Yaya Heryadi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 20

Top Topics

Cosine Similarity

Topic Segmentation

Malware Detection

Weather Forecasting

Top Venues

Educ. Inf. Technol.

Publications

Herlawati Herlawati, Edi Abdurachman, Yaya Heryadi, Haryono Soeparno
Using Normalized Satellite Indices in Land-Cover Segmentation. Int. J. Fuzzy Log. Intell. Syst. 23 (4) (2023)
Bambang Dwi Wijanarko, Bachtiar, Rosilah Binti Hassan, Dina Fitria Murad, Ridho Bramulya Ihsan, Yaya Heryadi, Engkos Achmad Kuncoro, Eka Julianti
AI-Based Feature Extraction and Cosine Similarity for Automation of Student Learning Assessment. ACIT (2023)
Ilvico Sonata, Yaya Heryadi
Transformer and CNN Comparison for Time Series Classification Model. IIAI-AAI-Winter (2023)
Dina Fitria Murad, Mohamad Toha, Hendra Mayatopani, Meta Amalya Dewi, Riyan Leandros, Silvia Ayunda Murad, Yaya Heryadi, Bambang Dwi Wijanarko
The Impact of Recommendation System Provided Based on Online Learning Readiness in the MOOC Environment. ACIT (2023)
Ilvico Sonata, Yaya Heryadi, Cuk Tho
Topic Segmentation using Transformer Model for Indonesian Text. ICCSCI (2023)
Alexander Nurenie, Yaya Heryadi, Lukas, Wayan Suparta, Yulyani Arifin
Predicting Human Activity with LSTM Face Detection on Server Surveillance System. ICAIIC (2023)
Hady Pranoto, Yaya Heryadi, Harco Leslie Hendric Spits Warnars, Widodo Budiharto
Recent Generative Adversarial Approach in Face Aging and Dataset Review. IEEE Access 10 (2022)
Hady Pranoto, Yaya Heryadi, Harco Leslie Hendric Spits Warnars, Widodo Budiharto
Enhanced IPCGAN-Alexnet model for new face image generating on age target. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Bambang Dwi Wijanarko, Yaya Heryadi, Hapnes Toba, Widodo Budiharto
Question generation model based on key-phrase, context-free grammar, and Bloom's taxonomy. Educ. Inf. Technol. 26 (2) (2021)
Dina Fitria Murad, Yaya Heryadi, Sani Muhamad Isa, Widodo Budiharto
Personalization of study material based on predicted final grades using multi-criteria user-collaborative filtering recommender system. Educ. Inf. Technol. 25 (6) (2020)
Sarwo, Yaya Heryadi, Widodo Budiharto, Edi Abdurachman
Logo and Brand Recognition from Imbalanced Dataset Using MiniGoogLeNet and MiniVGGNet Models. ACIIDS (1) (2019)
Irvan Santoso, Yaya Heryadi, Harco Leslie Hendric Spits Warnars, Lili Ayu Wulandhari, Lukas, Edi Abdurachman
Malware Detection using Hybrid Autoencoder Approach for Better Security in Educational Institutions. TALE (2019)
Yaya Heryadi
Learning Hierarchical Weather Data Representation for Short-Term Weather Forecasting Using Autoencoder and Long Short-Term Memory Models. ACIIDS (1) (2019)
Efy Yosrita, Yaya Heryadi, Lili Ayu Wulandhari, Widodo Budiharto
EEG Based Identification of Words on Exam Models with Yes-No Answers for Students with Visual Impairments. TALE (2019)
Emny Harna Yossy, Yaya Heryadi, Lukas
Comparison of Data Mining Classification Algorithms for Student Performance. TALE (2019)
Yaya Heryadi, Eka Miranda
Land Cover Classification Based on Sentinel-2 Satellite Imagery Using Convolutional Neural Network Model: A Case Study in Semarang Area, Indonesia. ACIIDS (Extended Posters) (2019)
Yaya Heryadi, Raymond Kosala, Raymond Bahana, Indrajani Suteja
Predicting Cardiovascular Risk Level Based on Biochemical Risk Factor Indicators Using Machine Learning: A Case Study in Indonesia. ACIIDS (2) (2019)
Afan Galih Salman, Yaya Heryadi, Edi Abdurahman, Wayan Suparta
Single Layer & Multi-layer Long Short-Term Memory (LSTM) Model with Intermediate Variables for Weather Forecasting. ICCSCI (2018)
Afan Galih Salman, Yaya Heryadi, Edi Abdurahman, Wayan Suparta
Weather Forecasting Using Merged Long Short-Term Memory Model (LSTM) and Autoregressive Integrated Moving Average (ARIMA) Model. J. Comput. Sci. 14 (7) (2018)
Indrajani, Yaya Heryadi, Lili Ayu Wulandhari, Bahtiar Saleh Abbas
Recognizing debit card fraud transaction using CHAID and K-nearest neighbor: Indonesian Bank case. KICSS (2016)
Yaya Heryadi, Mohamad Ivan Fanany, Aniati Murni Arymurthy
A method for dance motion recognition and scoring using two-layer classifier based on conditional random field and stochastic error-correcting context-free grammar. GCCE (2014)