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Neurocomputing, ISSN 0925-2312, 11/2012, Volume 96, pp. 66 - 73
Electrical load disaggregation for end-use recognition in the smart home has become an area of study of its own right. The most well-known examples are energy... 
5-Nearest Neighbors | Non-intrusive load monitoring | Wavelet Shrinkage | Support Vector Machines | Steady-state signatures | Feature extraction and classification | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms | Houses | Tasks | Electrical loads | Devices | Signatures | Sampling | Monitoring
Journal Article
Journal of Management Information Systems, ISSN 0742-1222, 04/2010, Volume 26, Issue 4, pp. 87 - 118
Journal Article
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 04/2018, Volume 2018-, pp. 2676 - 2680
Energy disaggregation is the task of decomposing the aggregated power consumption readings of a household into its constituent parts. In this paper, we propose... 
Training | Home appliances | Power demand | Hidden Markov models | Approximation algorithms | Linear programming | Task analysis
Conference Proceeding
Journal of Applied Statistics, ISSN 0266-4763, 05/2015, Volume 42, Issue 5, pp. 921 - 937
In this paper, we present a unified framework for natural gas consumption modeling and forecasting. This consists of models of GAM class and their nonlinear... 
62P30 | disaggregation | aggregation | semiparametric model | natural gas consumption | standardized load profiles | DEMAND | NEURAL-NETWORKS | LOAD PROFILES | ELECTRICITY LOAD | STATISTICS & PROBABILITY | PREDICTION | Consumption | Tasks | Customers | Households | Measuring instruments | Applied statistics | Mathematical models | Agglomeration | Natural gas
Journal Article
Tulane Law Review, ISSN 0041-3992, 06/2014, Volume 88, Issue 6, p. 1039
Journal Article
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018, 10/2018, pp. 65 - 76
Conference Proceeding
Omega, ISSN 0305-0483, 03/2019, Volume 83, pp. 80 - 95
Home care services are in high demand given how they are steadily becoming the primary source of care for the elderly. Powerful decision support tools are... 
Integer programming | Home care scheduling | Controllable processing times | Heuristics | Task disaggregation | CONSISTENCY | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MANAGEMENT | SERVICES | TIME
Journal Article
IEEE Transactions on Power Systems, ISSN 0885-8950, 01/2015, Volume 30, Issue 1, pp. 254 - 262
Journal Article
Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018, 12/2018, pp. 86 - 89
Conference Proceeding
Optimization and Engineering, ISSN 1389-4420, 9/2002, Volume 3, Issue 3, pp. 281 - 303
Journal Article
Proceedings of the 24th ACM SIGKDD International Conference on knowledge discovery & data mining, 07/2018, pp. 1784 - 1793
Multilevel modeling and multi-task learning are two widely used approaches for modeling nested (multi-level) data, which contain observations that can be... 
multi-task learning | multilevel modeling | nested data | Multilevel modeling | Nested data | Multi-task learning
Conference Proceeding
Reliability Engineering and System Safety, ISSN 0951-8320, 12/2013, Volume 120, pp. 88 - 97
Journal Article
Proceedings of the 2005 International Conference on Pervasive Systems and Computing, PSC'05, 2005, pp. 187 - 192
Conference Proceeding
International Journal of Production Research, ISSN 0020-7543, 06/2007, Volume 45, Issue 12, pp. 2775 - 2797
The majority of large, complex projects suffer disruptions. These can have unexpected and significant impacts on a project, resulting in excessive time and... 
Production planning | Repetitive manufacturing | Project management | SYSTEM | project management | CURVES | TASKS | IMPACT | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | repetitive manufacturing | PRODUCTIVITY | DYNAMICS | production planning | ENGINEERING, MANUFACTURING | ENGINEERING, INDUSTRIAL | DELAY
Journal Article
Information Systems, ISSN 0306-4379, 12/2015, Volume 54, pp. 74 - 91
Many recent applications depend on time series of data containing personal information. For example, the smart grid collects and distributes time series of... 
Data privacy | Differential privacy | Time series analysis | COMPUTER SCIENCE, INFORMATION SYSTEMS | Case studies | Privacy | Tasks | Households | Time series | Receivers | Optimization | Constraining | Information systems
Journal Article
Climate Policy, ISSN 1469-3062, 03/2013, Volume 13, Issue 2, pp. 191 - 209
Journal Article
Journal of Operations Management, ISSN 0272-6963, 2008, Volume 26, Issue 2, pp. 288 - 302
We examine the recent supply chain phenomenon of outsourcing front-end business processes in this paper. Few, if any, of the existing theories provide... 
Call centers | Outsourcing | Incomplete information | Customer contact | Quality | Task assignment | MANAGEMENT | incomplete information | SERVICES | MODEL | quality | ORGANIZATION | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | outsourcing | customer contact | SYSTEMS | ECONOMICS | task assignment | call centers | TECHNOLOGY | FIRM | Analysis | Logistics
Journal Article
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 01/2020, Volume 11, Issue 1, pp. 138 - 147
Power tracing is the task of disaggregating the power injection of a generator (or a load) into a sum of constituent components that can unambiguously be... 
loss allocation | upstream tracing | power flow | Kron reduction | power tracing | Generators | Steady-state | Task analysis | Downstream tracing | Propagation losses | Resource management | Admittance | Load modeling
Journal Article
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