Applications of Intelligent Systems最新文献

Towards Egocentric Person Re-Identification and Social Pattern Analysis 自我中心人格再认同与社会模式分析

Applications of Intelligent Systems Pub Date : 2019-05-01 DOI: 10.3233/978-1-61499-929-4-203

Estefanía Talavera, Alexandre Cola, N. Petkov, P. Radeva

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引用次数: 4

Visual Search and Recognition for Robot Task Execution and Monitoring 机器人任务执行与监控的视觉搜索与识别

Applications of Intelligent Systems Pub Date : 2019-02-01 DOI: 10.3233/978-1-61499-929-4-94

L. Mauro, Francesco Puja, S. Grazioso, Valsamis Ntouskos, Marta Sanzari, Edoardo Alati, L. Freda, F. Pirri

引用次数: 9

Semi-Supervised Learning for Spanish Speech Recognition Using Deep Neural Networks 基于深度神经网络的西班牙语语音识别半监督学习

Applications of Intelligent Systems Pub Date : 2018-06-11 DOI: 10.3233/978-1-61499-929-4-19

B. R. C. Álvarez, Pelayo Quirós, Bernardo Fernández

引用次数: 1

Application of Super-Resolution Techniques to Transmission Electron Microscopy Images 超分辨率技术在透射电镜图像中的应用

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-42

G. Bárcena-González, M. Guerrero-Lebrero, E. Guerrero, D. Reyes, B. Nuñez-Moraleda, Mario Rivas-Sánchez, A. Yáñez, D. González, P. Galindo

引用次数: 0

Distances Between Tensor Subspaces 张量子空间之间的距离

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-50

Hayato Itoh, A. Imiya, T. Sakai

引用次数: 0

Predicting Slaughter Weight in Pigs with Regression Tree Ensembles 用回归树集合预测猪的屠宰体重

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-1

A. Alsahaf, G. Azzopardi, B. Ducro, R. Veerkamp, N. Petkov

引用次数: 7

Exploring Different Normalization and Classification Approaches for Mammography Analysis with CNNs 探讨不同的归一化和分类方法的乳房x线摄影分析与cnn

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-315

Ana C. Perre, Luís A. Alexandre, L. Freire

引用次数: 1

Text Mining - A Key Lynchpin in the Investment Process: A Survey 文本挖掘-投资过程中的关键关键:一项调查

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-181

A. Konstantinidis, B. S. Dees, G. G. Calvi, D. Mandic

引用次数: 0

A User Model Ontology for Adaptive Systems in Cultural Tourism Domain 文化旅游领域自适应系统的用户模型本体

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-212

L. Pandolfo, Luca Pulina, E. Grosso

引用次数: 3

Low-Power Appliance Recognition Using Recurrent Neural Networks 基于递归神经网络的低功耗电器识别

Applications of Intelligent Systems Pub Date : 1900-01-01 DOI: 10.3233/978-1-61499-929-4-239

A. R. Pratama, Frans J. Simanjuntak, A. Lazovik, Marco Aiello

{"title":"Low-Power Appliance Recognition Using Recurrent Neural Networks","authors":"A. R. Pratama, Frans J. Simanjuntak, A. Lazovik, Marco Aiello","doi":"10.3233/978-1-61499-929-4-239","DOIUrl":"https://doi.org/10.3233/978-1-61499-929-4-239","url":null,"abstract":"Indoor energy consumption can be understood by breaking overall power consumption down into individual components and appliance activations. The clas- sification of components of energy usage is known as load disaggregation or ap- pliance recognition. Most of the previous efforts address the separation of devices with high energy demands. In many contexts though, such as an office, the devices to separate are numerous, heterogeneous, and have low consumptions. The disag- gregation problem becomes then more challenging and, at the same time, crucial for understanding the user context. In fact, from the disaggregation one can deduce the number of people in an office room, their activities, and current energy needs. In this paper, we review the characteristics of office appliances load disaggregation efforts. We then illustrate a proposal for a classification model based on Recur- rent Neural Network (RNN). RNN is used to infer device activation from aggre- gated energy consumptions. The approach shows promising results in recognizing 14 classes of 5 different devices being operated in our office, reaching 99.4% of Cohen’s Kappa measure.","PeriodicalId":276901,"journal":{"name":"Applications of Intelligent Systems","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123499484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3