Search Results - "Krisnadhi, Adila Alfa"
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MATH: A Deep Learning Approach in QSAR for Estrogen Receptor Alpha Inhibitors
Published in Molecules (Basel, Switzerland) (01-08-2023)“…Breast cancer ranks as the second leading cause of death among women, but early screening and self-awareness can help prevent it. Hormone therapy drugs that…”
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Challenges, Techniques, and Trends of Simple Knowledge Graph Question Answering: A Survey
Published in Information (Basel) (01-07-2021)“…Simple questions are the most common type of questions used for evaluating a knowledge graph question answering (KGQA). A simple question is a question whose…”
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A better entity detection of question for knowledge graph question answering through extracting position-based patterns
Published in Journal of big data (17-06-2022)“…Entity detection task on knowledge graph question answering systems has been studied well on simple questions. However, the task is still challenging on…”
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A Non-Uniform Continuous Cellular Automata for Analyzing and Predicting the Spreading Patterns of COVID-19
Published in Big data and cognitive computing (01-06-2022)“…During the COVID-19 outbreak, modeling the spread of infectious diseases became a challenging research topic due to its rapid spread and high mortality rate…”
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Attach-SwiNet: Multimodal Attachment Style Classification Model Based on Non-Verbal Signals
Published in IEEE access (2024)“…Attachment systems, which signify emotional bonds with significant others, play a crucial role in influencing self-development and social interactions…”
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The Indonesian Young-Adult Attachment (IYAA): An audio-video dataset for behavioral young-adult attachment assessment
Published in Data in brief (01-10-2023)“…The attachment system is an innate human instinct to gain a sense of security as a form of self-defense from threats. Adults with secure attachment can…”
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Controllable Abstractive Summarization Using Multilingual Pretrained Language Model
Published in 2022 10th International Conference on Information and Communication Technology (ICoICT) (02-08-2022)“…By leveraging a multilingual language model, we show that CTRLSum [1], an abstractive summarization approach that can be controlled by keywords, improves…”
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Conference Proceeding -
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AC-IQuAD: Automatically Constructed Indonesian Question Answering Dataset by Leveraging Wikidata
Published in Language resources and evaluation (03-01-2024)“…Abstract Constructing a question-answering dataset can be prohibitively expensive, making it difficult for researchers to make one for an under-resourced…”
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OntoBiodiv: Reconnecting Biodiversity Data with Specimens
Published in 2022 5th International Conference on Networking, Information Systems and Security: Envisage Intelligent Systems in 5g//6G-based Interconnected Digital Worlds (NISS) (30-03-2022)“…Biodiversity data can be produced from preserved specimens where multiple pieces of information (e.g., taxonomic identification) will be extracted from…”
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Conference Proceeding -
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Entity and Relation Linking for Knowledge Graph Question Answering Using Gradual Searching
Published in JNTETI (Jurnal Nasional Teknik Elektro dan Teknologi Informasi) (Online) (31-05-2024)“…Knowledge graph question answering (KGQA) systems have an important role in retrieving data from a knowledge graph (KG). With the system, regular users can…”
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LexID: The Metadata and Semantic Knowledge Graph Construction of Indonesian Legal Document
Published in Jurnal ilmu komputer dan informasi (Journal of computer science and information) (Online) (01-03-2023)“…The Legal Fiction principle stipulates that the government needs to ensure the public availability of all of their legal documents. Unfortunately, the…”
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Reducing Adversarial Vulnerability through Adaptive Training Batch Size
Published in Jurnal ilmu komputer dan informasi (Journal of computer science and information) (Online) (28-02-2021)“…Neural networks possess an ability to generalize well to data distribution, to an extent that they are capable of fitting to a randomly labeled data. But they…”
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Differences in syntactic and semantic analysis based on machine learning algorithms in prodromal psychosis and normal adolescents
Published in Asian journal of psychiatry (01-07-2023)“…Schizophrenia has the main symptom of psychosis which is characterized by speech incoherence due to thought process disturbance. Before schizophrenia, there is…”
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Welcome Message from General Chair
Published in 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS) (23-10-2021)“…The 13th International Conference on Advanced Computer Science and Information Systems (ICACSIS) 2021 is a premier international conference hosted by the…”
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Conference Proceeding -
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Extreme Multilabel Text Classification on Indonesian Tax Court Ruling using Single Channel CNN and IndoBERT Embedding
Published in 2021 6th International Workshop on Big Data and Information Security (IWBIS) (23-10-2021)“…Manual searching for legal basis such as paragraphs, articles, and laws when preparing for a tax court hearing is time-consuming. In this paper, we use extreme…”
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Conference Proceeding -
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IndoKEPLER, IndoWiki, and IndoLAMA: A Knowledge-enhanced Language Model, Dataset, and Benchmark for the Indonesian Language
Published in 2022 7th International Workshop on Big Data and Information Security (IWBIS) (01-10-2022)“…Pretrained language models posses an ability to learn the structural representation of a natural language by processing unstructured textual data. However, the…”
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Conference Proceeding -
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Transforming Table to Knowledge Graph using A Rule-based Pipeline
Published in 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS) (23-10-2021)“…Usability of data in millions of relational tables on the web can be improved by transforming them into a knowledge graph (KG). Unlike relational tables that…”
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Conference Proceeding -
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Adjusting Indonesian Multiword Expression Annotation to the Penn Treebank Format
Published in 2020 International Conference on Asian Language Processing (IALP) (04-12-2020)“…Multiword Expression (MWE) has been a pain in the neck, especially in determining its word-classes in syntactic treebank. Previous work had proposed annotation…”
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Conference Proceeding -
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Representing Dynamic Difficulty in Turn-Based Role Playing Games Using Monte Carlo Tree Search
Published in 2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS) (01-10-2018)“…One of the challenges during game development is to find a way on how to make the players actually enjoy the game itself while being quite hooked by its…”
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Conference Proceeding -
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Converting an Indonesian Constituency Treebank to the Penn Treebank Format
Published in 2019 International Conference on Asian Language Processing (IALP) (01-11-2019)“…A constituency treebank is a key component for deep syntactic parsing of natural language sentences. For Indonesian, this task is unfortunately hindered by the…”
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Conference Proceeding