| Issue | Title | |
| Vol 4, No 2 (2021) | A Comparative Study of Machine Learning-based Approach for Network Traffic Classification | Abstract PDF |
| Kien Trang, An Hoang Nguyen | ||
| Vol 5, No 1 (2022) | A Comparison of Machine Learning Models to Prioritise Emails using Emotion Analysis for Customer Service Excellence | Abstract PDF |
| Mohammad Yasser Chuttur, Yashinee Parianen | ||
| Vol 4, No 2 (2021) | A Comprehensive Analysis of Reward Function for Adaptive Traffic Signal Control | Abstract PDF |
| Abu Rafe Md Jamil, Naushin Nower | ||
| Vol 3, No 2 (2020) | A Review of Accessing Big Data with Significant Ontologies | Abstract PDF |
| Jumah Y.J Sleeman, Jehad Abdulhamid Hammad | ||
| Vol 2, No 1 (2019) | Adam Optimization Algorithm for Wide and Deep Neural Network | Abstract PDF |
| Imran Khan Mohd Jais, Amelia Ritahani Ismail, Syed Qamrun Nisa | ||
| Vol 5, No 2 (2022) | Adaptive Neuro-Fuzzy Inference System for Waste Prediction | Abstract PDF |
| Haviluddin Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred | ||
| Vol 5, No 2 (2022) | An Accurate Real-Time Method for Face Mask Detection using CNN and SVM | Abstract PDF |
| Shili Hechmi | ||
| Vol 6, No 1 (2023) | Ant Colony Optimization for Resistor Color Code Detection | Abstract PDF |
| Slamet Wibawanto, Kartika Candra Kirana, Hani Ramadhan | ||
| Vol 5, No 2 (2022) | Associated Patterns in Open-Ended Concept Maps within E-Learning | Abstract PDF |
| Didik Dwi Prasetya, Tsukasa Hirashima | ||
| Vol 5, No 1 (2022) | Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning | Abstract PDF |
| Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Gijsbertus Jacob Verkerke, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama | ||
| Vol 4, No 1 (2021) | Backpropagation Neural Network with Combination of Activation Functions for Inbound Traffic Prediction | Abstract PDF |
| Purnawansyah Purnawansyah, Haviluddin Haviluddin, Herdianti Darwis, Huzain Azis, Yulita Salim | ||
| Vol 5, No 2 (2022) | Can Multinomial Logistic Regression Predicts Research Group using Text Input? | Abstract PDF |
| Harits Ar Rosyid, Aulia Yahya Harindra Putra, Muhammad Iqbal Akbar, Felix Andika Dwiyanto | ||
| Vol 1, No 1 (2018) | Capital Letter Pattern Recognition in Text to Speech by Way of Perceptron Algorithm | Abstract PDF |
| Novan Wijaya | ||
| Vol 1, No 2 (2018) | Change Vulnerability Forecasting Using Deep Learning Algorithm for Southeast Asia | Abstract PDF |
| Amelia Ritahani Ismail, Nur ‘Atikah Binti Mohd Ali, Junaida Sulaiman | ||
| Vol 5, No 1 (2022) | Clustering methods for Big Data Mining: a comparison study | Abstract |
| Shili Hechmi | ||
| Vol 4, No 2 (2021) | CNN based Face Recognition System for Patients with Down and William Syndrome | Abstract PDF |
| Endang Setyati, Suharyono Az, Subroto Prasetya Hudiono, Fachrul Kurniawan | ||
| Vol 2, No 2 (2019) | Comparison of Indonesian Imports Forecasting by Limited Period Using SARIMA Method | Abstract PDF |
| Harits Ar Rosyid, Mutyara Whening Aniendya, Heru Wahyu Herwanto | ||
