Derwin Suhartono

According to our database, Derwin Suhartono authored at least 40 papers between 2013 and 2023.

Collaborative distances:

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

2023

MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences.

Gregorius Ryan, Pricillia Katarina, Derwin Suhartono

Inf., April, 2023

Personality Identification from Social Media Using Ensemble Bert and Roberta.

Eggi Farkhan Tsani, Derwin Suhartono

Informatica (Slovenia), 2023

Classifying Argument Component using Deep Learning on English Dataset.

William Gunawan, Derwin Suhartono

Informatica (Slovenia), 2023

Many-to-Many Multilingual Translation Model for Languages of Indonesia.

Wilson Wongso, Ananto Joyoadikusumo, Brandon Scott Buana, Derwin Suhartono

IEEE Access, 2023

Deep Learning Architectures for Facial Emotion Analysis.

Bryan Chandra, Grace Oktaviani Kindy, Kelvin Susanto Gunawan, Gavin Putra Satria, Ivan Sebastian Edbert, Derwin Suhartono

Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023

Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for a Content-Based Filtering System.

Derwin Suhartono, Adhella Subalie

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2023

Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode.

Andrean Ignasius, Joerio Christo Chandra, Roberto Oscadinata, Derwin Suhartono

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

2022

Sarcasm Detection in Twitter - Performance Impact While Using Data Augmentation: Word Embeddings.

Alif Tri Handoyo, Hidayat Ur Rahman, Criscentia Jessica Setiadi, Derwin Suhartono

Int. J. Fuzzy Log. Intell. Syst., December, 2022

Pre-trained transformer-based language models for Sundanese.

Wilson Wongso, Henry Lucky, Derwin Suhartono

J. Big Data, 2022

A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign.

Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono

J. Big Data, 2022

Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language.

Karissa Vincentio, Derwin Suhartono

Informatica (Slovenia), 2022

Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic.

Leonnardo Benjamin Hutama, Derwin Suhartono

Informatica (Slovenia), 2022

Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel.

Antonius Ricky, Kennedy Genesius, Michelle Setiawan, Richardo Nugroho Jaya, Derwin Suhartono

Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

2021

Enhancing argumentation component classification using contextual language model.

Hidayaturrahman, Emmanuel Dave, Derwin Suhartono, Aniati Murni Arymurthy

J. Big Data, 2021

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging.

Hans Christian, Derwin Suhartono, Andry Chowanda, Kamal Z. Zamli

J. Big Data, 2021

Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset.

Joshua Evan Arijanto, Steven Geraldy, Cyrena Tania, Derwin Suhartono

Int. J. Fuzzy Log. Intell. Syst., 2021

Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings.

Alif Tri Handoyo, Hidayaturrahman, Derwin Suhartono

CoRR, 2021

e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition.

William Sunjaya, Juan Haryanto, Justin Kristian, Derwin Suhartono

Proceedings of the SIET '21: 6th International Conference on Sustainable Information Engineering and Technology 2021, Malang, Indonesia, September 13, 2021

Classification of Explicit Music Content Based on Lyrics, Music Metadata, and User Annotation.

Egivenia Egivenia, Gabriella Ryanie Setiawan, Stella Shania Mintara, Derwin Suhartono

Proceedings of the SIET '21: 6th International Conference on Sustainable Information Engineering and Technology 2021, Malang, Indonesia, September 13, 2021

2020

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

J. Big Data, 2020

Automatic Music Generator Using Recurrent Neural Network.

Alexander Agung Santoso Gunawan, Ananda Phan Iman, Derwin Suhartono

Int. J. Comput. Intell. Syst., 2020

2019

Identifying Personality Traits for Indonesian User from Twitter Dataset.

Nicholaus Hendrik Jeremy, Cristian Prasetyo, Derwin Suhartono

Int. J. Fuzzy Log. Intell. Syst., 2019

Attention-based argumentation mining.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Int. J. Comput. Vis. Robotics, 2019

Automated English Digital Essay Grader Using Machine Learning.

Yafet Salim, Valdi Stevanus, Edwardo Barlian, Azani Cempaka Sari, Derwin Suhartono

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

2018

Resource-Constrained Project Scheduling Problem using Firefly Algorithm.

Tiffany Kassandra, Rojali, Derwin Suhartono

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

Named-Entity Recognition for Indonesian Language using Bidirectional LSTM-CNNs.

William Gunawan, Derwin Suhartono, Fredy Purnomo, Andrew Ongko

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

Optimization for Automatic Personality Recognition on Twitter in Bahasa Indonesia.

Gabriel Yakub N. N. Adi, Michael Harley Tandio, Veronica Ong, Derwin Suhartono

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

2017

Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument.

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

Personality Prediction System from Facebook Users.

Tommy Tandera, Hendro, Derwin Suhartono, Rini Wongso, Yen Lina Prasetio

ICCSCI, 2017

It Takes Two To Tango: Modification of Siamese Long Short Term Memory Network with Attention Mechanism in Recognizing Argumentative Relations in Persuasive Essay.

Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Derwin Suhartono, Muhsin Shodiq, Wikaria Gazali

ICCSCI, 2017

Automatic Debate Text Summarization in Online Debate Forum.

Alan Darmasaputra Chowanda, Albert Richard Sanyoto, Derwin Suhartono, Criscentia Jessica Setiadi

ICCSCI, 2017

EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment.

Widodo Budiharto, Anggita Dian Cahyani, Pingkan C. B. Rumondor, Derwin Suhartono

ICCSCI, 2017

An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays.

Yunda Desilia, Velizya Thasya Utami, Cecilia Arta, Derwin Suhartono

Proceedings of the 17th Workshop on Computational Models of Natural Argument co-located with ICAIL 2017, 2017

Personality Prediction Based on Twitter Information in Bahasa Indonesia.

Derwin Suhartono, Veronica Ong, Anneke D. S. Rahmanto, Williem, Aryo E. Nugroho, Esther W. Andangsari, Muhamad N. Suprayogi

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016

Developing recommender systems for personalized email with big data.

Alexander Agung Santoso Gunawan, Tania, Derwin Suhartono

Proceedings of the International Workshop on Big Data and Information Security, 2016

2015

Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif.

Derwin Suhartono

CoRR, 2015

Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia.

Derwin Suhartono

CoRR, 2015

2014

Lemmatization Technique in Bahasa: Indonesian Language.

Derwin Suhartono, David Christiandy, Rolando Rolando

J. Softw., 2014

Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar.

Derwin Suhartono, Garry Wong, Polim Kusuma, Silviana Saputra

Proceedings of the ICAART 2014, 2014

2013

Prototype Design System for Mobile Web using Radio frequency identification at Parking Building.

Derwin Suhartono, Patricia Chitra, Steven Hendry, Kevin Hendry

J. Comput. Sci., 2013