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Dr. Vassilios Solachidis -
Publications

Journals

  1. E. Patra, A. Kokkinopoulou, S. Wilson-Barnes, K. Hart, L. Gymnopoulos, D. Tsatsou, V. Solachidis, K. Dimitropoulos, K. Rouskas, A. Argyriou, E. Lalama, M. Csanalosi, A. F. H. Pfeiffer, V. Cornelissen, E. Decorte, S. B. Dias, Y. Oikonomidis, J. M. Botana, R. Leoni, D. Russell, E. Mantovani, M. Aleksić, B. Brkić, M. Hassapidou, I. Pagkalos, "Personal goals, user engagement, and meal adherence within a personalized AI-based mobile application for nutrition and physical activity.", Life 2024, 14, 1238. https://doi.org/10.3390/life14101238
  2. T. Kopalidis, V. Solachidis, N. Vretos, P. Daras, "Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets.", Information. 2024; 15(3):135. https://doi.org/10.3390/info15030135
  3. T. Kopalidis, V. Solachidis, N. Vretos, P. Daras, "Advances in Facial Expression Recognition: A Survey ofMethods, Benchmarks, Models, and Datasets.",Information 2024, 15, 135.
  4. A. Blekos, K. Chatzis, M. Kotaidou, T. Chatzis, V. Solachidis, D. Konstantinidis, K. Dimitropoulos, "A Grape Dataset for Instance Segmentation and Maturity Estimation.", Agronomy. 2023; 13(8):1995. https://doi.org/10.3390/agronomy13081995
  5. C. Avgerinos, V. Solachidis, N. Vretos, P. Daras, "Non-Parametric Clustering Using Deep Neural Networks",IEEE Access, vol 8, pp. 153630-153640, 2020. DOI: https://doi.org/10.1109/ACCESS.2020.3017884
  6. H. Leligou, D. Anastasopoulos, N. Vretos, V. Solachidis, E. Kantor, I. Plasilova, E. Girardet, A. Montagna, F. Vlahaki, M. Tountopoulou, "Experiences and Lessons Learnt from the Evaluation of ICT Tools for and with Migrants",Social Sciences, 10(9), 2021. DOI: https://doi.org/10.3390/socsci10090344
  7. H. Leligou, D. Anastasopoulos, A. Montagna, V. Solachidis, N. Vretos, "Combining ICT Technologies to Serve Societal Challenges", Advances in Science, Technology and Engineering Systems Journal, Special Issue on Multidisciplinary Sciences and Engineering 2020-21.
  8. S. Wilson-Barnes, L. Gymnopoulos, K. Dimitropoulos, V. Solachidis, K. Rouskas, D. Russell, Y. Oikonomidis, S. Hadjidimitriou, J. Marıa Botana, B. Brkic, E. Mantovani, S. Gravina, G. Telo, E. Lalama, R. Buys, M. Hassapidou, S. Balula Dias, A. Batista, L. Perone, S. Bryant, S. Maas, S. Cobello, P. Bacelar, S. A. Lanham-New, K. Hart, "PeRsOnalised nutriTion for hEalthy livINg: The PROTEIN project",Nutrition Bulletin, vol.46., no 1, pp. 77-87, Feb 2021.
  9. M. Angelou, V. Solachidis, N. Vretos, P. Daras, "Graph-based Multimodal Fusion with metric learning for multimodal classification",Pattern Recognition, Elsevier, Volume 95, Pages 296-307, , November 2019 https://doi.org/10.1016/j.patcog.2019.06.013
  10. F. Alvarez, M. Popa, V. Solachidis, G. Hernandez, A. Belmonte-Hernandez, S. Asteriadis, N. Vretos, M. Quintana, D. Dotti, T. Theodoridis, P. Daras, "Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients",in IEEE MultiMedia, vol. 25, no. 1, pp. 14-25, Jan.-Mar. 2018.
  11. A. Sanchez-Rico, P. Garel, I. Notarangelo, M. Quintana, G. Hernandez, S. Asteriadis, M. Popa, N. Vretos, V. Solachidis, M. Burgos, A. Girault, "ICT Services for Life Improvement for the Elderly", Studies in health technology and informatics, 242, p.600, 2017