| Vol 6, No 2 (2023) | Comparison of Machine Learning Algorithms for Species Family Classification using DNA Barcode | Abstract PDF |
| Lala Septem Riza, M Ammar Fadhlur Rahman, Yudi Prasetyo, Muhammad Iqbal Zain, Herbert Siregar, Topik Hidayat, Khyrina Airin Fariza Abu Samah, Miftahurrahma Rosyda | ||
| Vol 2, No 2 (2019) | Comparison of Naïve Bayes Algorithm and Decision Tree C4.5 for Hospital Readmission Diabetes Patients using HbA1c Measurement | Abstract PDF |
| Utomo Pujianto, Asa Luki Setiawan, Harits Ar Rosyid, Ali M. Mohammad Salah | ||
| Vol 7, No 1 (2024) | Convolutional Neural Network in Motion Detection for Physiotherapy Exercise Movement | Abstract PDF |
| Dika Fikri Laistulloh, Anik Nur Handayani, Rosa Andrie Asmara, Phillip Taw | ||
| Vol 2, No 1 (2019) | Crude Palm Oil Prediction Based on Backpropagation Neural Network Approach | Abstract PDF |
| Hijratul Aini, Haviluddin Haviluddin | ||
| Vol 1, No 1 (2018) | Decision Support System Determination of Main Work Unit In WPP-711 Using Fuzzy TOPSIS | Abstract PDF |
| Hozairi Hozairi, Yaser Krisnafi | ||
| Vol 6, No 2 (2023) | Deep Learning Approaches with Optimum Alpha for Energy Usage Forecasting | Abstract PDF |
| Aji Prasetya Wibawa, Agung Bella Putra Utama, Ade Kurnia Ganesh Akbari, Akhmad Fanny Fadhilla, Alfiansyah Putra Pertama Triono, Andien Khansa’a Iffat Paramarta, Faradini Usha Setyaputri, Leonel Hernandez | ||
| Vol 6, No 1 (2023) | Deep Learning for Multi-Structured Javanese Gamelan Note Generator | Abstract PDF |
| Arik Kurniawati, Eko Mulyanto Yuniarno, Yoyon Kusnendar Suprapto | ||
| Vol 4, No 1 (2021) | Detection of Disease and Pest of Kenaf Plant Based on Image Recognition with VGGNet19 | Abstract PDF |
| Diny Melsye Nurul Fajri, Wayan Firdaus Mahmudy, Titiek Yulianti | ||
| Vol 1, No 2 (2018) | Digit Classification of Majapahit Relic Inscription using GLCM-SVM | Abstract PDF |
| Tri Septianto, Endang Setyati, Joan Santoso | ||
| Vol 4, No 1 (2021) | Do Missing Link Community Smell Affect Developers Productivity: An Empirical Study | Abstract PDF |
| Toukir Ahammed, Sumon Ahmed, Mohammed Shafiul Alam Khan | ||
| Vol 3, No 1 (2020) | Earthquake Magnitude and Grid-Based Location Prediction using Backpropagation Neural Network | Abstract PDF |
| Bagus Priambodo, Wayan Firdaus Mahmudy, Muh Arif Rahman | ||
| Vol 6, No 2 (2023) | EEG Classification while Listening to Murottal Al-Quran and Classical Music using Random Forest Method | Abstract PDF |
| Heni Sumarti, Fahira Septiani, Agus Sudarmanto, Wahyu Caesarendra, Rizki Edmi Edison | ||
| Vol 3, No 2 (2020) | Efficient Scheduling of Plantation Company Workers using Genetic Algorithm | Abstract PDF |
| Wayan Firdaus Mahmudy, Andreas Pardede, Agus Wahyu Widodo, Muh Arif Rahman | ||
| Vol 1, No 2 (2018) | Energy Efficiency Metrics of University Data Centers | Abstract PDF |
| Leonel Hernandez, Genett Jimenez, Piedad Marchena | ||
