Issue | Title | |
Vol 6, No 2 (2020): December | A review on Video Classification with Methods, Findings, Performance, Challenges, Limitations and Future Work | Abstract PDF |
Md Shofiqul Islam, Sunjida Sultana, Uttam Kumar Roy, Jubayer Al Mahmud | ||
Vol 5, No 2 (2019): December | Text Classification Using Long Short-Term Memory With GloVe Features | Abstract PDF |
Winda Kurnia Sari, Dian Palupi Rini, Reza Firsandaya Malik | ||
Vol 7, No 3 (2021): December | Machine Learning-Based Music Genre Classification with Pre-Processed Feature Analysis | Abstract PDF |
Md Shofiqul Islam, Md Munirul Hasan, Md Abdur Rahim, Ali Muttaleb Hasan, Mohammad Mynuddin, Imran Khandokar, Md Jabbarul Islam | ||
Vol 10, No 1 (2024): March | Film Recommendation System Using Content-Based Filtering and the Convolutional Neural Network (CNN) Classification Methods | Abstract PDF |
Arliyanna Nilla, Erwin Budi Setiawan | ||
Vol 7, No 1 (2021): April | HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text | Abstract PDF |
Md Shofiqul Islam, Mst Sunjida Sultana, Mr Uttam Kumar, Jubayer Al Mahmud, SM Jahidul Islam | ||
Vol 7, No 1 (2021): April | Using Unlabeled Data Set for Mining Knowledge from DDB | Abstract PDF |
Azhar F. Hassan | ||
Vol 7, No 1 (2021): April | Optimization of Applied Detection Rate in the Simple Evolving Connectionist System Method for Classification of Images Containing Protein | Abstract PDF |
Rahmad Syah, Al-Khowarizmi Al-Khowarizmi | ||
Vol 9, No 3 (2023): September | Topic Detection on Twitter Using Deep Learning Method with Feature Expansion GloVe | Abstract PDF |
Windy Ramadhanti, Erwin Budi Setiawan | ||
Vol 8, No 1 (2022): March | Detection of Oxygen Levels (SpO2) and Heart Rate Using a Pulse Oximeter for Classification of Hypoxemia Based on Fuzzy Logic | Abstract PDF |
Mazaya Zata Dini, Andrian Rakhmatsyah, Aulia Arif Wardana | ||
Vol 10, No 2 (2024): June | Development of Convolutional Neural Network Models to Improve Facial Expression Recognition Accuracy | Abstract PDF |
Fatimatuzzahra Fatimatuzzahra, Lindawati Lindawati, Sopian Soim | ||
Vol 9, No 4 (2023): December | Optimized Machine Learning Performance with Feature Selection for Breast Cancer Disease Classification | Abstract PDF |
Koirunnisa Koirunnisa, Amril Mutoi Siregar, Sutan Faisal | ||
Vol 9, No 3 (2023): September | Object Classification Model Using Ensemble Learning with Gray-Level Co-Occurrence Matrix and Histogram Extraction | Abstract PDF |
Florentina Tatrin Kurniati, Daniel HF Manongga, Eko Sediyono, Sri Yulianto Joko Prasetyo, Roy Rudolf Huizen | ||
Vol 9, No 3 (2023): September | Early Identification of Alzheimer’s Disease Using Medical Imaging: A Review From a Machine Learning Approach Perspective | Abstract PDF |
Naveen N, Nagaraj G Cholli | ||
Vol 9, No 2 (2023): June | Sentiment Analysis of Customers’ Review on Delivery Service Provider on Twitter Using Naive Bayes Classification | Abstract PDF |
Ari Basuki | ||
Vol 7, No 1 (2021): April | Jatropha Curcas Disease Identification using Random Forest | Abstract PDF |
Triando Hamonangan Saragih, Vivi Nur Wijayaningrum, Muhammad Haekal | ||
Vol 10, No 2 (2024): June | Comparative Evaluation of Feature Selection Methods for Heart Disease Classification with Support Vector Machine | Abstract PDF |
Winarsi J. Bidul, Sugiyarto Surono, Tri Basuki Kurniawan | ||
Vol 9, No 2 (2023): June | Pilates Pose Classification Using MediaPipe and Convolutional Neural Networks with Transfer Learning | Abstract PDF |
