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检索条件"机构=Computer Science/Data Science Program"
743 条 记 录,以下是51-60 订阅
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data Mining and Bioinformatics Approaches to Elucidate Bacterial Communities in the Extreme Environment
Data Mining and Bioinformatics Approaches to Elucidate Bacte...
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2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023
作者: Trinugroho, Joko Pebrianto Hidayat, Alam Ahmad Nirwantono, Rudi Asadi, Faisal Pardamean, Bens Bina Nusantara University Bioinformatics and Data Science Research Center Jakarta11480 Indonesia Bina Nusantara University School of Computer Science Bioinformatics and Data Science Research Center Mathematics Department Jakarta11480 Indonesia Bina Nusantara University Faculty of Engineering Bioinformatics and Data Science Research Center Biotechnology Department Jakarta11480 Indonesia Bina Nusantara University School of Computer Science Bioinformatics and Data Science Research Center Computer Science Department Jakarta11480 Indonesia Bina Nusantara University Binus Graduate Program Computer Science Computer Science Department Jakarta11480 Indonesia
Bacteria are microscopic organisms that can be found in many environments. They are abundant and have many roles in our life. Studying bacteria is essential so that we can identify the bacteria that are needed for man... 详细信息
来源: 评论
Evaluating the Effectiveness of Transformer Models for Molecular Property Prediction: A Review  9
Evaluating the Effectiveness of Transformer Models for Molec...
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9th International Conference on Information Technology and Digital Applications, ICITDA 2024
作者: Imani, Alyssa Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Binus Graduate Program Bina Nusantara University Computer Science Departement Jakarta11480 Indonesia
Transformer models, originally successful in natural language processing, are now being applied to chemical and biological studies, excelling in areas such as molecular property prediction, material science, and drug ... 详细信息
来源: 评论
LDA Topic Modeling for Bioinformatics Terms in arXiv Documents  9th
LDA Topic Modeling for Bioinformatics Terms in arXiv Documen...
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9th International Conference on computer science and Computational Intelligence, ICCSCI 2024
作者: Karnyoto, Andrea Stevens Henry, Matthew Martianus Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia
A wide variety of disciplines contribute to bioinformatics research, including computer science, biology, chemistry, mathematics, and physics. This study determines the number of research articles published on arXiv c... 详细信息
来源: 评论
Indonesian Agricultural-crops Classification Using Transfer Learning Model  8
Indonesian Agricultural-crops Classification Using Transfer ...
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8th International Conference on computer science and Computational Intelligence, ICCSCI 2023
作者: Isnan, Mahmud Hidayat, Alam Ahmad Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Department of Mathematics School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Master of Computer Science Program Bina Nusantara University Jakarta11480 Indonesia
Classification of Indonesian crops is a critical task in developing farming and getting more understanding of agriculture. However, there is no clear task in classifying types of crops in Indonesia. Transfer learning ... 详细信息
来源: 评论
Count-data Mixed Models of Topical Tweets: A Case of Indonesia Flood Events  8
Count-Data Mixed Models of Topical Tweets: A Case of Indones...
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8th International Conference on computer science and Computational Intelligence, ICCSCI 2023
作者: Hidayat, Alam Ahmad Pardamean, Bens Mathematics Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Master of Computer Science Program Bina Nusantara University Jakarta11480 Indonesia
Examining topic-level variability in modeling Twitter data can potentially yield more comprehensive insights into public perception during critical periods, thereby enhancing natural disaster mitigation and surveillan... 详细信息
来源: 评论
Exploring Recurrent Neural Network Models for Depression Detection Through Facial Expressions: A Systematic Literature Review  6
Exploring Recurrent Neural Network Models for Depression Det...
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6th International Conference on computer and Informatics Engineering, IC2IE 2023
作者: Rumahorbo, Brilyan Nathanael Pardamean, Bens Elwirehardja, Gregorius Natanael Bina Nusantara University Binus Graduate Program - Master of Computer Science Computer Science Department Jakarta11480 Indonesia Bina Nusantara University Bioinformatics and Data Science Research Center Jakarta11480 Indonesia
Major Depressive Disorder (MDD) is a prevalent mental disorder, affecting a significant number of individuals, with estimates reaching 300 million cases worldwide. Currently, the diagnosis of this condition relies hea... 详细信息
来源: 评论
Long Short-Term Memory-based Models for Sleep Quality Prediction from Wearable Device Time Series data  8
Long Short-Term Memory-based Models for Sleep Quality Predic...
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8th International Conference on computer science and Computational Intelligence, ICCSCI 2023
作者: Hidayat, Alam Ahmad Budiarto, Arif Pardamean, Bens Mathematics Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Master of Computer Science Program Bina Nusantara University Jakarta11480 Indonesia
Several studies suggest that sleep quality is associated with physical activities. Moreover, deep sleep time can be used to determine the sleep quality of an individual. In this work, we aim to find the association be... 详细信息
来源: 评论
PentaPen: Combining Penalized Models to Identify Important SNPs on Whole-genome Arabidopsis thaliana data  24
PentaPen: Combining Penalized Models to Identify Important S...
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16th International Conference on Bioinformatics and Biomedical Technology, ICBBT 2024
作者: Kohli, Nikita Tomal, Jabed H. Lin, Wenjun Yan, Yan Program of Data Science Thompson Rivers University KamloopsBC Canada Department of Mathematics and Statistics Thompson Rivers University KamloopsBC Canada School of Computer Science and Technology Algoma University BramptonON Canada School of Computer Science University of Guelph GuelphON Canada
In the rapidly advancing field of genomics, the identification of Single Nucleotide Polymorphisms (SNPs) plays a crucial role in understanding complex phenotypic *** study introduces "PentaPen", an innovativ... 详细信息
来源: 评论
Systematic Literature Review on Statistics and Machine Learning Predictive Models for Rice Phenotypes  8
Systematic Literature Review on Statistics and Machine Learn...
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8th International Conference on computer science and Computational Intelligence, ICCSCI 2023
作者: Dominic, Nicholas Cenggoro, Tjeng Wawan Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia
Predicting the best-quality of rice phenotypes is the priority among agricultural researchers to fulfill worldwide food security. Trend development of predictive models from statistics to machine learning is the subje... 详细信息
来源: 评论
Prior-Guided Parallel Residual Bi-Fusion Network in USV Obstacle Detection
Prior-Guided Parallel Residual Bi-Fusion Network in USV Obst...
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2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023
作者: Hsu, Chih-Chung Yang, Sophia Hou, Xiu-Yu Jhang, Yu-An Institute of Data Science National Cheng Kung University Taiwan National Tsing Hua University Interdisciplinary Program of Electrical Engineering and Computer Science Taiwan
In this paper, we propose a novel Prior-Guided Parallel Residual Bi-Fusion Feature Pyramid Network (PPRB-FPN) for accurate obstacle detection in unmanned surface vehicle (USV) sailing. Our method tackles the challenge... 详细信息
来源: 评论