| Vol 6, No 2 (2023) | Evidence of Students’ Academic Performance at the Federal College of Education Asaba Nigeria: Mining Education Data | Abstract PDF |
| Arnold Adimabua Ojugoa, Christopher Chukwufunaya Odiakaose, Frances Emordi, Rita Erhovwo Ako, Winifred Adigwe, Kizito Eluemonor Anazia, Victor Geteloma | ||
| Vol 7, No 1 (2024) | Exploring LSTM-based Attention Mechanisms with PSO and Grid Search under Different Normalization Techniques for Energy demands Time Series Forecasting | Abstract PDF |
| Andri Pranolo, Xiaofeng Zhou, Yingchi Mao, Bambang Widi Pratolo, Aji Prasetya Wibawa, Agung Bella Putra Utama, Abdoul Fatakhou Ba, Abdullahi Uwaisu Muhammad | ||
| Vol 6, No 1 (2023) | Exploring the Impact of Students Demographic Attributes on Performance Prediction through Binary Classification in the KDP Model | Abstract PDF |
| Issah Iddrisu, Peter Appiahene, Obed Appiah, Inusah Fuseini | ||
| Vol 4, No 1 (2021) | Face Images Classification using VGG-CNN | Abstract PDF |
| I Nyoman Gede Arya Astawa, Made Leo Radhitya, I Wayan Raka Ardana, Felix Andika Dwiyanto | ||
| Vol 5, No 1 (2022) | Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method | Abstract PDF |
| Rizka Suhana, Wayan Firdaus Mahmudy, Agung Setia Budi | ||
| Vol 3, No 1 (2020) | Flood Prediction using Artificial Neural Networks: Empirical Evidence from Mauritius as a Case Study | Abstract PDF |
| A. Zaynah Dhunny, Reena Hansa Seebocus, Zaheer Allam, Mohammad Yasser Chuttur, Muhammed Eltahan, Harsh Mehta | ||
| Vol 4, No 1 (2021) | Forecasting Stock Exchange Data using Group Method of Data Handling Neural Network Approach | Abstract PDF |
| Marzieh Faridi Masouleh, Ahmad Bagheri | ||
| Vol 3, No 2 (2020) | Generating Javanese Stopwords List using K-means Clustering Algorithm | Abstract PDF |
| Aji Prasetya Wibawa, Hidayah Kariima Fithri, Ilham Ari Elbaith Zaeni, Andrew Nafalski | ||
| Vol 2, No 2 (2019) | Handwriting Character Recognition using Vector Quantization Technique | Abstract PDF |
| Haviluddin Haviluddin, Rayner Alfred, Ni’mah Moham, Herman Santoso Pakpahan, Islamiyah Islamiyah, Hario Jati Setyadi | ||
| Vol 2, No 1 (2019) | High Dimensional Data Clustering using Self-Organized Map | Abstract PDF |
| Ruth Ema Febrita, Wayan Firdaus Mahmudy, Aji Prasetya Wibawa | ||
| Vol 5, No 1 (2022) | Human Facial Expressions Identification using Convolutional Neural Network with VGG16 Architecture | Abstract PDF |
| Luther Alexander Latumakulita, Sandy Laurentius Lumintang, Deiby Tineke Salakia, Steven R. Sentinuwo, Alwin Melkie Sambul, Noorul Islam | ||
| Vol 3, No 1 (2020) | Human Intestinal Condition Identification based-on Blended Spatial and Morphological Feature using Artificial Neural Network Classifier | Abstract PDF |
| Ummi Athiyah, Arif Wirawan Muhammad, Ahmad Azhari | ||
| Vol 5, No 2 (2022) | Hybrid Artificial Bee Colony and Improved Simulated Annealing for the Capacitated Vehicle Routing Problem | Abstract PDF |
| Farhanna Mar'i, Hafidz Ubaidillah, Wayan Firdaus Mahmudy, Ahmad Afif Supianto | ||
