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检索条件"机构=BioInformatics Data Science"
1014 条 记 录,以下是51-60 订阅
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ConvNeXt Model for Breast Cancer Image Classification  6
ConvNeXt Model for Breast Cancer Image Classification
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6th International Conference on Cybernetics and Intelligent System, ICORIS 2024
作者: Setiawan, Devin Karnyoto, Andrea Stevens Intan, Indo Pardamean, Bens Department of Electrical Engineering and Computer Science University of Kansas Lawrence United States Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta Indonesia Department of Informatics Engineering Universitas Dipa Makassar Makassar Indonesia Computer Science Department BINUS Graduate Program Computer Science Program Bina Nusantara University Jakarta Indonesia
Breast cancer is an occurrence of cancer that attacks breast tissue and is the most common cancer among women worldwide, affecting one in eight women. In this modern world, breast cancer image classification simplifie... 详细信息
来源: 评论
Pathway-Based Analysis Using SVM-RFE for Gene Selection and Classification  7th
Pathway-Based Analysis Using SVM-RFE for Gene Selection and ...
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7th International Conference on Artificial Intelligence and Virtual Reality, AIVR 2023
作者: Rahman, Nurazreen Afiqah A. Nasarudin, Nurul Athirah Mohamad, Mohd Saberi Artificial Intelligence and Bioinformatics Research Group Faculty of Computing Universiti Teknologi Malaysia Johor81310 Malaysia Health Data Science Lab Department of Genetics and Genomics College of Medicine and Health Science United Arab Emirates University Al Ain Abu Dhabi United Arab Emirates
The pathway-based analysis is one method for selecting and classifying genes by incorporating pathway information. Integration of pathway knowledge into microarray data significantly advances researchers in the analys... 详细信息
来源: 评论
LLM2Vec Sentence Embeddings Analysis in Sentiment Classification
LLM2Vec Sentence Embeddings Analysis in Sentiment Classifica...
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2024 IEEE International Conference on data and Software Engineering, ICoDSE 2024
作者: Henry, Matthew Martianus Heryanto, Nur Adhianti Isnan, Mahmud Kurnianingrum, Dian Ratnapuri, Chyntia Ika 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 Entrepreneurship Department Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia
Sentiment analysis is crucial method in business intelligence to extract insights, which typically begin with sentiment classification. One of the latest frameworks for generating sentence embeddings for sentiment cla... 详细信息
来源: 评论
Utilizing Semi-supervised Method in Predicting BRCA1 Pathogenicity Variants  8
Utilizing Semi-supervised Method in Predicting BRCA1 Pathoge...
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8th International Conference on Computer science and Computational Intelligence, ICCSCI 2023
作者: Hidayat, Alam Ahmad Trinugroho, Joko Pebrianto Nirwantono, Rudi Sudigyo, Digdo Pardamean, Bens Department of Mathematics School of Computer Science Bina Nusantara University 11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia
Quantifying the effect of mutations in the BRCA1 gene is useful for understanding their clinical consequences on breast cancer. Machine learning models can be applied to predict the landscape of protein variant effect... 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
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression  37
Asymptotics of Bayesian Uncertainty Estimation in Random Fea...
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37th Conference on Neural Information Processing Systems, NeurIPS 2023
作者: Baek, Youngsoo Berchuck, Samuel I. Mukherjee, Sayan Department of Statistical Science Duke University DurhamNC27705 United States Department of Biostatistics & Bioinformatics Duke University DurhamNC27705 United States Center for Scalable Data Analysis and Artificial Intelligence Universität Leipzig Leipzig04105 Germany Deparments of Mathematics Computer Science Biostatistics & Bioinformatics Duke University NC United States
In this paper, we compare and contrast the behavior of the posterior predictive distribution to the risk of the maximum a posteriori (MAP) estimator for the random features regression model in the overparameterized re... 详细信息
来源: 评论
Machine Learning Approaches in Detecting Autism Spectrum Disorder  8
Machine Learning Approaches in Detecting Autism Spectrum Dis...
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8th International Conference on Computer science and Computational Intelligence, ICCSCI 2023
作者: Daniel Dominic, Nicholas Cenggoro, Tjeng Wawan Pardamean, Bens Computer Science Department BINUS Graduate Program - Master of Computer Science Program Bina Nusantara University Jakarta11480 Indonesia Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia
Early detection of Autism Spectrum Disorder (ASD) needs to be increased to prevent further adverse impacts. Thus, the classification between ASD and Typically Development (TD) individuals is an intriguing task. This r... 详细信息
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Punctuated ancestral gene gains in streptophyte evolution
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Molecular Plant 2022年 第5期15卷 799-801页
作者: Iker Irisarri Jan de Vries University of Goettingen Institute for Microbiology and GeneticsDepartment of Applied BioinformaticsGoldschmidtstr.137077 GöttingenGermany Campus Institute Data Science(CIDAS) GöttingenGermany University of Goettingen Goettingen Center for Molecular Biosciences(GZMB)Department of Applied BioinformaticsGoldschmidtstr.137077
Understanding the genomic substrate behind evolutionary change is a major endeavor in biology,shedding light on impor-tant aspects of the evolutionary history as well as unraveling the mechanisms of genome *** of the ... 详细信息
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A Bayesian-based approach for extracting the pion charge radius from electron-electron scattering data
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Chinese Physics C 2021年 第8期45卷 12-27页
作者: Alam A Hidayat Bens Pardamean Bioinformatics and Data Science Research Center Bina Nusantara UniversityJakarta 11480Indonesia Computer Science Department BINUS Graduate Program-Master of Computer ScienceBina Nusantara UniversityJakarta 11480Indonesia
In this study,we utilize a potentially versatile Bayesian parameter approach to compute the value of the pion charge radius and quantify its uncertainty from several experimental e^(+)e^(-) datasets for the pion vecto... 详细信息
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Exploring EfficientNet Variants for Image Encoding in Auxiliary Signal Guided Knowledge Encoder-Decoder Framework
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Procedia Computer science 2024年 245卷 391-398页
作者: Matthew Martianus Henry Nur Adhianti Heryanto Bens Pardamean Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta Indonesia 11480 Computer Science Department BINUS Graduate Program - Master of Computer Science Bina Nusantara University Jakarta Indonesia 11480
The growing number of medical images has led to radiologist burnout, which seriously impacts the radiologist's performance. To address the previously mentioned issue, an Auxiliary Signal Guided Knowledge (ASGK) mu... 详细信息
来源: 评论