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检索条件"主题词=autoencoder"
4251 条 记 录,以下是4011-4020 订阅
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Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance
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ARTIFICIAL INTELLIGENCE IN MEDICINE 2020年 110卷 101976-101976页
作者: Macias-Garcia, Laura Martinez-Ballesteros, Maria Luna-Romera, Jose Maria Garcia-Heredia, Jose M. Garcia-Gutierrez, Jorge Riquelme-Santos, Jose C. Univ Seville Sch Comp Engn Dept Comp Languages & Syst Seville Spain Univ Seville Fac Med Dept Citol & Histol Seville Spain Univ Seville Dept Plant Biochem & Mol Biol Seville Spain
Breast cancer is the most frequent cancer in women and the second most frequent overall after lung cancer. Although the 5-year survival rate of breast cancer is relatively high, recurrence is also common which often i... 详细信息
来源: 评论
Deep convolutional neural network-based anomaly detection for organ classification in gastric X-ray examination
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COMPUTERS IN BIOLOGY AND MEDICINE 2020年 123卷 103903-103903页
作者: Togo, Ren Watanabe, Haruna Ogawa, Takahiro Haseyama, Miki Hokkaido Univ Educ & Res Ctr Math & Data Sci Kita Ku N-12W-7 Sapporo Hokkaido 0600812 Japan Hokkaido Univ Fac Informat Sci & Technol Kita Ku N-14W-9 Sapporo Hokkaido 0600814 Japan
Aim: The aim of this study was to determine whether our deep convolutional neural network-based anomaly detection model can distinguish differences in esophagus images and stomach images obtained from gastric X-ray ex... 详细信息
来源: 评论
Deep learning based computer-aided diagnosis systems for diabetic retinopathy: A survey
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ARTIFICIAL INTELLIGENCE IN MEDICINE 2019年 99卷 101701-000页
作者: Asiri, Norah Hussain, Muhammad Al Adel, Fadwa Alzaidi, Nazih King Saud Univ Comp & Informat Sci Coll Riyadh Saudi Arabia Princess Nourah Bint Abdulrahman Univ Coll Med Dept Ophthalmol Riyadh Saudi Arabia Prince Mansour Mil Hosp Ophthalmol Dept At Taif Saudi Arabia
Diabetic retinopathy (DR) results in vision loss if not treated early. A computer-aided diagnosis (CAD) system based on retinal fundus images is an efficient and effective method for early DR diagnosis and assisting e... 详细信息
来源: 评论
Deep neural network coupled with distance-based model selection for efficient history matching
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JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING 2020年 第0期185卷 106658-000页
作者: Kim, Jaejun Park, Changhyup Lee, Kyungbook Ahn, Seongin Jang, Ilsik Seoul Natl Univ Dept Energy Syst Engn Seoul 08826 South Korea Kangwon Natl Univ Dept Energy & Resources Engn Kangwon 24341 South Korea Korea Inst Geosci & Mineral Resources Petr & Marine Res Div Daejeon 34132 South Korea Korea Inst Geosci & Mineral Resources Geo ICT Convergence Res Team Daejeon 34132 South Korea Chosun Univ Dept Energy & Resources Engn Gwangju 61452 South Korea
This paper develops a novel approach of deep neural network (DNN)-based inverse modeling with selecting more reliable supervised-learning datasets with distance-based maps allocated at individual well levels. To mitig... 详细信息
来源: 评论
Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems
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SENSORS 2022年 第1期22卷 32-32页
作者: Liu, Tong Sabrina, Fariza Jang-Jaccard, Julian Xu, Wen Wei, Yuanyuan Massey Univ Coll Sci Auckland 0632 New Zealand Cent Queensland Univ Sch Engn & Technol Sydney NSW 2000 Australia Massey Univ Coll Sci Cybersecur Lab Auckland 0632 New Zealand
A smart public transport system is expected to be an integral part of our human lives to improve our mobility and reduce the effect of our carbon footprint. The safety and ongoing maintenance of the smart public trans... 详细信息
来源: 评论
DMVSVDD: Multi-View Data Novelty Detection with Deep Autoencoding Support Vector Data Description