| Vol 7, No 1 (2024) | Hybrid Method for User Review Sentiment Categorization in ChatGPT Application Using N-Gram and Word2Vec Features | Abstract PDF |
| Husna Luthfiatun Nisa, Atina Ahdika | ||
| Vol 5, No 2 (2022) | Indonesian Language Term Extraction using Multi-Task Neural Network | Abstract PDF |
| Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez | ||
| Vol 4, No 1 (2021) | Indonesian Sentence Boundary Detection using Deep Learning Approaches | Abstract PDF |
| Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Fachrul Kurniawan | ||
| Vol 6, No 1 (2023) | Inter-Frame Video Compression based on Adaptive Fuzzy Inference System Compression of Multiple Frame Characteristics | Abstract PDF |
| Arief Bramanto Wicaksono Putra, Rheo Malani, Bedi Suprapty, Achmad Fanany Onnilita Gaffar, Roman Voliansky | ||
| Vol 6, No 1 (2023) | K-Means Clustering and Multilayer Perceptron for Categorizing Student Business Groups | Abstract PDF |
| Miftahul Walid, Norfiah Lailatin Nispi Sahbaniya, Hozairi Hozairi, Fajar Baskoro, Arya Yudhi Wijaya | ||
| Vol 6, No 1 (2023) | Long-Term Traffic Prediction Based on Stacked GCN Model | Abstract PDF |
| Atkia Akila Karim, Naushin Nower | ||
| Vol 1, No 1 (2018) | Market Basket Analysis to Identify Customer Behaviours by Way of Transaction Data | Abstract PDF |
| Fachrul Kurniawan, Binti Umayah, Jihad Hammad, Supeno Mardi Susiki Nugroho, Mochammad Hariadi | ||
| Vol 6, No 1 (2023) | Maximum Marginal Relevance and Vector Space Model for Summarizing Students' Final Project Abstracts | Abstract PDF |
| Gunawan Gunawan, Fitria Fitria, Esther Irawati Setiawan, Kimiya Fujisawa | ||
| Vol 4, No 2 (2021) | Melanoma Classification based on Simulated Annealing Optimization in Neural Network | Abstract PDF |
| Edi Jaya Kusuma, Ika Pantiawati, Sri Handayani | ||
| Vol 6, No 2 (2023) | Multivariate Analysis Approach to Factor-Affected Tuberculosis Disease | Abstract PDF |
| Zuli Agustina Gultom, Farid Akbar Siregar, Mahardika Abdi Prawira Tanjung, Al-Hamidy Hazidar | ||
| Vol 1, No 1 (2018) | Network Traffic Time Series Performance Analysis Using Statistical Methods | Abstract PDF |
| Purnawansyah Purnawansyah, Haviluddin Haviluddin, Rayner Alfred, Achmad Fanany Onnilita Gaffar | ||
| Vol 2, No 2 (2019) | Neural Network Classification of Brainwave Alpha Signals in Cognitive Activities | Abstract PDF |
| Ahmad Azhari, Adhi Susanto, Andri Pranolo, Yingchi Mao | ||
| Vol 5, No 1 (2022) | Non-Gaussian Analysis of Herbarium Specimen Damage to Optimize Specimen Collection Management | Abstract PDF |
| Aris Yaman, Yulia Aris Kartika, Ariani Indrawati, Zaenal Akbar, Lindung Parningotan Malik, Wita Wardani, Tutie Djarwaningsih, Taufik Mahendra, Dadan Ridwan Saleh | ||
| Vol 3, No 1 (2020) | Opinion Analysis for Emotional Classification on Emoji Tweets using the Naïve Bayes Algorithm | Abstract PDF |
| Siti Sendari, Ilham Ari Elbaith Zaeni, Dian Candra Lestari, Hanny Prasetya Hariyadi | ||
| Vol 2, No 2 (2019) | Optimisation of Rice Fertiliser Composition using Genetic Algorithms | Abstract PDF |
