Yaya Heryadi

According to our database, Yaya Heryadi authored at least 23 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Smart Tourism Recommender System Modeling Based on Hybrid Technique and Content Boosted Collaborative Filtering.

Choirul Huda, Yaya Heryadi, Lukas, Widodo Budiharto

IEEE Access, 2024

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

Transformer and CNN Comparison for Time Series Classification Model.

Ilvico Sonata, Yaya Heryadi

Proceedings of the 15th International Congress on Advanced Applied Informatics Winter, 2023

Topic Segmentation using Transformer Model for Indonesian Text.

Ilvico Sonata, Yaya Heryadi, Cuk Tho

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

Predicting Human Activity with LSTM Face Detection on Server Surveillance System.

Alexander Nurenie, Yaya Heryadi, Lukas, Wayan Suparta, Yulyani Arifin

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 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 Ihsan, Yaya Heryadi, Engkos Achmad Kuncoro, Eka Julianti

Proceedings of the 24th International Arab Conference on Information Technology, 2023

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

Proceedings of the 24th International Arab Conference on Information Technology, 2023

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

Recent Generative Adversarial Approach in Face Aging and Dataset Review.

Hady Pranoto, Yaya Heryadi, Harco Leslie Hendric Spits Warnars, Widodo Budiharto

IEEE Access, 2022

2021

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

2020

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

2019

Comparison of Data Mining Classification Algorithms for Student Performance.

Emny Harna Yossy, Yaya Heryadi, Lukas

Proceedings of the IEEE International Conference on Engineering, Technology and Education, 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

Proceedings of the IEEE International Conference on Engineering, Technology and Education, 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

Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Logo and Brand Recognition from Imbalanced Dataset Using MiniGoogLeNet and MiniVGGNet Models.

Sarwo, Yaya Heryadi, Widodo Budiharto, Edi Abdurachman

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 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

Proceedings of the Intelligent Information and Database Systems: Recent Developments, 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

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

Learning Hierarchical Weather Data Representation for Short-Term Weather Forecasting Using Autoencoder and Long Short-Term Memory Models.

Yaya Heryadi

Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

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

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

Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018

2016

Recognizing debit card fraud transaction using CHAID and K-nearest neighbor: Indonesian Bank case.

Indrajani, Yaya Heryadi, Lili Ayu Wulandhari, Bahtiar Saleh Abbas

Proceedings of the 11th International Conference on Knowledge, 2016

2014

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

Proceedings of the IEEE 3rd Global Conference on Consumer Electronics, 2014