Research output per year
Research output per year
- 37 results
Search results
-
2024
PyDTS: A Python Toolkit for Deep Learning Time Series Modelling
Schirmer, P. A. & Mporas, I., 31 Mar 2024, In: Entropy. 26, 4, p. 1-23 23 p., 311.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Downloads (Pure) -
HyperVein: A Hyperspectral Image Dataset for Human Vein Detection
Ndu, H., Sheikh-Akbari, A., Deng, J. & Mporas, I., 8 Feb 2024, In: Sensors. 24, 4, p. 1-19 19 p., 1118.Research output: Contribution to journal › Article › peer-review
Open AccessFile44 Downloads (Pure) -
2023
Contactless Camera-Based Heart Rate and Respiratory Rate Monitoring Using AI on Hardware
Kolosov, D., Kelefouras, V., Kourtessis, P., Mporas, I. & Tran, Y. (Editor), 7 May 2023, In: Sensors. 23, 9, p. 1-17 17 p., 4550.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Downloads (Pure) -
Microbiological Quality Estimation of Meat Using Deep CNNs on Embedded Hardware Systems
Kolosov, D., Fengou, L.-C., Carstensen, J. M., Schultz, N., Nychas, G.-J., Mporas, I. & Grossi, M. (Editor), 24 Apr 2023, In: Sensors. 23, 9, p. 1-17 17 p., 4233.Research output: Contribution to journal › Article › peer-review
Open AccessFile71 Downloads (Pure) -
Non-Intrusive Load Monitoring: A Review
Schirmer, P. A. & Mporas, I., 30 Jan 2023, In: IEEE Transactions on Smart Grids. 14, 1, p. 769-784 15 p.Research output: Contribution to journal › Article › peer-review
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2022
A machine learning approach for predicting critical factors determining adoption of off-site construction in Nigeria
Wusu, G., Alaka, H., Yusuf, W., Mporas, I., Toriola-Coker, L. & Oseghale, R., 12 Dec 2022, In: Smart and Sustainable Built Environment. 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile74 Downloads (Pure) -
Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection
Kolosov, D., Kelefouras, V., Kourtessis, P. & Mporas, I., 13 Oct 2022, In: IEEE Access. 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile50 Downloads (Pure) -
Comparison of machine learning algorithms for evaluating building energy efficiency using big data analytics
Egwim, C. N., Alaka, H., Egunjobi, O., Gomes, A. & Mporas, I., 26 Sept 2022, In: Journal of Engineering, Design and Technology. 22, 4, p. 1325-1350 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile90 Downloads (Pure) -
2D Transformations of Energy Signals for Energy Disaggregation
Schirmer, P. & Mporas, I., 22 Sept 2022, In: Sensors. 22, 19, 16 p., 7200.Research output: Contribution to journal › Article › peer-review
Open AccessFile27 Downloads (Pure) -
SIEMS: A Secure Intelligent Energy Management System for Industrial IoT Applications
Asef, P., Taheri, R., Shojafar, M., Mporas, I. & Tafazoli, R., 8 Apr 2022, In: IEEE Transactions on Industrial Informatics. 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile57 Downloads (Pure) -
Device and Time Invariant Features for Transferable Non-Intrusive Load Monitoring
Schirmer, P. & Mporas, I., 2 Apr 2022, In: IEEE Power and Energy Technology Systems Journal. 9, p. 121-130 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile18 Downloads (Pure) -
2021
Double Fourier Integral Analysis based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation
Schirmer, P. A. & Mporas, I., 16 Jun 2021, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile61 Downloads (Pure) -
Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation
Schirmer, P., Mporas, I. & Sheikh-Akbari, A., 27 Apr 2021, In: Energies. 14, 9, 16 p., 2485.Research output: Contribution to journal › Article › peer-review
Open AccessFile155 Downloads (Pure) -
Reducing Grid Distortions Utilizing Energy Demand Prediction and Local Storages
Schirmer, P., Geiger, C. & Mporas, I., 27 Jan 2021, In: IEEE Access. 9, p. 15122 - 15132 11 p., 9328834.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)23 Downloads (Pure) -
On the Non-Intrusive Extraction of Residents’ Privacy and Security Sensitive Information from Energy Smart Meters
Schirmer, P. & Mporas, I., 4 Jan 2021, (E-pub ahead of print) In: Neural Computing and Applications.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Downloads (Pure) -
2020
A Multimodal User Interface for an Assistive Robotic Shopping Cart
Ryumin, D., Kagirov, I., Axyonov, A., Pavlyuk, N., Saveliev, A., Kipyatkova, I., Zelezny, M., Mporas, I. & Karpov, A., 8 Dec 2020, In: Electronics. 9, 12Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)124 Downloads (Pure) -
Illegal Logging Detection Based on Acoustic Surveillance of Forest
Mporas, I., Perikos, I., Kelefouras, V. & Paraskevas, M., 21 Oct 2020, In: Applied Sciences. 10, 20, 12 p., 7379.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Downloads (Pure) -
Estimation of the Microbiological Quality of Meat using Rapid and Non-Invasive Spectroscopic Sensors
Fengou, L. C., Mporas, I., Spyrelli, E., Lianou, A. & Nychas, G.-J., 8 Jun 2020, In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)54 Downloads (Pure) -
