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Derwin Suhartono
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2020 – today
- 2024
- [j20]Derwin Suhartono, Wilson Wongso, Alif Tri Handoyo:
IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection. IEEE Access 12: 87323-87332 (2024) - 2023
- [j19]Wilson Wongso, Ananto Joyoadikusumo, Brandon Scott Buana, Derwin Suhartono:
Many-to-Many Multilingual Translation Model for Languages of Indonesia. IEEE Access 11: 91385-91397 (2023) - [j18]Eggi Farkhan Tsani, Derwin Suhartono:
Personality Identification from Social Media Using Ensemble Bert and Roberta. Informatica (Slovenia) 47(4) (2023) - [j17]William Gunawan, Derwin Suhartono:
Classifying Argument Component using Deep Learning on English Dataset. Informatica (Slovenia) 47(5) (2023) - [j16]Gregorius Ryan, Pricillia Katarina, Derwin Suhartono:
MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences. Inf. 14(4): 217 (2023) - [c21]Andrean Ignasius, Joerio Christo Chandra, Roberto Oscadinata, Derwin Suhartono:
Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode. ICCSCI 2023: 922-931 - [c20]Derwin Suhartono, Adhella Subalie:
Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for a Content-Based Filtering System. MIWAI 2023: 36-47 - [c19]Bryan Chandra, Grace Oktaviani Kindy, Kelvin Susanto Gunawan, Gavin Putra Satria, Ivan Sebastian Edbert, Derwin Suhartono:
Deep Learning Architectures for Facial Emotion Analysis. SIET 2023: 241-249 - 2022
- [j15]Alif Tri Handoyo, Hidayat Ur Rahman, Criscentia Jessica Setiadi, Derwin Suhartono:
Sarcasm Detection in Twitter - Performance Impact While Using Data Augmentation: Word Embeddings. Int. J. Fuzzy Log. Intell. Syst. 22(4): 401-413 (2022) - [j14]Karissa Vincentio, Derwin Suhartono:
Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language. Informatica (Slovenia) 46(7) (2022) - [j13]Leonnardo Benjamin Hutama, Derwin Suhartono:
Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic. Informatica (Slovenia) 46(8) (2022) - [j12]Wilson Wongso, Henry Lucky, Derwin Suhartono:
Pre-trained transformer-based language models for Sundanese. J. Big Data 9(1): 39 (2022) - [j11]Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono:
A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign. J. Big Data 9(1): 73 (2022) - [c18]Antonius Ricky, Kennedy Genesius, Michelle Setiawan, Richardo Nugroho Jaya, Derwin Suhartono:
Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel. ICIGP 2022: 380-387 - 2021
- [j10]Joshua Evan Arijanto, Steven Geraldy, Cyrena Tania, Derwin Suhartono:
Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. 21(3): 310-316 (2021) - [j9]Hans Christian, Derwin Suhartono, Andry Chowanda, Kamal Z. Zamli:
Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging. J. Big Data 8(1): 68 (2021) - [j8]Hidayaturrahman, Emmanuel Dave, Derwin Suhartono, Aniati Murni Arymurthy:
Enhancing argumentation component classification using contextual language model. J. Big Data 8(1): 103 (2021) - [c17]Egivenia Egivenia, Gabriella Ryanie Setiawan, Stella Shania Mintara, Derwin Suhartono:
Classification of Explicit Music Content Based on Lyrics, Music Metadata, and User Annotation. SIET 2021: 265-270 - [c16]William Sunjaya, Juan Haryanto, Justin Kristian, Derwin Suhartono:
e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition. SIET 2021: 332-338 - [i3]Alif Tri Handoyo, Hidayaturrahman, Derwin Suhartono:
Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings. CoRR abs/2108.09924 (2021) - 2020
- [j7]Alexander Agung Santoso Gunawan, Ananda Phan Iman, Derwin Suhartono:
Automatic Music Generator Using Recurrent Neural Network. Int. J. Comput. Intell. Syst. 13(1): 645-654 (2020) - [j6]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Sequence-to-sequence Learning for motion-Aware Claim Generation. Int. J. Comput. 19: 620-628 (2020) - [j5]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. J. Big Data 7(1): 90 (2020)
2010 – 2019
- 2019
- [j4]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Attention-based argumentation mining. Int. J. Comput. Vis. Robotics 9(5): 414-437 (2019) - [j3]Nicholaus Hendrik Jeremy, Cristian Prasetyo, Derwin Suhartono:
Identifying Personality Traits for Indonesian User from Twitter Dataset. Int. J. Fuzzy Log. Intell. Syst. 19(4): 283-289 (2019) - [c15]N. Reynaldo, Goenawan, William Chanrico, Derwin Suhartono, Fredy Purnomo:
Gender Demography Classification on Instagram based on User's Comments Section. ICCSCI 2019: 64-71 - [c14]Adiyansjah, Alexander Agung Santoso Gunawan, Derwin Suhartono:
Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks. ICCSCI 2019: 99-109 - [c13]Yafet Salim, Valdi Stevanus, Edwardo Barlian, Azani Cempaka Sari, Derwin Suhartono:
Automated English Digital Essay Grader Using Machine Learning. TALE 2019: 1-6 - 2018
- [c12]William Gunawan, Derwin Suhartono, Fredy Purnomo, Andrew Ongko:
Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs. ICCSCI 2018: 425-432 - [c11]Gabriel Yakub N. N. Adi, Michael Harley Tandio, Veronica Ong, Derwin Suhartono:
Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia. ICCSCI 2018: 473-480 - [c10]Tiffany Kassandra, Rojali, Derwin Suhartono:
Resource-Constrained Project Scheduling Problem using Firefly Algorithm. ICCSCI 2018: 534-543 - 2017
- [c9]Derwin Suhartono, Veronica Ong, Anneke D. S. Rahmanto, Williem, Aryo E. Nugroho, Esther W. Andangsari, Muhamad N. Suprayogi:
Personality Prediction Based on Twitter Information in Bahasa Indonesia. FedCSIS 2017: 367-372 - [c8]Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono:
An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays. CMNA@ICAIL 2017: 71-75 - [c7]Alan Darmasaputra Chowanda, Albert Richard Sanyoto, Derwin Suhartono, Criscentia Jessica Setiadi:
Automatic Debate Text Summarization in Online Debate Forum. ICCSCI 2017: 11-19 - [c6]Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali:
It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay. ICCSCI 2017: 449-459 - [c5]Widodo Budiharto, Anggita Dian Cahyani, Pingkan C. B. Rumondor, Derwin Suhartono:
EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment. ICCSCI 2017: 564-570 - [c4]Tommy Tandera, Hendro, Derwin Suhartono, Rini Wongso, Yen Lina Prasetio:
Personality Prediction System from Facebook Users. ICCSCI 2017: 604-611 - [c3]Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument. MIWAI 2017: 174-188 - 2016
- [c2]Alexander Agung Santoso Gunawan, Tania, Derwin Suhartono:
Developing recommender systems for personalized email with big data. IWBIS 2016: 77-82 - 2015
- [i2]Derwin Suhartono:
Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia. CoRR abs/1512.00576 (2015) - [i1]Derwin Suhartono:
Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif. CoRR abs/1512.00578 (2015) - 2014
- [j2]Derwin Suhartono, David Christiandy, Rolando Rolando:
Lemmatization Technique in Bahasa: Indonesian Language. J. Softw. 9(5): 1202-1209 (2014) - [c1]Derwin Suhartono, Garry Wong, Polim Kusuma, Silviana Saputra:
Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar. ICAART (1) 2014: 305-311 - 2013
- [j1]Derwin Suhartono, Patricia Chitra, Steven Hendry, Kevin Hendry:
Prototype Design System for Mobile Web using Radio frequency identification at Parking Building. J. Comput. Sci. 9(9): 1217-1223 (2013)
Coauthor Index
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last updated on 2024-10-07 22:22 CEST by the dblp team
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