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ORCIDYaya Heryadi
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- affiliation: Bina Nusantara University, Jakarta, Indonesia
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2020 – today
- 2024
[j8]Choirul Huda
, Yaya Heryadi, Lukas, Widodo Budiharto:
Smart Tourism Recommender System Modeling Based on Hybrid Technique and Content Boosted Collaborative Filtering. IEEE Access 12: 131794-131808 (2024)- [j7]Panji Bintoro, Zulkifli Zulkifli, Yaya Heryadi, Fitriana Fitriana, Nopi Anggista Putri, Dwi Yana Ayu Andini:
Automatic Detection of Systemic Diseases to Recognize Mpox Virus using GPLNet Based on Skin Lesions. J. Univers. Comput. Sci. 30(10): 1286-1315 (2024) - 2023
- [j6]Herlawati Herlawati, Edi Abdurachman, Yaya Heryadi, Haryono Soeparno:
Improving DeepLabV3+ Using Normalized Satellite Indices in Land-Cover Segmentation. Int. J. Fuzzy Log. Intell. Syst. 23(4): 389-398 (2023) - [c15]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: 1-6 - [c14]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: 1-6 - [c13]Alexander Nurenie, Yaya Heryadi, Lukas, Wayan Suparta, Yulyani Arifin:
Predicting Human Activity with LSTM Face Detection on Server Surveillance System. ICAIIC 2023: 78-85 - [c12]Ilvico Sonata, Yaya Heryadi, Cuk Tho:
Topic Segmentation using Transformer Model for Indonesian Text. ICCSCI 2023: 159-167 - [c11]Ilvico Sonata, Yaya Heryadi:
Transformer and CNN Comparison for Time Series Classification Model. IIAI-AAI-Winter 2023: 160-164 - 2022
- [j5]Hady Pranoto, Yaya Heryadi, Harco Leslie Hendric Spits Warnars, Widodo Budiharto:
Recent Generative Adversarial Approach in Face Aging and Dataset Review. IEEE Access 10: 28693-28716 (2022) - [j4]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): 7236-7246 (2022) - 2021
- [j3]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): 2207-2223 (2021) - 2020
- [j2]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): 5655-5668 (2020)
2010 – 2019
- 2019
- [c10]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: 191-206 - [c9]Yaya Heryadi:
Learning Hierarchical Weather Data Representation for Short-Term Weather Forecasting Using Autoencoder and Long Short-Term Memory Models. ACIIDS (1) 2019: 373-384 - [c8]Sarwo, Yaya Heryadi, Widodo Budiharto, Edi Abdurachman:
Logo and Brand Recognition from Imbalanced Dataset Using MiniGoogLeNet and MiniVGGNet Models. ACIIDS (1) 2019: 385-393 - [c7]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: 707-717 - [c6]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: 1-6 - [c5]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: 1-5 - [c4]Emny Harna Yossy, Yaya Heryadi, Lukas:
Comparison of Data Mining Classification Algorithms for Student Performance. TALE 2019: 1-4 - 2018
- [j1]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): 930-938 (2018) - [c3]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: 89-98 - 2016
- [c2]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: 1-5 - 2014
- [c1]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: 771-775
Coauthor Index
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