Kenneth Angelo Tanjaya, Mohammad Farid Naufal, Heru Arwoko | ||
Vol 8, No 4 (2022): Desember | Classification of Leukocytes Using Meta-Learning and Color Constancy Methods | Abstract PDF |
Eduardo Rivas-Posada, Mario I. Chacon-Murguia, Juan Alberto Ramirez-Quintana, Carlos Arzate-Quintana | ||
Vol 9, No 1 (2023): March | RETRACTED: LSTM Network Hyperparameter Optimization for Stock Price Prediction Using the Optuna Framework | Abstract |
Edi Ismanto, Vitriani Vitriani | ||
Vol 9, No 3 (2023): September | Nondestructive Chicken Egg Fertility Detection Using CNN-Transfer Learning Algorithms | Abstract PDF |
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andri Pranolo, Wilis Kaswijanti, Andiko Putro Suryotomo, Seno Aji Putra, Alin Khaliduzzaman, Anton Satria Prabuwono, Nathalie Japkowicz | ||
Vol 7, No 2 (2021): August | New Hybrid Deep Learning Method to Recognize Human Action from Video | Abstract PDF |
Md Shofiqul Islam, Sunjida Sultana, Md Jabbarul Islam | ||
Vol 9, No 3 (2023): September | Strawberry Plant Diseases Classification Using CNN Based on MobileNetV3-Large and EfficientNet-B0 Architecture | Abstract PDF |
Dyah Ajeng Pramudhita, Fatima Azzahra, Ikrar Khaera Arfat, Rita Magdalena, Sofia Saidah | ||
Vol 10, No 2 (2024): June | Random Search-Based Parameter Optimization on Binary Classifiers for Software Defect Prediction | Abstract PDF |
Misbah Ali, Muhammad Sohaib Azam, Tariq Shahzad | ||
Vol 10, No 2 (2024): June | Word Embedding Feature for Improvement Machine Learning Performance in Sentiment Analysis Disney Plus Hotstar Comments | Abstract PDF |
Jasmir Jasmir, Nurhadi Nurhadi, Eni Rohaini, M Riza Pahlevi B, Daniel Sintong Pardamean Simanjuntak | ||
Vol 9, No 2 (2023): June | Application of SMOTE to Handle Imbalance Class in Deposit Classification Using the Extreme Gradient Boosting Algorithm | Abstract PDF |
Dina Arifah, Triando Hamonangan Saragih, Dwi Kartini, Muliadi Muliadi, Muhammad Itqan Mazdadi | ||
Vol 9, No 2 (2023): June | Prediction of Post-Operative Survival Expectancy in Thoracic Lung Cancer Surgery Using Extreme Learning Machine and SMOTE | Abstract PDF |
Ajwa Helisa, Triando Hamonangan Saragih, Irwan Budiman, Fatma Indriani, Dwi Kartini | ||
Vol 9, No 1 (2023): March | The Combination of C4.5 with Particle Swarm Optimization in Classification of Class for Mental Retardation Students | Abstract PDF |
Sausan Hidayah Nova, Budi Warsito, Aris Puji Widodo | ||
Vol 10, No 3 (2024): September | A Comparative Study of Modern Activation Functions on Multi-Label CNNs to Predict Genres Based on Movie Posters | Abstract PDF |
Ahmad Zein Al Wafi, Anan Nugroho | ||
Vol 10, No 3 (2024): September | From Text to Truth: Leveraging IndoBERT and Machine Learning Models for Hoax Detection in Indonesian News | Abstract PDF |
Muhammad Yusuf Ridho, Evi Yulianti | ||
Vol 10, No 3 (2024): September | Reducing Overfitting in Neural Networks for Text Classification Using Kaggle's IMDB Movie Reviews Dataset | Abstract PDF |
Poningsih Poningsih, Agus Perdana Windarto, Putrama Alkhairi | ||
Vol 10, No 3 (2024): September | The Effectiveness of Data Imputations on Myocardial Infarction Complication Classification Using Machine Learning Approach with Hyperparameter Tuning | Abstract PDF |
Muhammad Itqan Mazdadi, Triando Hamonangan Saragih, Irwan Budiman, Andi Farmadi, Ahmad Tajali | ||
1 - 31 of 31 Items |
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