Deep Sparse Coding for Non-Intrusive Load Monitoring

11 December 2019

Papers citing "Deep Sparse Coding for Non-Intrusive Load Monitoring"

11 / 11 papers shown

Title
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances Anže Pirnat Blaž Bertalanič Gregor Cerar M. Mohorčič Carolina Fortuna 40 4 0 18 Jul 2023
Unsupervised energy disaggregation via convolutional sparse coding Christian Aarset Andreas Habring M. Holler Mario Mitter 64 0 0 20 Jul 2022
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks Shuai Zhang Meng Wang Sijia Liu Pin-Yu Chen Jinjun Xiong UQCV MLT 76 13 0 12 Oct 2021
A Data-Driven Machine Learning Approach for Consumer Modeling with Load Disaggregation A. K. Zarabie Sanjoy Das Hongyu Wu 18 1 0 04 Nov 2020
Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring Richard Jones Christoph Klemenjak S. Makonin Ivan V. Bajić 13 3 0 16 Sep 2020
Analysis Co-Sparse Coding for Energy Disaggregation Shikha Singh A. Majumdar 33 36 0 11 Dec 2019
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning Vanika Singhal Jyoti Maggu A. Majumdar 35 86 0 11 Dec 2019
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification Vanika Singhal A. Majumdar 46 14 0 11 Dec 2019
Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households Jordan Holweger M. Dorokhova Lionel Bloch Christophe Ballif Nicolas Wyrsch 23 38 0 20 Aug 2019
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features Mohsin Munir Shoaib Ahmed Siddiqui Ferdinand Küsters Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 49 19 0 15 May 2019
An Efficient Privacy-Preserving Algorithm based on Randomized Response in IoT-based Smart Grid Huirui Cao Shubo Liu Zhitao Guan Longfei Wu Haonan Deng Xiaojiang Du 29 10 0 09 Apr 2018