Journal of Intelligent and Multidisciplinary Computing

Panagiotis Vlamos is a Full Professor, Member of the Governance Board of the Ionian University and Scientific Director of the Bioinformatics and Human Electrophysiology Laboratory (BiHELab) at the Ionian University. He has authored more than 200 papers in peer-reviewed journals and conference proceedings as well as 16 educational books. The topics of his papers are Mathematical Modelling, Applied and Discrete Mathematics as well as Bioinformatics. His main research interest ισ to help bridge the translational gap from data to models and from models to drug discovery and personalized therapy by developing quantitative deterministic approaches to biological and clinical problems by utilizing high-performance computing. He is the founder of the series of the World Congresses GeNeDis (“Genetics, Geriatrics and Neurodegenerative Diseases Research”), organized every two years starting from 2014. He also founded the Master’s Program “Bioinformatics & Neuroinformatics” and is the editor of the Handbook of Computational Neurodegeneration that will be published by Springer International Publishing.

• Artificial Intelligence and Machine Learning
• Artificial Intelligence and Machine Learning
• Intelligent Systems for Neurodegenerative Disease Analysis
• Computational Biomarkers and Digital Health
• Bioinformatics and Computational Biology

1. Chairman of the University Research Center of the Ionian University, overseeing interdisciplinary research strategy, funding coordination, and innovation activities
2. Professor in the Department of Informatics at Ionian University with long-standing academic, teaching, and research responsibilities
3. Visiting Professor at Wilfrid Laurier University (Canada), contributing to international teaching and collaborative research
4. Laboratory Director of BiHELab (Bioinformatics & Human Electrophysiology Lab), leading research in computational biomarkers, neuroinformatics, and neurodegenerative diseases
5. Head of the Department of Informatics (2012-2020), responsible for academic leadership, curriculum development, and departmental research growth
6. Active researcher in mathematical modeling, applied mathematics, reaction-diffusion systems, and nonlinear nonlocal problems
7. Extensive research activity in bioinformatics, computational neuroscience, neurodegeneration, computational omics, and digital biomarkers for diseases such as Parkinson's and Alzheimer's
8. Author and co-author of a very large body of peer-reviewed journal articles in mathematics, computer science, artificial intelligence, bioinformatics, medical informatics, and educational technology
9. Contributor to numerous international conference proceedings, presenting original research in applied mathematics, AI, image processing, biomedical informatics, and neuroinformatics
10. Author and editor of books, book chapters, educational textbooks, and digital learning material in mathematics, bioinformatics, and computational sciences
11. Principal investigator and senior researcher in multiple national and international funded research projects, including NEUROPHARMA, NEUROPROGRESSION, NEUROSYSTEM, NEUROTRIAL, NEUROEDUCATION, BIODIANEA, and EU-funded initiatives
12. Active involvement in European research infrastructures and digital libraries such as the European Digital Mathematics Library (EuDML)
13. Significant contribution to interdisciplinary research combining mathematics, artificial intelligence, biomedical sciences, neuroscience, education, and health informatics
14. Supervision and mentoring of postgraduate and doctoral research students across mathematics, informatics, and biomedical computing fields
15. Active participant and keynote speaker in international scientific conferences, workshops, and symposia across Europe and beyond
16. Contributor to Greek and international scientific conferences and journals, supporting the dissemination of research in both English and Greek academic communities

