EARTH RETURN (SWER) SYSTEM ON DISTRIBUTION NETWORK (Case study on: Metema Substation)

Elias, Alemu (2021-07-07)

Energy is a backbone of sustainable development for the countries, especially electrical energy due to its dominancy over other energy forms. To address this energy from the generation stations up to end users it needs ...
Sputum smears quality inspection using an ensemble feature extraction approach

Amarech, Kiflie (2021-07)

Tuberculosis is one of the top 10 communicable and largely affected diseases in the world. To diagnose this highly crucial and rapidly transmitted disease sputum smear microscopic consider as the golden one from other ...

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