| Retno Dewi Anissa, Wayan Firdaus Mahmudy, Agus Wahyu Widodo | ||
| Vol 7, No 1 (2024) | Optimization of a Virtual Server Infrastructure Using Docker Technology in a Company in the Automotive Sector | Abstract |
| Leonel Hernandez | ||
| Vol 5, No 1 (2022) | Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction | Abstract PDF |
| Andri Pranolo, Yingchi Mao, Aji Prasetya Wibawa, Agung Bella Putra Utama, Felix Andika Dwiyanto | ||
| Vol 7, No 1 (2024) | Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery | Abstract PDF |
| Nur Ainun Daulay, Salwa Rizqina Putri, Arie Wahyu Wijayanto, Ika Yuni Wulansari | ||
| Vol 6, No 1 (2023) | Optimizing Random Forest Algorithm to Classify Player's Memorisation via In-game Data | Abstract PDF |
| Akmal Vrisna Alzuhdi, Harits Ar Rosyid, Mohammad Yasser Chuttur, Shah Nazir | ||
| Vol 4, No 2 (2021) | Parallel Approach of Adaptive Image Thresholding Algorithm on GPU | Abstract PDF |
| Adhi Prahara, Andri Pranolo, Nuril Anwar, Yingchi Mao | ||
| Vol 3, No 1 (2020) | Parallelization of Partitioning Around Medoids (PAM) in K-Medoids Clustering on GPU | Abstract PDF |
| Adhi Prahara, Dewi Pramudi Ismi, Ahmad Azhari | ||
| Vol 5, No 2 (2022) | Performance of Ensemble Classification for Agricultural and Biological Science Journals with Scopus Index | Abstract PDF |
| Nastiti Susetyo Fanany Putri, Aji Prasetya Wibawa, Harits Ar Rosyid, Agung Bella Putra Utama, Wako Uriu | ||
| Vol 5, No 2 (2022) | Predicting Heart Disease using Logistic Regression | Abstract PDF |
| Mochammad Anshori, M. Syauqi Haris | ||
| Vol 1, No 2 (2018) | Profiling and Identifying Individual Users by Their Command Line Usage and Writing Style | Abstract PDF |
| Darusalam Darusalam, Helen Ashman | ||
| Vol 3, No 1 (2020) | Query Rewriting with Thesaurus-Based for Handling Semantic Heterogeneity in Database Integration | Abstract PDF |
| I Made Riyan Adi Nugroho, I Wayan Budi Sentana | ||
| Vol 4, No 2 (2021) | Recognition of Handwritten Javanese Script using Backpropagation with Zoning Feature Extraction | Abstract PDF |
| Anik Nur Handayani, Heru Wahyu Herwanto, Katya Lindi Chandrika, Kohei Arai | ||
| Vol 6, No 2 (2023) | Recurrent Session Approach to Generative Association Rule based Recommendation | Abstract PDF |
| Tubagus Arief Armanda, Ire Puspa Wardhani, Tubagus M. Akhriza, Tubagus M. Adrie Admira | ||
| Vol 6, No 1 (2023) | Round-Robin Algorithm in Load Balancing for National Data Centers | Abstract PDF |
| I Kadek Wahyu Sudiatmika, Gede Indrawan, Sariyasa Sariyasa | ||
| Vol 3, No 2 (2020) | Segmentation Method for Face Modelling in Thermal Images | Abstract PDF |
| Albar Albar, Hendrick Hendrick, Rahmad Hidayat | ||
| Vol 2, No 1 (2019) | Selection of Marine Security Policy using Fuzzy-AHP TOPSIS Hybrid Approach | Abstract PDF |
| Hozairi Hozairi, Buhari Buhari, Heru Lumaksono, Marcus Tukan | ||
| Vol 5, No 1 (2022) | Sentiment Analysis of Amazon Product Reviews using Supervised Machine Learning Techniques | Abstract PDF |
