Aschalew Tirulo - Academia.edu (original) (raw)

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Papers by Aschalew Tirulo

Research paper thumbnail of CNN-LSTM for Secure Distributed Demand Response in Smart Grid

Research paper thumbnail of Machine Learning and Deep Learning Techniques for Detecting and Mitigating Cyber Threats in IoT-Enabled Smart Grids: A Comprehensive Review

International Journal of Information and Computer Security, Dec 31, 2023

Research paper thumbnail of Ensemble LOF-based detection of false data injection in smart grid demand response system

Computers & electrical engineering, May 1, 2024

Research paper thumbnail of Abnormality Detection from Wireless Capsule Endoscopy Images

In Medical fields, the doctors use different types of imaging technologies among those Wireless C... more In Medical fields, the doctors use different types of imaging technologies among those Wireless Capsule Endoscopy is the one, it used to capture images from the patient body during examination time. Wireless Capsule Endoscopy is prevailing technology which is used by Gasterologist doctors to examine the human digestive system. During the investigation time, more than 57,000 images can be generated and then the doctor examines the images frame by frame to detect mucosal abnormalities (i.e Ulcer, Erosion, erthema, polyp, bleeding...etc). In fact, this is a boring and it takes a lot of time even for a skillful gastrologist doctor. In this paper, different existing abnormal image detection techniques are studied in detail. Recently, the Wireless Capsule Endoscopy (WCE) is an active research area in medical domain. Various research works have been done aiming to develop self-acting algorithms for abnormality detection using color, texture analyses, and other techniques. This paper more f...

Research paper thumbnail of CNN-LSTM for Secure Distributed Demand Response in Smart Grid

Research paper thumbnail of Machine Learning and Deep Learning Techniques for Detecting and Mitigating Cyber Threats in IoT-Enabled Smart Grids: A Comprehensive Review

International Journal of Information and Computer Security, Dec 31, 2023

Research paper thumbnail of Ensemble LOF-based detection of false data injection in smart grid demand response system

Computers & electrical engineering, May 1, 2024

Research paper thumbnail of Abnormality Detection from Wireless Capsule Endoscopy Images

In Medical fields, the doctors use different types of imaging technologies among those Wireless C... more In Medical fields, the doctors use different types of imaging technologies among those Wireless Capsule Endoscopy is the one, it used to capture images from the patient body during examination time. Wireless Capsule Endoscopy is prevailing technology which is used by Gasterologist doctors to examine the human digestive system. During the investigation time, more than 57,000 images can be generated and then the doctor examines the images frame by frame to detect mucosal abnormalities (i.e Ulcer, Erosion, erthema, polyp, bleeding...etc). In fact, this is a boring and it takes a lot of time even for a skillful gastrologist doctor. In this paper, different existing abnormal image detection techniques are studied in detail. Recently, the Wireless Capsule Endoscopy (WCE) is an active research area in medical domain. Various research works have been done aiming to develop self-acting algorithms for abnormality detection using color, texture analyses, and other techniques. This paper more f...

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