Smart non-intrusive appliance identification using a novel local power histogramming descriptor with an improved k-nearest neighbors classifier

REHAB-C: Recommendations for Energy HABits Change

(2020) Christos Sardianos et al.   Future Generation Computer Systems-The International Journal of eScience

Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree

(2020) Yassine Himeur et al.   APPLIED ENERGY

Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges

(2020) Tanzila Saba   Journal of Infection and Public Health

Combining K-Means and XGBoost Models for Anomaly Detection Using Log Datasets

(2020) João Henriques et al.   Electronics

A Novel Approach for Detecting Anomalous Energy Consumption Based on Micro-Moments and Deep Neural Networks

(2020) Yassine Himeur et al.   Cognitive Computation

Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction

(2020) Yassine Himeur et al.   APPLIED ENERGY

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification

(2020) Shuyin Xia et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Locality constrained representation-based K-nearest neighbor classification

(2019) Jianping Gou et al.   KNOWLEDGE-BASED SYSTEMS

Household Appliance Recognition Through a Bayes Classification Model

(2019) Da Yan et al.   Sustainable Cities and Society

Granular ball computing classifiers for efficient, scalable and robust learning

(2019) Shuyin Xia et al.   INFORMATION SCIENCES

A Local Mean Representation-based K-Nearest Neighbor Classifier

(2019) Jianping Gou et al.   ACM Transactions on Intelligent Systems and Technology

Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review

(2019) Haneen Arafat Abu Alfeilat et al.   Big Data

Anomaly Detection in Power Generation Plants Using Machine Learning and Neural Networks

(2019) Jecinta Mulongo et al.   APPLIED ARTIFICIAL INTELLIGENCE

Nonintrusive load monitoring in residential households with low-resolution data

(2019) Xin Shi et al.   APPLIED ENERGY

Real-time prediction and anomaly detection of electrical load in a residential community

(2019) Xinlin Wang et al.   APPLIED ENERGY

A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring

(2019) Kanghang He et al.   IEEE Transactions on Smart Grid

Non-Intrusive Load Monitoring Using Additive Factorial Approximate Maximum a Posteriori Based on Iterative Fuzzy $c$ -Means

(2019) T. Y. Ji et al.   IEEE Transactions on Smart Grid

A novel two-dimensional ECG feature extraction and classification algorithm based on convolution neural network for human authentication

(2019) Mohamed Hammad et al.   Future Generation Computer Systems-The International Journal of eScience

An improved non-intrusive load disaggregation algorithm and its application

(2019) Hui Liu et al.   Sustainable Cities and Society

Characterizing the energy flexibility of buildings and districts

(2018) Rune Grønborg Junker et al.   APPLIED ENERGY

Two improved k- means algorithms

(2018) Shyr-Shen Yu et al.   APPLIED SOFT COMPUTING

Toward Energy-Awareness Smart Building: Discover the Fingerprint of Your Electrical Appliances

(2018) Meng Ma et al.   IEEE Transactions on Industrial Informatics

Improved K-means algorithm based on density Canopy

(2018) Geng Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Non-Intrusive Load Disaggregation Using Graph Signal Processing

(2018) Kanghang He et al.   IEEE Transactions on Smart Grid

Residential Household Non-Intrusive Load Monitoring via Graph-Based Multi-Label Semi-Supervised Learning

(2018)   IEEE Transactions on Smart Grid

A generalized mean distance-based k-nearest neighbor classifier

(2018) Jianping Gou et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Improved Non-Intrusive Identification Technique of Electrical Appliances for Smart Residential System

(2018) Soumyajit Ghosh et al.   IET Generation Transmission & Distribution

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

(2018) Leen De Baets et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Non-Intrusive Load Monitoring by Voltage–Current Trajectory Enabled Transfer Learning

(2018) Yanchi Liu et al.   IEEE Transactions on Smart Grid

An improved overlapping k-means clustering method for medical applications

(2017) Sina Khanmohammadi et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Event-Based Nonintrusive Load Monitoring Approach: Using the Simplified Viterbi Algorithm

(2017) Tianqi Lu et al.   IEEE PERVASIVE COMPUTING

Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach

(2017) Dihong Gong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Non-Intrusive Energy Disaggregation Using Non-Negative Matrix Factorization With Sum-to-k Constraint

(2017) Alireza Rahimpour et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Analysis Co-Sparse Coding for Energy Disaggregation

(2017) Shikha Singh et al.   IEEE Transactions on Smart Grid

Incorporating Appliance Usage Patterns for Non-Intrusive Load Monitoring and Load Forecasting

(2017) Shirantha Welikala et al.   IEEE Transactions on Smart Grid

Appliance Identification Algorithm for a Non-Intrusive Home Energy Monitor using Cogent Confabulation

(2017) Sung Wook Park et al.   IEEE Transactions on Smart Grid

Deep Sparse Coding for Non-Intrusive Load Monitoring

(2017) Shikha Singh et al.   IEEE Transactions on Smart Grid

Dimensionality reduced local directional pattern (DR-LDP) for face recognition

(2016) Srinivasa Perumal R. et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electric Load Classification by Binary Voltage–Current Trajectory Mapping

(2016) Liang Du et al.   IEEE Transactions on Smart Grid

Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring

(2016) Stephen Makonin et al.   IEEE Transactions on Smart Grid

Residential Appliance Identification Based on Spectral Information of Low Frequency Smart Meter Measurements

(2016) Chinthaka Dinesh et al.   IEEE Transactions on Smart Grid

Non-Intrusive Appliance Load Identification Based on Higher-Order Statistics

(2015) Juan Diego Silva Guedes et al.   IEEE Latin America Transactions

Facial Expression Recognition Using Local Transitional Pattern on Gabor Filtered Facial Images

(2013) Tanveer Ahsan et al.   IETE TECHNICAL REVIEW

Residential Appliances Identification and Monitoring by a Nonintrusive Method

(2011) Zhenyu Wang et al.   IEEE Transactions on Smart Grid