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检索条件"主题词=Probabilistic Generative Model"
73 条 记 录,以下是21-30 订阅
排序:
Multi-modal Bayesian embedding for point-of-interest recommendation on location-based cyber-physical-social networks
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FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2020年 108卷 1119-1128页
作者: Huang, Liwei Ma, Yutao Liu, Yanbo Sangaiah, Arun Kumar Beijing Inst Remote Sensing Beijing 100854 Peoples R China Wuhan Univ State Key Lab Software Engn Wuhan 430072 Peoples R China VIT Univ Sch Comp Sci & Engn Vellore 632014 Tamil Nadu India
Point-of-interest (POI) recommendation has become a favorite topic on location-based cyber-physicalsocial networks (LBCPSNs). The geographical influence of locations (e.g., geographical proximity) and the social influ... 详细信息
来源: 评论
Training and compensation of class-conditioned NMF bases for speech enhancement
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NEUROCOMPUTING 2018年 284卷 107-118页
作者: Chung, Hanwook Badeau, Roland Plourde, Eric Champagne, Benoit McGill Univ Dept Elect & Comp Engn Montreal PQ Canada Univ Paris Saclay Telecom ParisTech LTCI F-75013 Paris France Sherbrooke Univ Dept Elect & Comp Engn Sherbrooke PQ Canada
In this paper, we introduce a training and compensation algorithm of the class-conditioned basis vectors in the non-negative matrix factorization (NMF) model for single-channel speech enhancement. The main goal is to ... 详细信息
来源: 评论
Exploring inconsistencies in genome-wide protein function annotations: a machine learning approach
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BMC BIOINFORMATICS 2007年 第1期8卷 1-12页
作者: Andorf, Carson Dobbs, Drena Honavar, Vasant Iowa State Univ Dept Comp Sci Artificial Intelligence Lab Ames IA 50011 USA Iowa State Univ Dept Genet Dev & Cell Biol Ames IA 50011 USA Iowa State Univ Bioinformat & Computat Biol Grad Program Ames IA 50011 USA Iowa State Univ Ctr Computat Intelligence Learning & Discovery Ames IA 50011 USA
Background: Incorrectly annotated sequence data are becoming more commonplace as databases increasingly rely on automated techniques for annotation. Hence, there is an urgent need for computational methods for checkin... 详细信息
来源: 评论
Bayesian body schema estimation using tactile information obtained through coordinated random movements
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ADVANCED ROBOTICS 2017年 第3期31卷 118-134页
作者: Mimura, Tomohiro Hagiwara, Yoshinobu Taniguchi, Tadahiro Inamura, Tetsunari Ritsumeikan Univ Grad Sch Sci & Engn Kusatsu Japan Natl Inst Informat Principles Informat Res Div Tokyo Japan Grad Univ Adv Studies Principles Informat Res Div Tokyo Japan
This paper describes a computational model, called the Dirichlet process Gaussian mixture model with latent joints (DPGMM-LJ), that can find latent tree structure embedded in data distribution in an unsupervised manne... 详细信息
来源: 评论
Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network
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NEURAL NETWORKS 2021年 134卷 64-75页
作者: Demin, V. A. Nekhaev, D., V Surazhevsky, I. A. Nikiruy, K. E. Emelyanov, A., V Nikolaev, S. N. Rylkov, V. V. Kovalchuk, M., V Kurchatov Inst Natl Res Ctr Moscow Russia Moscow Inst Phys & Technol Dolgoprudnyi Russia Kotelnikov Inst Radio Engn & Elect RAS Fryazino 141190 Moscow Region Russia Lomonosov Moscow State Univ Moscow Russia
This work is aimed to study experimental and theoretical approaches for searching effective local training rules for unsupervised pattern recognition by high-performance memristor-based Spiking Neural Networks (SNNs).... 详细信息
来源: 评论
CVTM: A Content-Venue-Aware Topic model for Group Event Recommendation
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2020年 第7期32卷 1290-1303页
作者: Du, Yulu Meng, Xiangwu Zhang, Yujie Beijing Univ Posts & Telecommun Beijing Key Lab Intelligent Telecommun Software & Beijing 100876 Peoples R China Beijing Univ Posts & Telecommun Sch Comp Sci Beijing 100876 Peoples R China
Event recommendation is essential to help people find attractive events to attend, but it intrinsically faces cold-start problem. The previous studies exploit multiple contextual factors to overcome the cold-start pro... 详细信息
来源: 评论
Exploiting Category-Level Multiple Characteristics for POI Recommendation
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2023年 第2期35卷 1488-1501页
作者: Dong, Zheng Meng, Xiangwu Zhang, Yujie Beijing Univ Posts & Telecommun Beijing Key Lab Intelligent Telecommun Software & Beijing 100876 Peoples R China Beijing Univ Posts & Telecommun Sch Comp Sci Natl Pilot Software Engn Sch Beijing 100876 Peoples R China
Point of interest (POI) recommendation has received significant attention in recent years, most existing studies exploit multiple auxiliary information to alleviate the problem of data sparsity, and consider the seque... 详细信息
来源: 评论
probabilistic Weighted Copula Regression model With Adaptive Sample Selection Strategy for Complex Industrial Processes
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2020年 第11期16卷 6972-6981页
作者: Zhou, Yang Ren, Xiang Li, Shaojun East China Univ Sci & Technol Minist Educ Key Lab Adv Control & Optimizat Chem Proc Shanghai 200237 Peoples R China Rutgers State Univ Dept Chem & Biochem Engn Piscataway NJ 08854 USA
With complicated structures and complex physicochemical reactions, most industrial processes are intrinsically characterized by high dimensionality, nonlinearity, non-Gaussianity, and self-correlation. In this article... 详细信息
来源: 评论
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion
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IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 2022年 第4期16卷 649-665页
作者: Lu, Ruiying Chen, Bo Sun, Jianqiao Chen, Wenchao Wang, Penghui Chen, Yuanwei Liu, Hongwei Varshney, Pramod K. Xidian Univ Collaborat Innovat Ctr Informat Sensing & Underst Natl Lab Radar Signal Proc Xian 710071 Peoples R China China Acad Space Technol Beijing 100081 Peoples R China Syracuse Univ Dept Elect Engn & Comp Sci Syracuse NY 13244 USA
Due to the hardware limitations of remote imaging sensors, it is challenging to acquire images with high resolution in both the spatial and spectral domains. An effective and economical way to obtain high-resolution h... 详细信息
来源: 评论
A transfer learning approach using improved copula subspace division for multi-mode fault detection
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CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2023年 第12期101卷 7015-7030页
作者: Zhou, Yang Jia, Li Zhang, Yilan Shanghai Univ Sch Mechatron Engn & Automat Shanghai Peoples R China Southwest Inst Tech Phys Chengdu Peoples R China
Multi-mode characteristics of industrial processes are prominent in the area of chemical production due to a diversified market demand. Despite mounting interests in predictive modelling for the optimization of operat... 详细信息
来源: 评论