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EXPERT SYSTEMS WITH APPLICATIONS 2024年 240卷
作者: Chen, Zeqiu Zhao, Kaiyi Sun, Shulin Li, Jiayao Wang, Shufan Sun, Ruizhi China Agr Univ Coll Informat & Elect Engn Beijing 100083 Peoples R China North Univ China Sch Data Sci & Technol Taiyuan 030051 Peoples R China Minist Agr Sci Res Base Integrated Technol Precis Agr Anim Hu Beijing 100083 Peoples R China
Novelty detection is usually defined as the identification of new or abnormal objects (outliers) from the normal ones (inliers), which has wide potential applications in the real world. Recently, an effective algorith... 详细信息
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Supervised and unsupervised learning of (1+1)-dimensional even-offspring branching annihilating random walks
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MACHINE LEARNING-SCIENCE AND TECHNOLOGY 2024年 第1期5卷 015033页
作者: Wang, Yanyang Li, Wei Liu, Feiyi Shen, Jianmin Cent China Normal Univ Key Lab Quark & Lepton Phys MOE Wuhan 430079 Peoples R China Cent China Normal Univ Inst Particle Phys Wuhan 430079 Peoples R China Eotvos Lorand Univ Inst Phys 1-A Pazmany P Setany H-1117 Budapest Hungary Baoshan Univ Coll Engn & Technol Baoshan Peoples R China
Machine learning (ML) of phase transitions (PTs) has gradually become an effective approach that enables us to explore the nature of various PTs more promptly in equilibrium and nonequilibrium systems. Unlike equilibr... 详细信息
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A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2023年 61卷 1页
作者: Wang, Yanheng Sha, Jianjun Gao, Lianru Zhang, Yonggang Rong, Xianhui Zhang, Ce Harbin Engn Univ Coll Intelligent Syst Sci & Engn Harbin 150001 Peoples R China Harbin Engn Univ Qingdao Innovat & Dev Base Qingdao 266000 Peoples R China Chinese Acad Sci Aerosp Informat Res Inst Key Lab Computat Opt Imaging Technol Beijing 100094 Peoples R China Univ Bristol Sch Geog Sci Bristol BS8 1SS England UK Ctr Ecol & Hydrol Lancaster LA1 4AP England
Supervised deep learning (DL)-based hyperspectral images change detection (HSIs-CD) has demonstrated excellent performance;however, current methods require many labeled training samples, and labeling the dataset is la... 详细信息
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Exploring the effectiveness of using internal CNC system signals for chatter detection in milling process
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MECHANICAL SYSTEMS AND SIGNAL PROCESSING 2023年 185卷
作者: Zheng, Xiaochen Arrazola, Pedro Perez, Roberto Echebarria, Daniel Kiritsis, Dimitris Aristimuno, Patxi Saez-de-Buruaga, Mikel Swiss Fed Inst Technol Lausanne EPFL CH-1015 Lausanne Switzerland Fac Engn Mondragon Unibertsitatea Arrasate Mondragon 20500 Spain GF Machining Solut CH-2504 Biel Switzerland Unimetrik SA Legutiano 01170 Spain
Chatter is a harmful self-excited vibration that commonly occurs during milling processes. Data -driven chatter detection and prediction is critical to achieve high surface quality and process efficiency. Most existin... 详细信息
来源: 评论
Trigonometric-Euclidean-Smoother Interpolator (TESI) for continuous time-series and non-time-series data augmentation for deep neural network applications in agriculture
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COMPUTERS AND ELECTRONICS IN AGRICULTURE 2023年 第1期206卷
作者: Derraz, Radhwane Muharam, Farrah Melissa Jaafar, Noraini Ahmad Yap, Ng Keng Putra Malaysia Univ Dept Agr Technol Bangi 43400 Selangor Malaysia Putra Malaysia Univ Dept Land Management Bangi 43400 Selangor Malaysia Putra Malaysia Univ Inst Math Res Bangi 43400 Selangor Malaysia
Biomass estimation, fertilisation, and crop production reflect crop yield potential. The prediction of these var-iables allows the selection of crop cultivars with high yield potential. Deep neural networks (DNNs) can... 详细信息
来源: 评论