| Naveed Sultan | ||
| Vol 1, No 2 (2018) | Signature Pattern Recognition using Kohonen Network | Abstract PDF |
| Nadia Roosmalita Sari, Moh. Zoqi Sarwani, Yudha Alif Aulia, Wayan Firdaus Mahmudy | ||
| Vol 4, No 2 (2021) | Similarity Identification of Large-scale Biomedical Documents using Cosine Similarity and Parallel Computing | Abstract PDF |
| Merlinda Wibowo, Christoph Quix, Nur Syahela Hussien, Herman Yuliansyah, Faisal Dharma Adhinata | ||
| Vol 3, No 2 (2020) | Simple Modification for an Apriori Algorithm With Combination Reduction and Iteration Limitation Technique | Abstract PDF |
| Adie Wahyudi Oktavia Gama, Ni Made Widnyani | ||
| Vol 5, No 1 (2022) | Social Distancing Monitoring System using Deep Learning | Abstract PDF |
| Amelia Ritahani Ismail, Nur Shairah Muhd Affendy, Ahsiah Ismail, Asmarani Ahmad Puzi | ||
| Vol 5, No 2 (2022) | Social Media Mining with Fuzzy Text Matching: A Knowledge Extraction on Tourism After COVID-19 Pandemic | Abstract PDF |
| Ida Bagus Putra Manuaba, I Wayan Budi Sentana, I Nyoman Gede Arya Astawa, I Wayan Suasnawa, I Putu Bagus Arya Pradnyana | ||
| Vol 1, No 1 (2018) | SQL Logic Error Detection by Using Start End Mid Algorithm | Abstract PDF |
| Jevri Tri Ardiansah, Aji Prasetya Wibawa, Triyanna Widyaningtyas, Okazaki Yasuhisa | ||
| Vol 6, No 2 (2023) | Stacked LSTM-GRU Long-Term Forecasting Model for Indonesian Islamic Banks | Abstract PDF |
| Yayat Sujatna, Adhitio Satyo Bayangkari Karno, Widi Hastomo, Nia Yuningsih, Dody Arif, Sri Setya Handayani, Aqwam Rosadi Kardian, Ire Puspa Wardhani, L.M Rasdi Rere | ||
| Vol 4, No 2 (2021) | Stress Classification using Deep Learning with 1D Convolutional Neural Networks | Abstract PDF |
| Abdulrazak Yahya Saleh, Lau Khai Xian | ||
| Vol 6, No 2 (2023) | Systematic Literature Review on Ontology-based Indonesian Question Answering System | Abstract PDF |
| Fadhila Tangguh Admojo, Adidah Lajis, Haidawati Nasir | ||
| Vol 3, No 2 (2020) | Tanned and Synthetic Leather Classification Based on Images Texture with Convolutional Neural Network | Abstract PDF |
| Faadihilah Ahnaf Faiz, Ahmad Azhari | ||
| Vol 2, No 1 (2019) | The Diffusion of ICT for Corruption Detection in Open Government Data | Abstract PDF |
| Darusalam Darusalam, Jamaliah Said, Normah Omar, Marijn Janssen, Kazi Sohag | ||
| Vol 5, No 1 (2022) | The Effect of Resampling on Classifier Performance: an Empirical Study | Abstract PDF |
| Utomo Pujianto, Muhammad Iqbal Akbar, Niendhitta Tamia Lassela, Deni Sutaji | ||
| Vol 6, No 2 (2023) | The Effect of the Number of Hidden Layers on The Performance of Deep Q-Network for Traveling Salesman Problem | Abstract PDF |
| Benzfica Hanif, Aisyah Larasati, Rudi Nurdiansyah, Trung Le | ||
| Vol 5, No 2 (2022) | Traffic Density Prediction using IoT-based Double Exponential Smoothing | Abstract PDF |
| Rosa Andrie Asmara, Noprianto Noprianto, Muhammad Ainur Ilmy, Kohei Arai | ||
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