Pascal A. Schirmer - Concepedia

Author

Pascal A. Schirmer

Also Known As

Elpida Karageorgiou, Pascal A. Schirmer, Pascal Alexander Schirmer, Pascal Schirmer, Schirmer, Pascal A., Schirmer, Pascal Alexander

Publications

559

Citations

H-Index

Concepts

All Affiliations

University of Hertfordshire Leeds Beckett University Computer Technology Institute and Press “DIOPHANTUS”

About

Pascal A. Schirmer is an author at University of Hertfordshire specializing in data science, engineering, and smart grid.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	13	254
2	Computer Engineering	8	8	190
3	Computer Science	2	2	48
4	Education	1	1	18
5	Social Sciences	1	1	11

Pascal A. Schirmer

Publications

267

Citations

H-Index

Page 1

	Year	Citations
Statistical and Electrical Features Evaluation for Electrical Appliances Energy Disaggregation Pascal A. Schirmer, Iosif Mporas Sustainability EngineeringMachine LearningEnergy EfficiencyEnergy Disaggregation TaskPower Electronics	2019	62
Energy Disaggregation Using Elastic Matching Algorithms Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas Entropy EngineeringMachine LearningEnergy EfficiencyEnergy ConservationElastic Matching Algorithms	2020	32
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation Pascal A. Schirmer, Iosif Mporas IEEE Transactions on Emerging Topics in Computational Intelligence Convolutional Neural NetworkEngineeringMachine LearningEnergy EfficiencyEnergy Monitoring	2021	26
Energy Disaggregation from Low Sampling Frequency Measurements Using Multi-Layer Zero Crossing Rate Pascal A. Schirmer, Iosif Mporas EngineeringMeasurementEducationEnergy MonitoringMeasurement Network	2020	18
Energy Disaggregation Using Two-Stage Fusion of Binary Device Detectors Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh-Akbari Energies EngineeringEnergy EfficiencyData-driven MethodologyEnergy MonitoringData Science	2020	18
Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas EngineeringMachine LearningEnergy EfficiencyEnergy ConservationEnergy Disaggregation Task	2019	16
Evaluation of Regression Algorithms in Residential Energy Consumption Prediction Pascal A. Schirmer, Iosif Mporas, Ilyas Potamitis Energy ConsumptionLstm Regression ModelRecurrent Neural NetworkEngineeringMachine Learning	2019	14
Robust energy disaggregation using appliance-specific temporal contextual information Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh-Akbari EURASIP Journal on Advances in Signal Processing	2020	13
Energy Disaggregation Using Fractional Calculus Pascal A. Schirmer, Iosif Mporas EngineeringEnergy EfficiencyLoad ControlEnergy MonitoringData Science	2020	13
On the non-intrusive extraction of residents’ privacy- and security-sensitive information from energy smart meters Pascal A. Schirmer, Iosif Mporas Neural Computing and Applications Security-sensitive InformationNon-intrusive ExtractionEngineeringSmart GridData Science	2021	13

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