publications

publications by categories in reversed chronological order

2025

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    Retrieval-Augmented Generation for Indonesian Criminal Law Information Using the LLaMA Model
    A Z Pratama, A Marinta, B Triyudanto, and 2 more authors
    Innovative Informatics and Artificial Intelligence Research, 2025
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    Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
    Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, and 89 more authors
    2025
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    Feature Selection for Hypertension Risk Prediction Using XGBoost on Single Nucleotide Polymorphism Data
    Healthcare Informatics Research, 2025
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    Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions
    Sulthan Abiyyu Hakim, Rizal Setya Perdana, and Tirana Noor Fatyanosa
    In Proceedings of the Second Workshop in South East Asian Language Processing, Jan 2025

2024

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    Detection of AI-Generated Images From Various Generators Using Gated Expert Convolutional Neural Network
    R. Ahmad Fattah Saskoro, Novanto Yudistira, and Tirana Noor Fatyanosa
    IEEE Access, Jan 2024
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    A Hybrid Approach with BRKGA and Data Mining for the Early/Tardy Scheduling Problem
    Israel Mendonça, Tirana Noor Fatyanosa, Masayoshi Aritsugi, and 1 more author
    In 2024 IEEE Congress on Evolutionary Computation (CEC), Jan 2024
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    Meta-learning for vessel time series data imputation method recommendation
    Tirana Noor Fatyanosa, Neni Alya Firdausanti, Putu Hangga Nan Prayoga, and 3 more authors
    Expert Systems with Applications, Jan 2024

2023

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    NusaCrowd: Open Source Initiative for Indonesian NLP Resources
    Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, and 45 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, Jul 2023
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    Classification of unexposed potsherd cavities by using deep learning
    Israel Mendonça, Mai Miyaura, Tirana Noor Fatyanosa, and 4 more authors
    Journal of Archaeological Science: Reports, Jul 2023
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    ImputAnom: Anomaly Detection Framework Using Imputation Methods for Univariate Time Series
    Tirana Noor Fatyanosa, Mahendra Data, Neni Alya Firdausanti, and 3 more authors
    In Information Integration and Web Intelligence, Jul 2023
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    Hybrid Feature Selection Framework for Building Resource Efficient Intrusion Detection Systems Model in the Internet of Things
    Tirana Noor Fatyanosa, and Mahendra Data
    In Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, Jul 2023
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    Conducting Vessel Data Imputation Method Selection Based on Dataset Characteristics
    Tirana Noor Fatyanosa, Neni Alya Firdausanti, Luis Francisco Japa Soto, and 3 more authors
    IOP Conference Series: Earth and Environmental Science, Jun 2023

2022

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    Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes
    Neni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, and 2 more authors
    In 2022 IEEE International Conference on Big Data (Big Data), Jun 2022

2021

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    Phrase Table Combination Based on Symmetrization of Word Alignment for Low-Resource Languages
    Sari Dewi Budiwati, Al Hafiz Akbar Maulana Siagian, Tirana Noor Fatyanosa, and 1 more author
    Applied Sciences, Feb 2021
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    An Automatic Convolutional Neural Network Optimization Using a Diversity-Guided Genetic Algorithm
    Tirana Noor Fatyanosa, and Masayoshi Aritsugi
    IEEE Access, Feb 2021
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    BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter
    Alham Fikri Aji, Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, and 2 more authors
    In , Feb 2021
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    To Optimize, or Not to Optimize, That Is the Question: TelU-KU Models for WMT21 Large-Scale Multilingual Machine Translation
    Sari Dewi Budiwati, Tirana Fatyanosa, Mahendra Data, and 5 more authors
    In Proceedings of the Sixth Conference on Machine Translation, Nov 2021
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    ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair
    Alham Fikri Aji, Radityo Eko Prasojo Tirana Noor Fatyanosa, Philip Arthur, and 5 more authors
    In Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation, Nov 2021

2020

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    Effects of the Number of Hyperparameters on the Performance of GA-CNN
    Tirana Noor Fatyanosa, and Masayoshi Aritsugi
    In , Dec 2020

2019

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    DBMS-KU Interpolation for WMT19 News Translation Task
    Sari Dewi Budiwati, Al Hafiz Akbar Maulana Siagian, Tirana Noor Fatyanosa, and 1 more author
    In , Dec 2019
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    Hybrid Modified Evolution Strategies and Linear Programming for Beef Cattle Feed Optimization
    Tirana Noor Fatyanosa, Wayan Firdaus Mahmudy, and Marjuki Marjuki
    International Journal on Electrical Engineering and Informatics, Mar 2019
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    DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion
    Tirana Fatyanosa, Al Hafiz Akbar Maulana Siagian, and Masayoshi Aritsugi
    In , Mar 2019

2018

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    Feature Selection using Variable Length Chromosome Genetic Algorithm for Sentiment Analysis
    Tirana Noor Fatyanosa, Fitra A. Bachtiar, and Mahendra Data
    In , Nov 2018
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    A Comparison of Four Types of Evolution Strategies for Beef Cattle Feed Optimization
    Tirana Noor Fatyanosa, Wayan Firdaus Mahmudy, and Marjuki Marjuki
    Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Feb 2018
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    Linear Programming Initialization Method of Evolution Strategies for Beef Cattle Feed Optimization
    Tirana Noor Fatyanosa, Fitri Utaminingrum, and Mahendra Data
    Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Jan 2018

2017

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    Classification method comparison on Indonesian social media sentiment analysis
    Tirana Noor Fatyanosa, and Fitra A. Bachtiar
    In , Nov 2017
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    Extracting fuzzy rules and parameters using particle swarm optimization for rainfall forecasting
    Tirana Noor Fatyanosa, Gusti Ahmad Fanshuri Alfarisy, Fatwa Ramdani, and 2 more authors
    In , Oct 2017
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    Hybrid Genetic Algorithm and Simulated Annealing for Function Optimization
    Tirana Noor Fatyanosa, Andreas Nugroho Sihananto, Gusti Ahmad Fanshuri Alfarisy, and 2 more authors
    Journal of Information Technology and Computer Science, Feb 2017

2016

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    Implementation of Real Coded Genetic Fuzzy System for Rainfall Forecasting
    Tirana Fatyanosa, and Wayan Mahmudy
    In , Oct 2016