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检索条件"主题词=Gradient Boosting algorithm"
29 条 记 录,以下是11-20 订阅
排序:
Determining the quality of imprinted polymers using diverse feature selections methods, Ada Boost and gradient boosting algorithms
Results in Materials
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Results in Materials 2025年 27卷
作者: Yarahmadi, Bita Hashemianzadeh, Seyed Majid Real Samples Analysis Laboratory Department of Chemistry Iran University of Science and Technology Tehran Iran Molecular Simulation Research Laboratory Department of Chemistry Iran University of Science and Technology Tehran Iran
The use of polymer informatics is an appropriate solution to overcome the problems of optimizing the synthesis conditions of polymers, which has attracted the attention of many researchers. The aim of this study is to... 详细信息
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Identifying new earnings management components: a machine learning approach
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ACCOUNTING RESEARCH JOURNAL 2024年 第4期37卷 418-435页
作者: Almasarwah, Adel Aram, Khalid Y. Alhaj-Yaseen, Yaseen S. Georgia Coll & State Univ Dept Accounting Milledgeville GA 31061 USA Emporia State Univ Dept Business Emporia KS USA Middle Georgia State Coll Dept Finance Macon GA USA
PurposeThis study aims to apply machine learning (ML) to identify new financial elements managers might use for earnings management (EM), assessing their impact on the Standard Jones Model and modified Jones model for... 详细信息
来源: 评论
Markov chain latent space probabilistic for feature optimization along with Hausdorff distance similarity matching in content-based image retrieval
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IMAGING SCIENCE JOURNAL 2022年 第5期70卷 300-314页
作者: Kaur, Ramandeep Devendran, V. Lovely Profess Univ Dept Comp Sci & Engn Phagwara Punjab India
Content-Based Image Retrieval involves searching a database of photographs for the pictures that look like the query picture. With the help of Feature Extraction Technique, number of required images can be extracted f... 详细信息
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Non-toxic antimicrobial peptide Hm-AMP2 from leech metagenome proteins identified by the gradient-boosting approach
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MATERIALS & DESIGN 2022年 224卷
作者: Grafskaia, Ekaterina N. Pavlova, Elizaveta R. Latsis, Ivan A. Malakhova, Maja V. Ivchenkov, Dmitrii V. Bashkirov, Pavel V. Kot, Erik F. Mineev, Konstantin S. Arseniev, Alexander S. Klinov, Dmitry V. Lazarev, Vassili N. Fed Med Biol Agcy Fed Res & Clin Ctr Phys Chem Med Moscow 119435 Russia Russian Acad Sci Shemyakin Ovchinnikov Inst Bioorgan Chem Moscow 117997 Russia Natl Res Univ Moscow Inst Phys & Technol 141700 Dolgoprudny Moscow 141701 Russia Peoples Friendship Univ Russia RUDN Univ Moscow 117198 Russia
The number of infections caused by antibiotic-resistant pathogens is increasing alarmingly every year and will continue to grow. Antimicrobial peptides (AMPs) are considered new therapeutic agents for the effective co... 详细信息
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AI Based Diagnosis of Pneumonia
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WIRELESS PERSONAL COMMUNICATIONS 2022年 第4期126卷 3677-3692页
作者: Vidhya, B. Nikhil Madhav, M. Suresh Kumar, M. Kalanandini, S. Dr NGP Inst Technol Dept Biomed Engn Coimbatore Tamil Nadu India Sri Shakthi Inst Engn & Technol Dept Comp Sci Engn Coimbatore Tamil Nadu India
Pneumonia is a lung infection caused by bacteria, viruses and fungi. In this infection, the air sac (alveoli) of the lungs gets inflamed and breathing becomes difficult which causes mild to severe illness among people... 详细信息
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Cardiac Anomaly Detection using Embedded Attractors Reconstructed from Multichannel ECG  9
Cardiac Anomaly Detection using Embedded Attractors Reconstr...
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9th International Conference on Biomedical and Bioinformatics Engineering (ICBBE)
作者: Purkayastha, Basab Bijoy Hazarika, Anakhi Thomas, K. Amal Poddar, Soumyajit Indian Inst Technol Guwahati Gauhati India
The degree of complexity associated with the dynamics of the human heart is different for different categories of cardiac abnormalities. A quantitative measure of the complexities associated with cardiac dynamics can ... 详细信息
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Data-Driven Insights into Social Media Behavior Using Predictive Modeling
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Procedia Computer Science 2025年 252卷 480-489页
作者: V. Selvakumar Nadipi Keerthana Reddy R. Sree Vardhini Tulasi Kunchala Rohit Kumar Department of Mathematics and Statistics Bhavan’s Vivekananda College of Science Humanities & Commerce Hyderabad Telangana India
This study proposes a statistical machine learning approach to predict social media usage across various demographic categories in India. The dataset comprises twenty-six features, including demographic attributes (ag... 详细信息
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Analysis of the severity of vehicle-bicycle crashes with data mining techniques
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JOURNAL OF SAFETY RESEARCH 2021年 76卷 218-227页
作者: Zhu, Siying Nanyang Technol Univ Sch Civil & Environm Engn Singapore Singapore
Introduction: Although cycling is increasingly being promoted for transportation, the safety concern of bicyclists is one of the major impediments to their adoption. A thorough investigation on the contributing factor... 详细信息
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Fuzzy Markov chain latent space probabilistic decision-making for feature optimization in content-based image recognition
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SOFT COMPUTING 2023年 第2期28卷 653-653页
作者: Kaur, Ramandeep Devendran, V. Lovely Profess Univ Dept Comp Sci & Engn Phagwara Punjab India
Content-Based Image Retrieval (CBIR) systems use a group of preset and predefined parameters for their configuration. However, in machine learning methods, feature selection is a preprocessing step. Framework designed... 详细信息
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Cardiac Anomaly Detection using Embedded Attractors Reconstructed from Multichannel ECG  22
Cardiac Anomaly Detection using Embedded Attractors Reconstr...
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Proceedings of the 2022 9th International Conference on Biomedical and Bioinformatics Engineering
作者: Basab Bijoy Purkayastha Anakhi Hazarika Amal Thomas Soumyajit Poddar Electronics and Communication Engineering Indian Institute of Information Technology Guwahati India and Physics Indian Institute of Technology Guwahati India Electronics and Communication Engineering Indian Institute of Information Technology Guwahati India
The degree of complexity associated with the dynamics of the human heart is different for different categories of cardiac abnormalities. A quantitative measure of the complexities associated with cardiac dynamics can ... 详细信息
来源: 评论