Conference

  1. S. L. Wilson-Barnes, S. A. Lanham-New, L. Gymopoulos, V. Solachidis, K. Dimitropoulos, K. Rouskas, N. Argiriou, D. Tsatsou, J. M. Botana, R. Leoni, N. Merry, E. Lalama, A. Pfeiffer, M. Hassapidou, I. Pagkalos, E. Patra, V. Cornelissen, E. Decorte, S. Balula Dias, Y. Oikonomidis, E. Mantovani, M. Jaksic, B. Brkic, K. Hart, "The evaluation of a personalised nutrition and physical activity tool to facilitate lifestyle changes for adults with poor-quality diets.", Proceedings of the Nutrition Society, 82(OCE1), E42. doi: 10.1017/S0029665123000502
  2. J. Jiménez, J. Mercado, L. Carrasco, V. Ruíz, V. Solachidis, J. Serrano, N. Vretos, F. Álvarez, "Monitoring of motor function in the rehabilitation room", . In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments 2022 Jun 29 (pp. 683-688).
  3. R. Medina-García, C.M. Lozano-Hernández, J. Mercado Gómez, J. Jiménez Ramos, S. Glišović Krivec, M. Steinböck, A. Chiaravalloti, P. Karkazis, V. Solachidis, N. Vretos, J. Serrano, "Virtual assistants and intelligent care environments for long-term patients: A Home set scenario", . In Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments 2022 Jun 29 (pp. 689-693).
  4. V. Solachidis, J. Moreno, G. Hernandez-Penaloza, N. Vretos, F. Alvarez, P. Daras, "TeNDER: Towards Efficient Health Systems through e-Health Platforms Employing Multimodal Monitoring", in IEEE/ACM CHASE Workshop on Artificial Intelligence and Internet of Things for Digital Health, Washington D.C., USA, December 16-17, 2021.
  5. T. Theodoridis, V. Solachidis, K. Dimitropoulos, P. Daras, "A Cross-Modal Variational Framework for Food Image Analysis", IEEE Conference on Image Processing (ICIP 2020), United Arab Emirates, Oct. 2020.
  6. H. Leligou, D. Anastosopoulos, A. Montagna, V. Solachidis, N. Vretos, "Embracing Novel ICT Technologies To Support The Journey From Camp To Job", In IEEE ICME Workshop on ICT and Multimedia Tools for Migrants Inclusion in Host societies (WIMMIH2020), London, England, July 7-11, 2020.
  7. T. Theodoridis, T. Chatzis, V. Solachidis, K. Dimitropoulos, P. Daras, "Cross-Modal Variational Alignment of Latent Spaces", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, USA, June 2020.
  8. T. Theodoridis, V. Solachidis, K. Dimitropoulos, L. Gymnopoulos, P. Daras, "A Survey on AI Nutrition Recommender Systems",12th International Conference on Pervasive Technologies Related to Assistive Environments Conference, June 5-7, 2019, Rhodes, Greece
  9. A. Belmonte-Hernandez, T. Theodoridis, M. Burgos Gonzalez, G. Hernandez-Penaloza, V. Solachidis, J. Jimenez Ramos, F. Alvarez, N. Vretos, L. Carrasco, P. Daras, "A novel Framework for Physical Therapy Rehabilitation Monitoring and Assessment in Parkinson Disease Patients using Depth information",12th International Conference on PErvasive Technologies Related to Assistive Environments Conference (PETRA 2019), June 5-7, 2019, Rhodes, Greece
  10. V. Solachidis, I. Paliokas, N. Vretos, K. Votis, U. Cortιs, D. Tzovaras, "Two examples of online eHealth platforms for supporting people living with cognitive impairments and their caregivers",in PErvasive Technologies Related to Assistive Environments (PETRA), Corfu, Greece, 26-29 Jun. 2018, pp. 449-454. doi: 10.1145/3197768.3201556
  11. T. Theodoridis, V. Solachidis, N. Vretos, P. Daras, "Human fall detection from acceleration measurements using a Recurrent Neural Network",International Conference on Biomedical and Health Informatics Thessaloniki, Greece, 18-21 November 2017
