Δημοσιεύσεις

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

Artificial Intelligence Applications and Innovations

Maglogiannis, I., Iliadis, L., Karydis, I., Papaleonidas, A. and Chochliouros, I. (eds) (2024)

AIAI 2024 IFIP WG 12.5 International Workshops, IFIP Advances in Information and Communication Technology. Springer Nature Switzerland.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

Mitigating Bias in Time Series Forecasting for Efficient Wastewater Management

Mavrogiorgos, K., Kiourtis, A., Mavrogiorgou, A., Gucek, A., Menychtas, A. and Kyriazis, D. (2024)

In 2024 7th International Conference on Informatics and Computational Sciences (ICICoS). IEEE, pp. 185–190.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification

Fu, K., Luo, X., Qu, L., Wang, S., Xiong, Y., Maglogiannis, I., Gao, L. and Wang, M. (2024)

In Advances in Neural Information Processing Systems 37. Neural Information Processing Systems Foundation, Inc. (NeurIPS), pp. 105090–105113.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

AI4Work Project: Human-Centric Digital Twin Approaches to Trustworthy AI and Robotics for Improved Working Conditions in Healthcare and Education Sectors

Maglogiannis, I., Trastelis, F., Kalogeropoulos, M., Khan, A., Gallos, P., Menychtas, A., Panagopoulos, C., Papachristou, P., Islam, N., Wolff, A., Soares, S., Hansen, S. and Scholze, S. (2024)

In Digital Health and Informatics Innovations for Sustainable Health Care Systems. IOS Press.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method

Lazaros, K., Exarchos, T., Maglogiannis, I., Vlamos, P. and Vrahatis, A.G. (2024)

In Artificial Intelligence Applications and Innovations. Springer Nature Switzerland, pp. 31–41.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

Gamified Crowd Management Utilizing AR and Computer Vision on the Edge

Koulouris, D., Menychtas, A. and Maglogiannis, I. (2024)

In Artificial Intelligence Applications and Innovations. Springer Nature Switzerland, pp. 14–26.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

On the Utilization of Commodity Devices for Efficient Gait Asymmetry Detection

Koulouris, D., Enríquez-Schmidt, J., Menychtas, A., Panagopoulos, C., Killen, B.A., Chatpun, S. and Maglogiannis, I. (2024)

In 2024 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES). IEEE, pp. 396–400.

DOI

2024Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

INSAFEDARE Project: Innovative Applications of Assessment and Assurance of Data and Synthetic Data for Regulatory Decision Support

Gallos, P., Matragkas, N., Islam, S.U., Epiphaniou, G., Hansen, S., Harrison, S., van Dijk, B., Haas, M., Pappous, G., Brouwer, S., Torlontano, F., Abbasi, S.F., Pournik, O., Churm, J., Mantas, J., Parra-Calderón, C.L., Petkousis, D., Weber, P., Dzingina, B., Mraidha, C., Maple, C., Achterberg, J., Spruit, M., Saratsioti, E., Moustaghfir, Y. and Arvanitis, T.N. (2024)

In Digital Health and Informatics Innovations for Sustainable Health Care Systems. IOS Press.

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

Using synthetic camera poses for camera calibration in soccer videos

Mavrogiannis, P. and Maglogiannis, I. (2024)

Multimedia Tools and Applications, 84(18), pp. 18967–18991.

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness

Lamprou, V., Kallipolitis, A. and Maglogiannis, I. (2024)

Computer Methods and Programs in Biomedicine, 253, p. 108238.

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients

Tziomaka, M., Kallipolitis, A., Menychtas, A., Gallos, P., Panagopoulos, C., Vassiliou, A.G., Jahaj, E., Dimopoulou, I., Kotanidou, A. and Maglogiannis, I. (2024)

Machine Learning and Knowledge Extraction, 6(2), pp. 1323–1342.

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients

Jahaj, E., Gallos, P., Tziomaka, M., Kallipolitis, A., Pasias, A., Panagopoulos, C., Menychtas, A., Dimopoulou, I., Kotanidou, A., Maglogiannis, I. and Vassiliou, A.G. (2024)

Information, 15(5), p. 286.

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

Continuous Machine Learning for Assisting AR Indoor Navigation

Kalathas, D., Koulouris, D., Menychtas, A., Tsanakas, P. and Maglogiannis, I. (2024)

SN Computer Science, 5(7).

DOI

2024Άρθρα σε Διεθνή Επιστημονικά Περιοδικά

Bias in Machine Learning: A Literature Review

Mavrogiorgos, K., Kiourtis, A., Mavrogiorgou, A., Menychtas, A. and Kyriazis, D. (2024)

Applied Sciences, 14(19), p. 8860.

DOI

2023Άρθρα σε Πρακτικά Διεθνών Συνεδρίων

Augmented Reality for Indoor Localization and Navigation: The Case of UNIPI AR Experience

Koulouris, D., Menychtas, A. and Maglogiannis, I. (2023)

In Computer Analysis of Images and Patterns. Springer Nature Switzerland, pp. 233–243.

DOI

Δημοσιεύσεις

Αναζήτηση δημοσιεύσεων

Artificial Intelligence Applications and Innovations

Mitigating Bias in Time Series Forecasting for Efficient Wastewater Management

FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification

AI4Work Project: Human-Centric Digital Twin Approaches to Trustworthy AI and Robotics for Improved Working Conditions in Healthcare and Education Sectors

Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method

Gamified Crowd Management Utilizing AR and Computer Vision on the Edge

On the Utilization of Commodity Devices for Efficient Gait Asymmetry Detection

INSAFEDARE Project: Innovative Applications of Assessment and Assurance of Data and Synthetic Data for Regulatory Decision Support

Using synthetic camera poses for camera calibration in soccer videos

On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness

Extracting Interpretable Knowledge from the Remote Monitoring of COVID-19 Patients

Telehealth-Based Information Retrieval and Extraction for Analysis of Clinical Characteristics and Symptom Patterns in Mild COVID-19 Patients

Continuous Machine Learning for Assisting AR Indoor Navigation

Bias in Machine Learning: A Literature Review

Augmented Reality for Indoor Localization and Navigation: The Case of UNIPI AR Experience