The development of increasingly sophisticated technology demands sophistication in all things, without exception, including in serving food and drinks in fast food restaurants. Coffee is one of the drinks that many Indonesians like. The distinctive aroma and taste packaged by coffee make the opium connoisseurs addicted so they want to taste it again, moreover enjoying a cup of coffee is very at…
Reconstruction of two-dimensional transcerebellar images into three�dimensional transcerebellar has an important role in diagnosis and treatment planning in neurology. This study proposes the 3D-FHNet method to produce an accurate three-dimensional representation of transcerebellar images. The study began with segmentation of transcerebellar objects on well-labeled ultrasound datasets. The se…
In this study using the You Only Look Once Version 8 (YOLOv8) algorithm to detect and count the number of vehicles based on CCTV recordings, The Recurrent Neural Network (RNN) method optimized with Grid Search (GS) is used to predict road density conditions so as to get smooth, medium, congested output, and to determine the best route using the A-Star algorithm. This study uses a dataset of veh…
Ultrasonography (USG) is an electronic technology that uses sound waves with high frequencies above 20,000 hertz to produce images of the structure of organs in the body. Ultrasound is usually used by doctors to detect the contents of pregnant women. However, the inspection process takes a long time and requires special expertise. This is a challenge, especially to detect objects that are insid…
Traffic congestion in Indonesia remains a complex and unresolved issue. With the advancement of Artificial Intelligence (AI), Machine Learning, and Optimization, there has been a recent innovation to address this traffic problem. This innovation involves determining optimal routes by harnessing these advanced technologies. Artificial Intelligence (AI), Machine Learning, and Optimization technol…
Kipas angin adalah salah satu perangkat pendingin yang umum digunakan di rumah,kantor, dan tempat lainnya. Di era digital saat ini, integrasi perangkat elektronik dengan teknologi Internet of Things (IoT) telah memungkinkan otomatisasi dan pengendalian jarak jauh perangkat seperti kipas angin. Penelitian ini bertujuan untuk mengembangkan sebuah sistem pengendalian kipas angin dengan menggunakan…
Learning as if internally and externally done, as well as extracurricular activities carried out by High School (SHS) students are the main triggers for stress, so their physically and mentally exhausted. In developing a system that will help students with stress problems, the method used is the ForwardChaining and Naive Bayes method. Forward Chaining research is to quickly determine stress lev…
A botnet consists of a group of interconnected software programs that communicate with each other via the internet to perform designated functions. This software is programmed to operate automatically in the network. A botnet driver, also known as a bot master, remotely controls each computer that is part of a botnet network. Therefore, it can be concluded that if a computer is infected with a …
Pengadilan Tinggi Palembang yang merupakan instansi pemerintah dituntut untuk memenuhi harapan masyarakat dalam melakukan pelayanan. Sejak akhir Tahun 2022, Pengadilan Tinggi mengalami penurunan pengunjung yang cukup signifikan..Berdasarkan hasil observasi, masih ditemukan bahwa beberapa pengunjung mengeluhkan bahwa pelayanan yang diberikan kurang memuaskan. Contohnya jam kerja yang seharusnya …
Vehicle License Plate Pattern Recognition is a critical component in traffic monitoring systems, parking security, and various other applications. In this research, we propose a vehicle license plate pattern recognition system that combines YOLOv7 (You Only Look Once version 7) as an object detector and TesseractOCR as a text character recognizer. Under these conditions, researchers developed s…
Internet networks have become a vital infrastructure of modern life, connecting devices around the world. The internet enables information exchange, communication and access to digital resources globally. However, internet networks also face a number of issues that need attention. Network analysis is needed in monitoring internet networks that have busy internet activity and extensive communica…
Remote sensing is a useful technique for mapping and monitoring geographic areas. Land classification based on satellite imagery is one of the applications of remote sensing. Classifying images manually requires a lot of time and effort. The CNN method can be used to automate the image classification process. However, with various CNN architectures that have been found, it is necessary to condu…
Cyber attacks on SCADA systems are becoming an increasingly worrying threat. Because they have security holes and attackers can weaken the Intrusion Detection System (IDS) security sensors, especially the Man In The Middle attack which was found attack the IEC 60780-5-104 protocol, which modifies data packets payload M_ME_NB_1 IOA=1 on the An Open Framework for Deploying Experimental SCADA Tes…
The Internet of things (IoT) is a network that can connect any device to the internet. Denial of Service (DoS) attacks on IoT use reasonable service requests to gain excessive processing and network resources and prevent legitimate users from accessing them. One of the Denial of Service attacks is the User Datagram Protocol (UDP) which is a common form of Denial of Service (DoS) attack, where i…
Citra gelap atau yang berkontras rendah serta citra yang memiliki objek tidak jelas menyebabkan objek pada citra sulit diidentifikasi baik secara sistem ataupun oleh pengamat. Dalam penelitian ini dilakukan perbaikan citra menggunakan metode Convolutional Neural Network (CNN). Berdasarka hasil penelitian ini menunjukkan hasil yang dikeluarkan oleh sistem tersebut berupa gambar yang sudah diperb…
Bitcoin has a low transaction throughput. Shortening the block interval is important to improving output. However, it is still difficult to simply shorten the block interval because the interval is set as the critical time for a block to be spread out sufficiently in the network. In addition, shorter block intervals can lead to more orphan blocks. The utilization of relay networks is one way to…
In bibliographic data analysis, accurate author matching is crucial for various applications such as citation analysis and research profiling. This research focuses on the classification of author matching in bibliographic data using RNNs method. By leveraging the power of RNNs, the authors aim to improve the accuracy of author matching classification in two specific scenarios: homonym and syno…
SCADA is an industrial control system with an access control network that monitors and manages industrial processes remotely. The increasing development of the internet, especially in the industrial world, has also increased the threat of cyber attacks that threaten and endanger the functioning of the SCADA system. The other is the IEC 60870-5-104 (IEC-104) protocol which uses port 2404 (TCP) T…
Schizophrenia is a mental disorder that generally appears in the form of auditory hallucinations, paranoia, or disorganized speech and thinking. Schizophrenia can be diagnosed using an EEG signal examination. This study conducted a comparative analysis of the best method for classifying EEG using the Deep Learning (DL) method. The author uses the 1D Convolutional Neural Network (1D CNN) method …
Supervisory Control and Data Acquisition (SCADA) is a system based on software and hardware elements critical to everyday life and the citizens' economy, including oil networks, water treatment plants, and chemical plants. However, SCADA networks often get cyberattacks, for example, "Man in the Middle" (MITM), in which the attacker secretly takes data, transfers it, and even changes corresponde…
The emergence of the COVID-19 virus has made facial recognition systems less effective in recognizing faces with masks. To overcome this, the author use the method proposed by Fadi Boutros named Unmasked Embedding Model (EUM) and the Self-restraint Triplet Loss loss function to improve the accuracy of the FaceNet facial recognition model. In this study, the accuracy level of the EUM model using…