Integration of Machine Learning Methods to Dissect Genetically Imputed Transcriptomic Profiles in Alzheimer’s Disease 著者: Carlo Maj, Tiago Azevedo, Valentina Giansanti, Oleg Borisov, Giovanna Maria Dimitri, Simeon Spasov, Alzheimer’s Disease Neuroimaging Initiative, Pietro Lió, Ivan Merelli

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Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection 著者: Ariyo Oluwasanmi, Muhammad Umar Aftab, Edward Baagyere, Zhiguang Qin, Muhammad Ahmad, Manuel Mazzara

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A motor imagery classification model based on hybrid brain-computer interface and multitask learning of electroencephalographic and electromyographic deep features 著者: Yingyu Cao, Shaowei Gao, Huixian Yu, Zhenxi Zhao, Dawei Zang, Chun Wang

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Multimode Process Monitoring Based on Modified Density Peak Clustering and Parallel Variational Autoencoder 著者: Feng Yu, Jianchang Liu, Dongming Liu

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Zero-Shot Unseen Speaker Anonymization via Voice Conversion 著者: Hyung-Pil Chang, In-Chul Yoo, Changhyeon Jeong, Dongsuk Yook

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Smart Work Injury Management (SWIM) System: A Machine Learning Approach for the Prediction of Sick Leave and Rehabilitation Plan 著者: Peter H. F. Ng, Peter Q. Chen, Zackary P. T. Sin, Sun H. S. Lai, Andy S. K. Cheng

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Cutting anomaly detection in end-milling by multimodal variational autoencoder 著者: Kazuya ODA, Haruhiko SUWA, Koji MURAKAMI

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Diverse and Adjustable Versatile Image Enhancer 著者: Woojae Kim, Anh-Duc Nguyen, Jinwoo Kim, Jongyoo Kim, Heeseok Oh, Sanghoon Lee

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Multi-rate modulation encoding via unsupervised learning for audio event detection 著者: Sandeep Reddy Kothinti, Mounya Elhilali

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Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder 著者: Dongmei Ai, Yuduo Wang, Xiaoxin Li, Hongfei Pan

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Synthesis‐Style Auto‐Correlation‐Based Transformer: A Learner on Ionospheric TEC Series Forecasting 著者: Yuhuan Yuan, Guozhen Xia, Xinmiao Zhang, Chen Zhou

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Anomaly detection in aeronautics data with quantum-compatible discrete deep generative model 著者: Thomas Templin, Milad Memarzadeh, Walter Vinci, P Aaron Lott, Ata Akbari Asanjan, Anthony Alexiades Armenakas, Eleanor Rieffel

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The Recommendation Algorithm Based on Improved Conditional Variational Autoencoder and Constrained Probabilistic Matrix Factorization 著者: Yunfei Zhang, Hongzhen Xu, Xiaojun Yu

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Comparative Evaluation of VAEs, VAE-GANs and AAEs for Anomaly Detection in Network Intrusion Data 著者: Mahmoud Mohamed

主題: “…Variational autoencoders (VAEs)…”
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Innovative Variational AutoEncoder for an End-to-End Communication System 著者: Mohamad A. Alawad, Mutasem Q. Hamdan, Khairi A. Hamdi

主題: “…Variational autoencoder…”
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Variational Autoencoder Model Based on 3D Convolutional Neural Network for generative design framework of 3D chair 著者: Tae-byeong Park, Joung min Park, Shokhikha Amalana Murdivien, Jumyung Um, Maria Celia Mitidiero

主題: “…variational autoencoder…”
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Anomalous node detection in attributed social networks using dual variational autoencoder with generative adversarial networks 著者: Wasim Khan, Shafiqul Abidin, Mohammad Arif, Mohammad Ishrat, Mohd Haleem, Anwar Ahamed Shaikh, Nafees Akhtar Farooqui, Syed Mohd Faisal

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Explaining deep learning-based representations of resting state functional connectivity data: focusing on interpreting nonlinear patterns in autism spectrum disorder 著者: Young-geun Kim, Young-geun Kim, Young-geun Kim, Orren Ravid, Xinyuan Zheng, Yoojean Kim, Yuval Neria, Yuval Neria, Seonjoo Lee, Seonjoo Lee, Seonjoo Lee, Xiaofu He, Xiaofu He, Xi Zhu, Xi Zhu

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History matching of petroleum reservoirs using deep neural networks 著者: Rasim Alguliyev, Ramiz Aliguliyev, Yadigar Imamverdiyev, Lyudmila Sukhostat

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Improving the Classification Effectiveness of Intrusion Detection by Using Improved Conditional Variational AutoEncoder and Deep Neural Network 著者: Yanqing Yang, Kangfeng Zheng, Chunhua Wu, Yixian Yang

主題: “…improved conditional variational autoencoder…”
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