Iterative Robust Semi-Supervised Missing Data Imputation
Fazakis, N., Kostopoulos, G., Kotsiantis, S. & Mporas, I., 12 May 2020, In: IEEE Access. 8, p. 90555 - 90569 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)53 Downloads (Pure) -
Energy Disaggregation Using Two-Stage Fusion of Binary Device Detectors
Schirmer, P., Mporas, I. & Sheikh-Akbari, A., 1 May 2020, In: Energies. 13, 9, 17 p., 2148.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)29 Downloads (Pure) -
Evaluation of Features in Detection of Dislike Responses to Audio–Visual Stimuli from EEG Signals
Feradov, F., Mporas, I. & Ganchev, T., 20 Apr 2020, In: Computers. 9, 2, 11 p., 33.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)22 Downloads (Pure) -
Sentiment Analysis of Teachers Using Social Information in Educational Platform Environments
Spatiotis, N., Perikos, I., Mporas, I. & Paraskevas, M., 31 Mar 2020, In: International Journal on Artificial Intelligence Tools. 29, 2, 28 p., 2040004.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)99 Downloads (Pure) -
Robust energy disaggregation using appliance-specific temporal contextual information
Schirmer, P., Mporas, I. & Sheikh-Akbari, A., 11 Feb 2020, In: EURASIP Journal on Advances in Signal Processing. 2020, 1, 3.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)37 Downloads (Pure) -
Energy Disaggregation Using Elastic Matching Algorithms
Schirmer, P., Mporas, I. & Paraskevas, M., 6 Jan 2020, In: Entropy. 22, 1, 71.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)21 Downloads (Pure) -
2019
Statistical and Electrical Features Evaluation for Electrical Appliances Energy Disaggregation
Schirmer, P. & Mporas, I., 11 Jun 2019, In: Sustainability. 11, 11, 14 p., 3222.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Citations (Scopus)36 Downloads (Pure) -
Colour Constancy for Image of Non-Uniformly Lit Scenes
Hussain , M. A., Sheikh-Akbari, A. & Mporas, I., 15 May 2019, In: Sensors. 19, 10, p. 1-19 19 p., 2242.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Downloads (Pure) -
2017
Data-Driven Audio Feature Space Clustering for Automatic Sound Recognition in Radio Broadcast News
Mporas, I., Theodorou, T. & Fakotakis, N., 7 Apr 2017, In: International Journal on Artificial Intelligence Tools. 26, 2, 13 p., 1750005.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)128 Downloads (Pure) -
Sociolinguistic Features for Author Gender Identification: From Qualitative Evidence to Quantitative Analysis
Mporas, I., 2 Jan 2017, In: Journal of Quantitative Linguistics. 24, 1, p. 65-84Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)26 Downloads (Pure) -
2016
Spike pattern recognition by supervised classification in low dimensional embedding space
Mporas, I., 1 Jun 2016, In: Brain Informatics. 3, 2, p. 73-83 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)51 Downloads (Pure) -
A high-performance matrix–matrix multiplication methodology for CPU and GPU architectures
Mporas, I., Kelefouras, V., Kritikakou, A. & Kolonias, V., 1 Mar 2016, In: Journal of Supercomputing. 72, 3, p. 804-844 41 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)134 Downloads (Pure) -
Real-Time Management of Multimodal Streaming Data for Monitoring of Epileptic Patients
Mporas, I., Triantafyllopoulos, D. & Megalooikonomou, V., 1 Mar 2016, In: Journal of Medical Systems. 40, 45Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)38 Downloads (Pure) -
Improving classification of epileptic and non-epileptic EEG events by feature selection
Mporas, I., Pippa, E., Zacharaki, E. I., Tsirka, V., Richardson, M. P., Koutroumanidis, M. & Megalooikonomou, V., 1 Jan 2016, In: Neurocomputing. 171, p. 576-585Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Citations (Scopus)41 Downloads (Pure) -
Evaluation and sociolinguistic analysis of text features for gender and age identification
Simaki, V., Mporas, I. & Megalooikonomou, V., 2016, In: American Journal of Engineering and Applied Sciences. 9, 4, p. 868-876 9 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
2015
Classifying tree structures using elastic matching of sequence encodings
Mporas, I., 2 Sept 2015, In: Neurocomputing. 163, p. 151-159 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)35 Downloads (Pure) -
Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients
Mporas, I., 15 Apr 2015, In: Expert Systems with Applications. 42, 6, p. 3227-3233 7 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Citations (Scopus)40 Downloads (Pure) -
2014
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals
Mporas, I., Knas, V. G. & Benz, H. L., 30 Apr 2014, In: IEEE Transactions on Biomedical Engineering. 61, 4, p. 1241-1250 10 p.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Wavelet basis selection for enhanced speech parametrization in speaker verification
Mporas, I., Ganchev, T., Siafarikas, M. & Stoyanova, T., 31 Mar 2014, In: International Journal of Speech Technology. 17, 1, p. 27-36 10 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus)