University of Hertfordshire

Dr Iosif Mporas

Publications

  1. 2022
  2. 2D Transformations of Energy Signals for Energy Disaggregation

    Schirmer, P. & Mporas, I., 22 Sep 2022, In: Sensors. 22, 19, 16 p., 7200.

    Research output: Contribution to journalArticlepeer-review

  3. 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., 30 Aug 2022, (Accepted/In press) In: Journal of Engineering, Design and Technology.

    Research output: Contribution to journalArticlepeer-review

  4. 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 journalArticlepeer-review

  5. Device and Time Invariant Features for Transferable Non-Intrusive Load Monitoring

    Schirmer, P. & Mporas, I., 2 Apr 2022, In: IEEE Open Access Journal of Power and Energy. 9, p. 121-130 10 p.

    Research output: Contribution to journalArticlepeer-review

  6. Comparative Evaluation of Machine Learning Algorithms on Lung Cancer Type Classification from DNA Microarray Data

    Ben Ali, F., Alrifai, D., Braoudaki, M., Adeleke, S. & Mporas, I., 2022.

    Research output: Contribution to conferencePaperpeer-review

  7. Estimation of Cooling Circuits' Temperature in Battery Electric Vehicles using Karhunen Loeve Expansion and LSTM

    Padrós, M. S., Schirmer, P. & Mporas, I., 2022.

    Research output: Contribution to conferencePaperpeer-review

  8. Evaluation of Machine Learning Algorithms on Power Control of Massive MIMO Systems

    Ahmadi, N., Mporas, I., Kourtessis, P. & Senior, J., 2022.

    Research output: Contribution to conferencePaperpeer-review

  9. Hyperspectral Imaging and its Applications for Vein Detection – a Review

    Ndu, H., Sheikh-Akbari, A. & Mporas, I., 2022, In: Aluvalu R ed. Computer Vision applications of Visual AI and Image processing. DE GRUYTER, Berlin, Germany.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

  10. Non-Intrusive Load Monitoring: A Review

    Schirmer, P. & Mporas, I., 2022, In: IEEE Transactions on Smart Grids.

    Research output: Contribution to journalArticlepeer-review

  11. 2021
  12. Opinion Classification via Word and Emoji Embedding Models with LSTM

    Rabbimov, I., Kobilov, S. & Mporas, I., Sep 2021, SPECOM 2021. Springer

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

  13. Low-Frequency Energy Disaggregation based on Active and Reactive Power Signatures

    Schirmer, P. & Mporas, I., 4 May 2021, (Accepted/In press) Proceedings of EUSIPCO 2021.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. 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 journalArticlepeer-review

  15. Uzbek News Categorization using Word Embeddings and Convolutional Neural Networks

    Rabbimov, I., Kobilov, S. & Mporas, I., 9 Mar 2021, 2020 IEEE 14th International Conference on Application of Information and Communication Technologies (AICT) Proceedings. IEEE, 5 p. (14th IEEE International Conference on Application of Information and Communication Technologies, AICT 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  16. Energy and Sustainable Futures

    Mporas, I. (ed.), Kourtessis, P. (ed.), Al-Habaibeh, A. (ed.), Asthana, A. (ed.), Vukovic, V. (ed.) & Senior, J. (ed.), 21 Feb 2021, Springer.

    Research output: Book/ReportBook

  17. 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 journalArticlepeer-review

  18. 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 journalArticlepeer-review

  19. Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma

    Naronglerdrit, P. & Mporas, I., 1 Jan 2021, Deep Learning for Cancer Diagnosis, Series Volume: 908, DOI: , eBook ISBN: : Studies in Computational Intelligence. Vol. 908. p. 79-98

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

  20. Face Masks Usage Monitoring for Public Health Security using Computer Vision on Hardware

    Kolosov, D. & Mporas, I., 2021, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  21. Multivariate Non-Negative Matrix Factorization with Application to Energy Disaggregation

    Schirmer, P. & Mporas, I., 2021.

    Research output: Contribution to conferencePaperpeer-review

  22. Privacy and Security Threats from Smart Meters Technology

    Mporas, I., Robinson, M. & Schirmer, P., 2021.

    Research output: Contribution to conferencePaperpeer-review

  23. 2020
  24. Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information

    Schirmer, P., Geiger, C. & Mporas, I., 18 Dec 2020.

    Research output: Contribution to conferencePaperpeer-review

  25. 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, 12

    Research output: Contribution to journalArticlepeer-review

  26. Update in COVID-19 in the intensive care unit from the 2020 HELLENIC Athens International symposium

    Rello, J., Belliato, M., Dimopoulos, M-A., Giamarellos-Bourboulis, E. J., Jaksic, V., Martin-Loeches, I., Mporas, I., Pelosi, P., Poulakou, G., Pournaras, S., Tamae-Kakazu, M., Timsit, J-F., Waterer, G., Tejada, S. & Dimopoulos, G., 1 Dec 2020, In: Anaesthesia Critical Care & Pain Medicine. 39, 6, p. 723-730 8 p.

    Research output: Contribution to journalReview articlepeer-review

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