Derwin Suhartono

Orcid: 0000-0002-3271-5874

According to our database1, Derwin Suhartono authored at least 44 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection.
IEEE Access, 2024

2023
MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences.
Inf., April, 2023

Personality Identification from Social Media Using Ensemble Bert and Roberta.
Informatica (Slovenia), 2023

Classifying Argument Component using Deep Learning on English Dataset.
Informatica (Slovenia), 2023

Many-to-Many Multilingual Translation Model for Languages of Indonesia.
IEEE Access, 2023

Deep Learning Architectures for Facial Emotion Analysis.
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.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2023

Image Pre-Processing Effect on OCR's Performance for Image Conversion to Braille Unicode.
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.
Int. J. Fuzzy Log. Intell. Syst., December, 2022

Pre-trained transformer-based language models for Sundanese.
J. Big Data, 2022

A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign.
J. Big Data, 2022

Automatic Question Generation Monolingual Multilingual pre-trained Models using RNN and Transformer in Low Resource Indonesian Language.
Informatica (Slovenia), 2022

Indonesian Hoax News Classification with Multilingual Transformer Model and BERTopic.
Informatica (Slovenia), 2022

Stock Market Prediction Using Support Vector Regressor with Radial Basis Function Kernel.
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.
J. Big Data, 2021

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging.
J. Big Data, 2021

Personality Prediction Based on Text Analytics Using Bidirectional Encoder Representations from Transformers from English Twitter Dataset.
Int. J. Fuzzy Log. Intell. Syst., 2021

Sarcasm Detection in Twitter - Performance Impact while using Data Augmentation: Word Embeddings.
CoRR, 2021

e-Parking System in Corporate Parking Systems by Implementing Optical Character Recognition.
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.
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.
J. Big Data, 2020

Sequence-to-sequence Learning for motion-Aware Claim Generation.
Int. J. Comput., 2020

Automatic Music Generator Using Recurrent Neural Network.
Int. J. Comput. Intell. Syst., 2020

2019
Identifying Personality Traits for Indonesian User from Twitter Dataset.
Int. J. Fuzzy Log. Intell. Syst., 2019

Attention-based argumentation mining.
Int. J. Comput. Vis. Robotics, 2019

Automated English Digital Essay Grader Using Machine Learning.
Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Gender Demography Classification on Instagram based on User's Comments Section.
Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks.
Proceedings of the Enabling Collaboration to Escalate Impact of Research Results for Society: The 4th International Conference on Computer Science and Computational Intelligence, 2019

2018
Resource-Constrained Project Scheduling Problem using Firefly Algorithm.
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.
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.
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.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

Personality Prediction System from Facebook Users.
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.
ICCSCI, 2017

Automatic Debate Text Summarization in Online Debate Forum.
ICCSCI, 2017

EduRobot: Intelligent Humanoid Robot with Natural Interaction for Education and Entertainment.
ICCSCI, 2017

An Attempt to Combine Features in Classifying Argument Components in Persuasive Essays.
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.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
Developing recommender systems for personalized email with big data.
Proceedings of the International Workshop on Big Data and Information Security, 2016

2015
Klasifikasi Komponen Argumen Secara Otomatis pada Dokumen Teks berbentuk Esai Argumentatif.
CoRR, 2015

Probabilistic Latent Semantic Analysis (PLSA) untuk Klasifikasi Dokumen Teks Berbahasa Indonesia.
CoRR, 2015

2014
Lemmatization Technique in Bahasa: Indonesian Language.
J. Softw., 2014

Predictive Text System for Bahasa with Frequency, n-gram, Probability Table and Syntactic using Grammar.
Proceedings of the ICAART 2014, 2014

2013
Prototype Design System for Mobile Web using Radio frequency identification at Parking Building.
J. Comput. Sci., 2013


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