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Ilvico Sonata

Observed name: I Sonata
Institution: Binus University
Observed institution: Binus University
ORCID: 0000-0003-2116-7398
Observed ORCID: 0000-0003-2116-7398
OpenAlex ID: A5060922866
Comparison of LSTM and Transformer for Time Series Data Forecasting
2024 · Ilvico Sonata, Yaya Heryadi · International Conference on Informatics and Computational Sciences (ICICoS) · 31
Autonomous car using CNN deep learning algorithm
2021 · I Sonata, Y Heryadi, et al. · Journal of Physics Conference Series · 21
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Interpretable Machine Learning for Multi-Class Crop Yield Prediction
2023 · Aldian Nurcahyo, Yaya Heryadi, et al. · International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) · 7
Machine Learning-Based Crop Recommendation for IoT-Enabled Smart Agriculture
2024 · Ilvico Sonata · International Conference on Cloud Computing and Internet of Things (CCIOT) · 5
Weather Prediction in Agriculture Yields with Transformer Model
2024 · Yulyani Arifin, Ilvico Sonata, et al. · Procedia Computer Science · 5
Synthetic Batik Pattern Generator Using Wasserstein Generative Adversarial Network with Gradient Penalty
2023 · Kus Andriadi, Yaya Heryadi, et al. · International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) · 5
End-to-End Steering Angle Prediction for Autonomous Car Using Vision Transformer
2023 · Ilvico Sonata, Yaya Heryadi, et al. · CommIT (Communication and Information Technology) Journal · 5
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Street View Object Detection for Autonomous Car Steering Angle Prediction Using Convolutional Neural Network
2021 · Ilvico Sonata, Yaya Heryadi, et al. · 4
Deep Learning Approach for Palm Fruit Ripeness Classification Using MobileNet
2025 · Ilvico Sonata, Yulyani Arifin · International Conference on Creative Communication and Innovative Technology (ICCIT) · 3
YOLOS-MCI: Automating Microservices Coupling Index Calculation using Vision Transformers
2024 · Gintoro, Yaya Heryadi, et al. · Procedia Computer Science · 3
The Utilization of Fuzzy Logic and Bollinger Bands to Enhance Trading Decision-Making During the Bitcoin Halving Phase
2024 · Oscar Adam Darmawan, Yaya Heryadi, et al. · Procedia Computer Science · 3
Drug Demand Prediction Based on Epidemiology Factors Using Random Forest
2023 · Gunadi Emmanuel, Yulyani Arifin, et al. · IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) · 3
Transformer and CNN Comparison for Time Series Classification Model
2023 · Ilvico Sonata, Yaya Heryadi · IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) · 3
Automatic Speech Recognition in Indonesian Using the Transformer Model
2023 · Ilvico Sonata · International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS) · 3
Topic Segmentation using Transformer Model for Indonesian Text
2023 · Ilvico Sonata, Yaya Heryadi, et al. · Procedia Computer Science · 3
Implementation TDOA and FDOA Algorithms for Satellite Geolocation Interference Finder in Indonesia
2020 · Ilvico Sonata, Agung Trisetyarso, et al. · IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) · 3
Apple Leaf Disease Identification Using Explainable EfficientNet and Grad-CAM++
2025 · M. Aldiki Febriantono, Yaya Heryadi, et al. · International Conference on Artificial Intelligence and Data Sciences (AiDAS) · 2
Leveraging Implicit Feedback for Personalized Book Recommendations in Digital Library using ALS and SVD++
2025 · Irma Irawati Ibrahim, Abba Suganda Girsang, et al. · International Conference on Information Management and Technology (ICIMTech) · 2
Classifying Tweet Sentiment Analysis on Airlines using Random Forest Classifier, Naïve Bayes Classifier and K-Nearest Neighbors Classifier Algorithm
2023 · Ivan Alexander, Yaya Heryadi, et al. · International Conference on Artificial Intelligence, Robotics, Signal and Image Processing (AIRoSIP) · 2
Investigating the Impact of Data Augmentation for Fine-Grained Grocery Product Classification Based on Vision Transformer
2023 · Rissa Rahmania, Yaya Heryadi, et al. · International Conference on Artificial Intelligence, Robotics, Signal and Image Processing (AIRoSIP) · 2
Use of CNN in Diagnosing Banana Leaf Diseases an Agricultural Technology-Based Solution
2025 · Yonky Pernando, Yaya Heryadi, et al. · Studies in computational intelligence · 1
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Potential Variables in Pharmaceutical Drug Prediction Research with Machine Learning Approach: A Literature Review
2025 · Gunadi Emmanuel, Yulyani Arifin, et al. · International Journal of Advanced Computer Science and Applications · 1
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Metaverse based immersive learning prototype for satellite communication using silvercoms model
2026 · Komputerio Akbar, Meyliana Meyliana, et al. · International Journal of Informatics and Communication Technology (IJ-ICT)
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Understanding Indonesian Public Perception of Generative AI Through Semi-Supervised IndoBERT-Based Sentiment Analysis
2026 · Jeklin Harefa, Ilvico Sonata, et al. · International Conference on Information Management and Technology (ICIMTech)
A Comparative Study of Feature Selection Methods for Efficient and Interpretable Intrusion Detection
2026 · Watung Arif Budiman, Lili Ayu Wulandhari, et al. · International Conference on Information Management and Technology (ICIMTech)
Works count: 52
Citation count: 117
H-index: 5
I10-index: 2
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