  12. F. Alvarez, M. Popa, N. Vretos, A. Belmonte, S. Asteriadis, V. Solachidis, T. Mariscal, D. Dotti, P. Daras, "Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform",14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29 Aug – 1 Sept, 2017
  13. A. Belmonte-Hernandez, V. Solachidis, T. Theodoridis, G. Hernandez, G. Conti, N. Vretos, P. Daras, F. Alvarez, "Person Tracking Association Using Multi-modal Systems",14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29 Aug – 1 Sept, 2017
  14. T. Theodoridis, D. Dotti, M. Popa, V. Solachidis, N. Vretos, P. Daras, G. Hernandez, F. Alvarez, A. Gonzales Paton, A. Lopez, "ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases",14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29 Aug – 1 Sept, 2017
  15. A. Ceroni, V. Solachidis, C. Niederee, O. Papadopoulou, V. Mezaris, "Expo: An Expectation–oriented System for Selecting Important Photos from Personal Collections", Proc. ACM ICMR 2017, Bucharest, Romania, June 2017.
  16. A. Ceroni, V. Solachidis, M. Fu, N. Kanhabua, O. Papadopoulou, C. Niederee, V. Mezaris, "Investigating Human Behaviors in Selecting Personal Photos to Preserve Memories", Proc. Int. Workshop on Human Memory-Inspired Multimedia Organization and Preservation (HMMP) at the IEEE Int. Conf. on Multimedia and Expo (ICME 2015), Torino, Italy, June-July 2015.
  17. M. Fu, A. Ceroni, V. Solachidis, C. Niederee, O. Papadopoulou, N. Kanhabua, V. Mezaris, "Learning Personalized Expectation-oriented Photo Selection Models for Personal Photo Collections", Proc. Int. Workshop on Human Memory-Inspired Multimedia Organization and Preservation (HMMP) at the IEEE Int. Conf. on Multimedia and Expo (ICME 2015), Torino, Italy, June-July 2015.
  18. K. Apostolidis, V. Solachidis, O. Papadopoulou, V. Mezaris, "Photo Collection Contextualization", Proc. Int. Workshop on Human Memory-Inspired Multimedia Organization and Preservation (HMMP) at the IEEE Int. Conf. on Multimedia and Expo (ICME 2015), Torino, Italy, June-July 2015
  19. A. Ceroni, V. Solachidis, C. Niederee, O. Papadopoulou, N. Kanhabua, V. Mezaris, "To Keep or not to Keep: An Expectation-oriented Photo Selection Method for Personal Photo Collections", Proc. ACM Int. Conf. on Multimedia Retrieval (ICMR 2015), Shanghai, China, June 2015.
  20. P. Mylonas, V. Solachidis, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, P. Smrz, I. Kompatsiaris, I. Avrithis, "Efficient Media Exploitation towards Collective Intelligence", German Classification Society 32nd Annual Conference, Advances in Data Analysis, Data Handling and Business Intelligence Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC)
  21. V. Solachidis, P. Mylonas, A. Geyer-Schulz, B. Hoser, S. Chapman, F. Ciravegna, S. Staab, C. Contopoulos, I. Gkika, P. Smrz, I. Kompatsiaris, I. Avrithis, "Generating Collective Intelligence", German Classification Society 32nd Annual Conference, Advances in Data Analysis, Data Handling and Business Intelligence Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC).

Books Chapters

  1. I. Maniadis, V. Solachidis, N. Vretos, P. Daras, "Data Augmentation Using GANs for 3D Applications",Recent Advances in 3D Imaging, Modeling, and Reconstruction, edited by A. Voulodimos, A. Doulamis, IGI Global, 2020.
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