Optimizing Learning Rates and Feature Expansion with FastText in Hybrid CNN-BiGRU for Indonesian Cyberbullying Detection on X

Authors: Pabian, Rexcel, Setiawan, Erwin Budi

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-8 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Semantic Segmentation of Land Cover in Multisource Aerial Imagery Using U-Net

Authors: Mulachela, Sayid Rayhan, Setiawan, Erwin Budi, Kosala, Gamma

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-6 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Depression Detection Using Hybrid Model BiLSTM – CNN with Glove as Feature Expansion in X

Authors: Artamevia, Bintan Dinar, Setiawan, Erwin Budi

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-7 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Detection of Depression on Social Media X With FastText Feature Expansion Using Hybrid Deep Learning CNN-GRU

Authors: Mahendra, Wahyu Nata, Setiawan, Erwin Budi

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-10 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Sentiment Analysis on 2024 Regional Elections using Hybrid CNN-SVM with Semantic Features and Word2Vec

Authors: Andinny, Syahbilla Putri, Setiawan, Erwin Budi

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-7 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Machine Learning Method for Carbon Stock Classification with Drone and GEE Data

Authors: Setiawan, Mohammad Daffa, Setiawan, Erwin Budi

Source: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) Advancement in Data Science, E-learning and Information System (ICADEIS), 2025 International Conference on. :1-7 Feb, 2025

Relation: 2025 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS)

Parameter Optimization for Long Short-Term Memory (LSTM) and Bi-LSTM in Netflix Recommendation System

Authors: Nafiyanto, Mohamad Irfan, Setiawan, Erwin Budi

Source: 2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) Intelligent Cybernetics Technology & Applications (ICICyTA), 2024 International Conference on. :1129-1134 Dec, 2024

Relation: 2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA)

Adam and AdamW Optimization Algorithm Application on BERT Model for Hate Speech Detection on Twitter

Authors: Nabila, Putri, Setiawan, Erwin Budi

Source: 2024 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2024 International Conference on. :346-351 Jul, 2024

Relation: 2024 International Conference on Data Science and Its Applications (ICoDSA)

Detection and Classification of Hate Speech on Twitter Using Convolutional Neural Network (CNN)

Authors: Yanaputeranto, Muhammad Rafi, Setiawan, Erwin Budi

Source: 2024 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2024 International Conference on. :340-345 Jul, 2024

Relation: 2024 International Conference on Data Science and Its Applications (ICoDSA)

Hate Speech Detection using CNN and BiGRU with Attention Mechanism on Twitter

Authors: Sifak, Qomarudin, Setiawan, Erwin Budi

Source: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Communication, Networks and Satellite (COMNETSAT), 2023 IEEE International Conference on. :170-175 Nov, 2023

Relation: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)

Classification of Topics Using Bi-LSTM and CNN with the Feature Expansion on Twitter

Authors: Siregar, Yusuf Kamal, Setiawan, Erwin Budi

Source: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Communication, Networks and Satellite (COMNETSAT), 2023 IEEE International Conference on. :245-250 Nov, 2023

Relation: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)

Feature Expansion with GloVe for Hate Speech Detection Using Convolutional Neural Network (CNN) and Long Short-term Memory (LSTM) Methods on Twitter

Authors: Hidayat, Muh. Fachrul, Setiawan, Erwin Budi

Source: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Communication, Networks and Satellite (COMNETSAT), 2023 IEEE International Conference on. :213-218 Nov, 2023

Relation: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)

Sentiment Analysis of Twitter Data on Bank Central Asia Stocks (BBCA) Using RNN and CNN Model with GloVe Feature Expansion

Authors: Hasan, Muhammad Kamil, Setiawan, Erwin Budi

Source: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) Communication, Networks and Satellite (COMNETSAT), 2023 IEEE International Conference on. :195-200 Nov, 2023

Relation: 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)

Hoax Detection on Social Media with Convolutional Neural Network (CNN) and Support Vector Machine (SVM)

Authors: Benedict, Manuel, Setiawan, Erwin Budi

Source: 2023 11th International Conference on Information and Communication Technology (ICoICT) Information and Communication Technology (ICoICT), 2023 11th International Conference on. :361-366 Aug, 2023

Relation: 2023 11th International Conference on Information and Communication Technology (ICoICT)

Hoax Detection in Social Media using Bidirectional Long Short-Term Memory (Bi-LSTM) and 1 Dimensional-Convolutional Neural Network (1D-CNN) Methods

Authors: Safira, Arvinda Dwi, Setiawan, Erwin Budi

Source: 2023 11th International Conference on Information and Communication Technology (ICoICT) Information and Communication Technology (ICoICT), 2023 11th International Conference on. :355-360 Aug, 2023

Relation: 2023 11th International Conference on Information and Communication Technology (ICoICT)

Hoax Identification On Social Media Using Recurrent Neural Network (RNN) And Long Short-term Memory (LSTM) Methods

Authors: Zahra, Rania Az, Setiawan, Erwin Budi

Source: 2023 11th International Conference on Information and Communication Technology (ICoICT) Information and Communication Technology (ICoICT), 2023 11th International Conference on. :448-451 Aug, 2023

Relation: 2023 11th International Conference on Information and Communication Technology (ICoICT)

Aspect Based Sentiment Analysis Using Recurrent Neural Networks (RNN) on Social Media Twitter

Authors: Saputra, Muhammad Afryan, Setiawan, Erwin Budi

Source: 2023 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2023 International Conference on. :265-270 Aug, 2023

Relation: 2023 International Conference on Data Science and Its Applications (ICoDSA)

Topic Classification Using the Long Short-Term Memory (LSTM) Method with FastText Feature Expansion on Twitter

Authors: Putri, Bella Adriani, Setiawan, Erwin Budi

Source: 2023 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2023 International Conference on. :18-23 Aug, 2023

Relation: 2023 International Conference on Data Science and Its Applications (ICoDSA)

The Influence of Sentiment on the Movement of Bank BCA (BBCA) Shares with the CNN-GRU Classification Model and Feature Expansion with GloVe

Authors: Avidiansyah, Muhammad Fauzan, Setiawan, Erwin Budi

Source: 2023 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2023 International Conference on. :105-110 Aug, 2023

Relation: 2023 International Conference on Data Science and Its Applications (ICoDSA)

Feature Expansion Using GloVe for Hate Speech Detection using Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) Method in Twitter

Authors: Jonathan, Vincent Williams, Setiawan, Erwin Budi

Source: 2023 International Conference on Data Science and Its Applications (ICoDSA) Data Science and Its Applications (ICoDSA), 2023 International Conference on. :197-202 Aug, 2023

Relation: 2023 International Conference on Data Science and Its Applications (ICoDSA)