Browse Title Index


 
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 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 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   HTML
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 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 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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