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Computer Engineering: Recent submissions

Now showing items 61-80 of 113

THE NEED OF ETHICAL HACKING INTEGRATION IN ALBANIA

Cami, Gridi (2024-03-01)

Network security is a rapidly growing industry which is related to the rapid growth of the technology. This paper is going to cover aspects and the need of ethical hacking integration within the network security industry ...
SMART CONTRACT VULNERABILITY DETECTION ON EVM BYTECODE WITH DEEP LEARNING

Prifti, Lejdi (2024-03-01)

In the quickly changing world of blockchain technology, it is critical to guarantee the security of self-executing contracts, written in programming languages like Solidity called smart contracts. Not all security ...
MACHINE LEARNING ALGORITHMS FOR CYBER ATTACK DETECTION AND CLASSIFICATION

Mullalli, Erindi (2024-03-01)

As a result of the accelerated development and expansion of technology in the present day, a new concern has emerged: cyberattacks. This has generated significant concern across various domains globally, leading to ...
INTELLIGENT LINE FOLLOWER AND HAND TRACKING ROBOT USING ARDUINO UNO

Caushi, Dylber (2024-02-29)

The integration of robotics in the various fields of automation achieved remarkable advancement. Robots are specially designed machines that offer solutions to complex problems and bring efficiency and advancement in ...
THE DETECTION OF FRAUDULENT TRANSACTIONS USING MACHINE LEARNING

Gjoni, Anisa (2024-03-01)

Credit cards are massively used nowadays for internet transactions performed at any moment, given that they have offered facilitation both in usage and time. With the growing usage of credit cards, there has also been ...
INDOOR OBJECT DETECTION

Dollaku, Stela (2024-03-01)

The process of identifying and localizing various items, usually in pictures that represent objects found in daily life, is called object detection. Object detection identifies each object as belonging to a specific class ...
IMAGE AND VIDEO PROCESSING ON XILINX ZYNQ ULTRASCALE+ MPSoC

Selmanhasko, Kevin (2024-02-28)

Field-programmable gate arrays (FPGAs) have become a popular choice for high- speed data transmission systems due to their high performance and flexibility. FPGA- based systems are increasingly being used in various ...
DESIGN OF A MICROCONTROLLER DEVICE FOR HUMAN HEALTH MONITORING

Ismaili, Elira (2024-02-29)

One of the most critical issues that indicates the quality of life and the efficiency of the life of a human is the periodic monitoring of health. In this project, the aim is the development of an innovative microcontroller-based ...
ASSESSING PEAK PERFORMANCE CAPABILITIES OF CLOUD SERVICES AND OF CORE COMPUTATIONAL POWER

Hysneli, Adora (2024-02-28)

Cloud computing is already the widely embraced approach in the field of technology and information, thus gaining a current massive use for fact of flexibility that this technology offers. In recent years, Cloud Computing ...
OPTIMIZING 3D MEDICAL IMAGE SEGMENTATION MODELS THROUGH ARCHITECTURE TUNING AND QUANTIZATION TECHNIQUES: BALANCING MODEL EFFICIENCY AND ACCURACY

Hoxhalli, Kevin (2024-06-26)

Medical image segmentation is a critical task in medical image analysis and patient diagnosis. This thesis investigates the application of the 3D U-Net architecture and its variations, EquiUnet and Att_EquiUnet, for brain ...
EMOTION RECOGNITION WITH ELECTROENCEPHALOGRAPHY USING ARTIFICIAL INTELLIGENCE

Xhaferri, Ilva (2024-06-27)

Emotion recognition has gained major importance in recent years, with applications in human-computer interfaces, affective computing, and numerous medical applications. To capture and analyze the emotional states, several ...
CONCEPTUALIZATION, PLANNING AND PROGRAMMING OF AN ENVIRONMENTAL MONITORING STATION USING ARDUINO IDE AND NEXTION EDITOR

Dafku, Dorjan (2024-06-28)

This paper explores the transformative role of microcontrollers and sensors in modern electronic systems, with a focus on environmental air quality measurement. By leveraging the programmability and integration capabilities ...
MINING SAFETY MICROCONTROLLER SYSTEM

Plloçi, Ergi (2024-06-28)

Throughout the communist era that lasted from the Second World War until 1989, Albania was one of the primary producers of chromite in the world. In the 1980's, Albania was the third largest chromite producer in the world ...
BEST DEFENCE PRACTICES AGAINST WEB AND FTP SERVER ATTACKS BY USING AND EVALUATING NSM TOOLS

Kondi, Megi (2024-06-25)

The internet has influenced every aspect of daily life in the modern digital age, impacting the personal, professional, and social worlds. Because of its existence, communication, business, healthcare, and education are ...
LOWER GRADE GLIOMA RADIOMIC FEATURE SEGMENTATION IN RELATION TO GENOMIC SUBTYPES

Kota, Klea (2024-06-26)

Whether applied for clinical research or patient health risk assessment, our aim is to implement a brain tumor classification and segmentation approach, with a focus on extracting tumor shape and texture features and ...
IMPROVING CONVOLUTIONAL NEURAL NETWORKS USING SPATIAL ATTENTION FOR ACCURATE CLASSIFICATION OF KIDNEY ABNORMALITIES

Kostdhima, Kejsi (2024-06-25)

Accurate diagnosis of kidney abnormalities, such as tumors, stones and cysts is essential for the effective treatment of these diseases. Deep Learning has shown great potential in improving the diagnosis of medical images. ...
COMPARISON OF METHODOLOGICAL APPROACHES: CRISP-DM VERSUS OSEMN METHODOLOGY USING LINEAR REGRESSION AND STATISTICAL ANALYSIS

Shameti, Ketjona (2024-06-26)

AI has contributed in changing many industries, providing new and inventive solutions to complicated challenges. Nevertheless, efficient application of AI projects needs a structured and combinative technique in order ...
SECURING SENSITIVE BANK DATA BY USING ENCRYPTED ALGORITHMS. (AES, DES & RSA)

Luka, Sara (2024-06-26)

With the increasing of technology and computer network, one major challenge or concern is confidentiality security and privacy. A potential way of securing authentication, identification and integrity is Cryptography. ...
COMPARISON OF DEEP LEARNING ALGORITHMS FOR SIGN LANGUAGE RECOGNITION

Loci, Lejdi (2024-06-28)

Communication has an essential impact in facilitating interaction between individuals. It is a crucial and fundamental way of expressing feelings, thoughts, and opinions. The community of deaf people relies on visual ...
ANALOG GENERATOR FOR A DRIVER OF A BOOST DC-DC CONVERTER

Gjini, Andi (2024-11-21)

This thesis explores the automation of analog circuit design, focusing on the driver of a boost DC-DC converter. It develops methodologies for automating schematic and layout design using tools like ANAGEN, WiCked, and ...

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