A method for dance motion recognition and scoring using two-layer classifier based on conditional random field and stochastic error-correcting context-free grammar. - Yaya Heryadi; Mohamad Ivan Fanany; Aniati Murni Arymurthy (GCCE, 2014)

Recognizing debit card fraud transaction using CHAID and K-nearest neighbor: Indonesian Bank case. - Indrajani; Yaya Heryadi; Lili Ayu Wulandhari; Bahtiar Saleh Abbas (KICSS, 2016)

Single Layer & Multi-layer Long Short-Term Memory (LSTM) Model with Intermediate Variables for Weather Forecasting. - Afan Galih Salman; Yaya Heryadi; Edi Abdurahman; Wayan Suparta (ICCSCI, 2018)

Weather Forecasting Using Merged Long Short-Term Memory Model (LSTM) and Autoregressive Integrated Moving Average (ARIMA) Model. - Afan Galih Salman; Yaya Heryadi; Edi Abdurahman; Wayan Suparta (J. Comput. Sci., 2018)

Learning Hierarchical Weather Data Representation for Short-Term Weather Forecasting Using Autoencoder and Long Short-Term Memory Models. - Yaya Heryadi (ACIIDS (1), 2019)

Predicting Cardiovascular Risk Level Based on Biochemical Risk Factor Indicators Using Machine Learning: A Case Study in Indonesia. - Yaya Heryadi; Raymond Kosala; Raymond Bahana; Indrajani Suteja (ACIIDS (2), 2019)

Land Cover Classification Based on Sentinel-2 Satellite Imagery Using Convolutional Neural Network Model: A Case Study in Semarang Area, Indonesia. - Yaya Heryadi; Eka Miranda (ACIIDS (Extended Posters), 2019)

Logo and Brand Recognition from Imbalanced Dataset Using MiniGoogLeNet and MiniVGGNet Models. - Sarwo; Yaya Heryadi; Widodo Budiharto; Edi Abdurachman (ACIIDS (1), 2019)

Malware Detection using Hybrid Autoencoder Approach for Better Security in Educational Institutions. - Irvan Santoso; Yaya Heryadi; Harco Leslie Hendric Spits Warnars; Lili Ayu Wulandhari; Lukas; Edi Abdurachman (TALE, 2019)

EEG Based Identification of Words on Exam Models with Yes-No Answers for Students with Visual Impairments. - Efy Yosrita; Yaya Heryadi; Lili Ayu Wulandhari; Widodo Budiharto (TALE, 2019)

Comparison of Data Mining Classification Algorithms for Student Performance. - Emny Harna Yossy; Yaya Heryadi; Lukas (TALE, 2019)

Personalization of study material based on predicted final grades using multi-criteria user-collaborative filtering recommender system. - Dina Fitria Murad; Yaya Heryadi; Sani Muhamad Isa; Widodo Budiharto (Educ. Inf. Technol., 2020)

Question generation model based on key-phrase, context-free grammar, and Bloom's taxonomy. - Bambang Dwi Wijanarko; Yaya Heryadi; Hapnes Toba; Widodo Budiharto (Educ. Inf. Technol., 2021)

Recent Generative Adversarial Approach in Face Aging and Dataset Review. - Hady Pranoto; Yaya Heryadi; Harco Leslie Hendric Spits Warnars; Widodo Budiharto (IEEE Access, 2022)

Enhanced IPCGAN-Alexnet model for new face image generating on age target. - Hady Pranoto; Yaya Heryadi; Harco Leslie Hendric Spits Warnars; Widodo Budiharto (J. King Saud Univ. Comput. Inf. Sci., 2022)

The Impact of Recommendation System Provided Based on Online Learning Readiness in the MOOC Environment. - Dina Fitria Murad; Mohamad Toha; Hendra Mayatopani; Meta Amalya Dewi; Riyan Leandros; Silvia Ayunda Murad; Yaya Heryadi; Bambang Dwi Wijanarko (ACIT, 2023)

AI-Based Feature Extraction and Cosine Similarity for Automation of Student Learning Assessment. - Bambang Dwi Wijanarko; Bachtiar; Rosilah Binti Hassan; Dina Fitria Murad; Ridho Bramulya Ikhsan; Yaya Heryadi; Engkos Achmad Kuncoro; Eka Julianti (ACIT, 2023)

Predicting Human Activity with LSTM Face Detection on Server Surveillance System. - Alexander Nurenie; Yaya Heryadi; Lukas; Wayan Suparta; Yulyani Arifin (ICAIIC, 2023)

Topic Segmentation using Transformer Model for Indonesian Text. - Ilvico Sonata; Yaya Heryadi; Cuk Tho (ICCSCI, 2023)

Transformer and CNN Comparison for Time Series Classification Model. - Ilvico Sonata; Yaya Heryadi (IIAI-AAI-Winter, 2023)

Improving DeepLabV3+ Using Normalized Satellite Indices in Land-Cover Segmentation. - Herlawati Herlawati; Edi Abdurachman; Yaya Heryadi; Haryono Soeparno (Int. J. Fuzzy Log. Intell. Syst., 2023)

Smart Tourism Recommender System Modeling Based on Hybrid Technique and Content Boosted Collaborative Filtering. - Choirul Huda; Yaya Heryadi; Lukas; Widodo Budiharto (IEEE Access, 2024)

Automatic Detection of Systemic Diseases to Recognize Mpox Virus using GPLNet Based on Skin Lesions. - Panji Bintoro; Zulkifli Zulkifli; Yaya Heryadi; Fitriana Fitriana; Nopi Anggista Putri; Dwi Yana Ayu Andini (J. Univers. Comput. Sci., 2024)

Indoor Positioning System Classification with Wi-Fi Signal Data: A Machine Learning Approach. - Ivan Alexander; Gede Putra Kusuma; Yaya Heryadi; Widodo Budiharto (KST, 2025)