Search Results - "2024 12th International Conference on Information and Communication Technology (ICoICT)"

Optimizing CNN Hyperparameters for Accurate Brain Computed Tomography Image Classification by Khoerunnisa, Ghina, Mone, Bintang Vieshe, Nastiti, Medina Diani, Sulistiyo, Mahmud Dwi, Yunanto, Prasti Eko

“…Diagnosing brain diseases is particularly challenging for neurologists when analyzing Computed Tomography (CT) scans due to the intricate nature of the brain's…”
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Analysis of Social Media Addiction: A Comparison of the Performance of Linear Regression and Random Forest Algorithms in Predicting User Behaviour by Mardiah, Mardiyatun, Kusnawi, Kusnawi

“…Technology is developing rapidly, and one of the impacts felt from technology is the use of social media. Social media has become an inseparable part of…”
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Model-Based Testing of IoT Mobile Controller Smart Light Systems Using Extended Finite State Machine by Rayhan, Afif Fajar, Riskiana, Rosa Reska, Kusumo, Dana Sulistyo, Wibowo, Ryan Oktaviandi Susilo, Praja, Muhammad Rafi Andeo

“…The surge in Internet of Things (IoT) controller mobile applications, particularly for smart lighting systems, underscores the need for robust quality…”
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Detection of Hate-Speech Text on Indonesian Twitter Social Media Using IndoBERTweet-BiLSTM-CNN by Hakim, Atalla Naufal, Sibaroni, Yuliant, Prasetyowati, Sri Suryani

“…Social media Twitter has become the second place in people's lives to express themselves. Social media users can comment on whatever they want, and it is not…”
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Comparative Study of Transfer Learning Models for Classification in Lung Cancer Research Based Compressive Sensing Image by Najib, Andi Ainun, Budiman, Gelar, Irawati, Indrarini Dyah

“…This research propose improve classification of lung cancer disease and optimize the storage of medical images. The conventional diagnosis of lung cancer often…”
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Improving German Traffic Signs Classification Using Deep Convolutional Neural Networks by Labib, Fahdi, Anmila Syamsir, Fiyona, Dwiki Bella Avista, Wa Ode, Sulistiyo, Mahmud Dwi

“…Traffic sign recognition is one of the important tasks in an autonomous vehicle system. Traffic signs provide critical information for vehicles to navigate…”
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Fashion Parsing and Identification for E-Commerce Using Semantic Segmentation by Farhan Audianto, Muhammad, Dwi Sulistiyo, Mahmud, Rachmawati, Ema, Hadiyoso, Sugondo

“…The rapid expansion of the Internet and its infrastructure has significantly impacted various sectors, particularly e-commerce. With the rise of platforms like…”
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HIV Inhibitory Activity Classification with Morgan Fingerprint and Integrated Graph-Based Deep Learning by Verna Siswanto, Jocelyn, Angelina Sunarya, Caroline, Calista, Agnes, Agung Santoso Gunawan, Alexander, Eka Setiawan, Karli

“…This research offers a new perspective on predicting the activity of the HIV virus from the Drug Therapeutics Program (DTP) Antiviral Screen by using the…”
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Study of the Ensemble Deep Learning Algorithm to Detect Image-Based Skin Cancer Melanoma and Basal Cell Carcinoma by Afandi, M. Nur Hikmal, Mandala, Satria, Sutedia, Eva Krishna

“…Skin cancer, which includes Basal Cell Carcinoma (BCC), Squamous Cell Carcinoma (SCC), and Melanoma, is a significant health issue in Indonesia. Skin cancer…”
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Availability Investigation of Green Open Space and Slum Neighborhoods Areas to Flood Potential in Jakarta Using Geospatial Analysis by Nurkhanifah, Athina, Dwilaras, Afifah Rahmi, Anggi, Ernesto, Andy, Erza Aminanto, Muhammad, Ilmi Nasution, Bahrul, Laily Romadhotul Husna, Nur, Intan Kanggrawan, Juan, Nugraha, Yudhistira

“…The city of DKI Jakarta faces challenges of increasing population growth and migration. This phenomenon has led to a rising demand for land, driving land…”
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Anomaly Detection Using LSTM-Based Deep Learning on Natural Gas Pipeline Operational Data by Rieza Fachrezi, Muhammad, Firman Ihsan, Aditya, Astuti, Widi

“…The oil and natural gas industry is a crucial sector in our daily lives. Unwanted incidents in this sector can significantly impact the household sector…”
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Comparing LSTM Algorithm with Word Embedding: FastText and Word2Vec in Bahasa Batak-English Translation by Nasution, Nur Amalia, Nababan, Erna Budhiarti, Mawengkang, Herman

“…The Long-Short Term Memory (LSTM) algorithm is an advancement of the Recurrent Neural Network (RNN) method inspired by the thought patterns of humans. LSTMsand…”
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Sentiment Analysis of Beauty Product Reviews Using the IndoBERT Method and Naive Bayes Classification by Ramdhan, Haidaruddin Muhammad, Dwifebri Purbolaksono, Mahendra, Bunyamin, Bunyamin

“…This paper presents an integrated approach to sentiment analysis of beauty product reviews using the IndoBERT model combined with Naive Bayes classification,…”
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Analyzing the Performance of LoRa Using SX1278 and Dragino Module by Tin Toong, Tai, Yogarayan, Sumendra, Fatimah Abdul Razak, Siti, Ee Mae, Ang, Azman, Afizan, Rama, Kavila

“…Wireless communication systems play a pivotal role in various applications, driving the need for robust and efficient modules. This paper addresses the…”
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Analyzing Sweep Integration in GitHub for AI-Augmented Issue Resolution by Utomo, Muhammad Mufid, Kusumo, Dana Sulistyo, Richasdy, Donni

“…This study investigates the impact of integrating Sweep, an AI-powered GitHub plugin, into a software development project to automate the resolution of GitHub…”
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Cryptocurrency Recommendation System Based on Investor Preferences Using Knowledge Graph Convolutional Network by Luthfi, Nur Muhammad, Wiharja, Kemas Rahmat Saleh

“…Cryptocurrency is a digital asset created using blockchain technology and it has different properties from money that we have known such as US Dollar, Rupiah,…”
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Log Analyzer for English Proficiency Test Cheating Detection by Lintang, Qais Kalyana, Dwi Wahyu Cahyani, Niken, Arief Nugroho, Muhammad

“…Online learning is one of the learning methods implemented by many educational institutions. One of the implementations is the online English Proficiency Test…”
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Identification of Lesions on Breast Based on Breast Ultrasonography Images Using Segmentation Method by Andini, Silfia, Sumijan, Fitri, Iskandar

“…Breast tumors are uncontrolled growths of breast cells, which can be benign or malignant (cancerous). Breast cancer, a malignant tumor, is a leading cause of…”
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Wheelchair Control Based on EOG Signals of Eye Blinks and Eye Glances Based on The Decision Tree Method by Rusydi, Muhammad Ilhamdi, Boestari, Muhammad Abrar A, Nofendra, Riko, Syafii, Setiawan, Agung Wahyu, Sasaki, Minoru

“…This research investigates the development of an EOG (electrooculography)-based wheelchair controlled by eye movements, including blinks and glances. The…”
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Automatic Identification and Reconstruction 3D Image of the Rhinosinusitis Mucus by Eka Putra, Ondra, Sumijan, Tajuddin, Muhammad

“…Rhinosinusitis Mucus is mucus produced by mucus glands found in the nose in the paranasal sinus area which indicates inflammation. Segmentation of…”
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