1. Lacey A.A., Tzanetis D.E., Vlamos P.M., Behaviour of a non-local reactive convective problem modelling ohmic heating of foods, Quarterly Journal of Mechanics and Applied Mathematics, 52(4), 1999, 623-644.
2. Polyzou A., Vlamos P.M., Dimakos G.M., Yakoumis I.V., Kontogeorgis G.M., Assessment of activity coefficient models for predicting solid-liquid equilibria of asymmetric binary alkane systems, Industrial & Engineering Chemistry Research, 38, 1999, 316-323.
3. Vlamos P.M., Heat conduction dominated by electromagnetic radiation, Bulletin of the Greek Mathematical Society, 41, 1999, 101-108.
4. Kontogeorgis G.M., Vlamos P.M., Bilchev S.J., Limiting cases of thermodynamic functions, Bulletin of the University of Baia Mare, XV(1-2), 1999, 9-16.
5. Vlamos P.M., Behavior of reaction-diffusion problems with critical values out of the spectrum, Annals of Ovidius University - Mathematics Series, 7(2), 1999, 81-88.
6. Kontogeorgis G.M., Yakoumis I.V., Vlamos P.M., Application of the sCPA equation of state for polymer solutions, Computational and Theoretical Polymer Science, 10, 2000, 501-506.
7. Coutinho J.A.P., Vlamos P.M., Kontogeorgis G.M., General form of the cross-energy parameter of equations of state, Industrial & Engineering Chemistry Research, 39, 2000, 3076-3082.
8. Kontogeorgis G.M., Vlamos P.M., Interpretation of the behavior of EoS/GE models for asymmetric systems, Chemical Engineering Science, 55, 2000, 2351-2358.
9. Psarakos P.J., Vlamos P.M., The q-numerical range of matrix polynomials, Linear and Multilinear Algebra, 47, 2000, 1-10.
10. Baralis G., Malafekas T., Rappos E., Vlamos P., Instruction of Euclidean geometry using educational software in multilingual classes, Teaching of Mathematics, III(2), 2000, 105-113.
11. State L., Vlamos P., Informational analysis of the genetic search, Annals of Bucharest University, XLIX, 2000, 113-122.
12. Vlamos P.M., Diffusion dependence and stability in a porous media plasma physics model, Annals of University Spiru Haret, 2000.
13. State L., Vlamos P., POMDP modelling in the analysis of genetic algorithms, Annals of Bucharest University, XLIX, 2000, 123-133.
14. Tzanetis D.E., Vlamos P.M., A nonlocal problem modelling ohmic heating with variable thermal conductivity, Nonlinear Analysis: Real World Applications, 2, 2001, 443-454.
15. Tzanetis D.E., Vlamos P.M., Special cases of a nonlocal problem modelling ohmic heating, Proceedings of the Edinburgh Mathematical Society, 44, 2001, 585-595.
16. Velikova E., Bilchev S.J., Vlamos P.M., Hard problems created by gifted students, Revista Escolar de la Olimpiada Iberoamericana de Matemáticas, 2, 2002.
17. Vlamos P.M., Estimations of blow-up time in nonlinear nonlocal problems, Bulletin of the University of Pitesti, 8, 2002, 189-198.
18. Vlamos P.M., Behavior of the first eigenvalue in reaction-diffusion processes, Bulletin of the Technical University of Bucharest, 2, 2003, 69-74.
19. State L., Cocianu C., Vlamos P., Neural network PCA with applications in image compression, Journal of Systemics, Cybernetics and Informatics, 2(6), 2005.
20. State L., Cocianu C., Vlamos P., Image restoration using noisy sample features, Informatica Economica, 41(1), 2007, 73-78.
21. Vlamos P.M., Regularity of solutions of reaction-diffusion problems, Far East Journal of Applied Mathematics, 26(1), 2007, 59-64.
22. Vlamos P.M., Convergence of stationary solutions of reaction-diffusion problems, Journal of Interdisciplinary Mathematics, 10(4), 2007, 553-557.
23. Cocianu C., State L., Vlamos P., Principal axes-based classification with application in Gaussian distributed sample recognition, Economic Computation and Economic Cybernetics Studies and Research, 41, 2007.
24. State L., Cocianu C., Stefanescu V., Vlamos P., Fuzzy modelling and Bayesian inference network, Informatica Economica, 44(4), 2007.
25. Vlamos P.M., Lower bounds of blow-up time for reactions, Journal of Interdisciplinary Mathematics, 11(1), 2008, 67-75.
26. Panayotopoulos A., Vlamos P., Meandric polygons, Ars Combinatoria, 87, 2008, 147-159.
27. Floros A., Avlonitis M., Vlamos P., Frequency-domain stochastic error concealment for wireless audio applications, Mobile Networks and Applications, 13, 2008, 357-365.
28. Arvanitis M., Vlamos P., Bayesian analysis of data and model uncertainty in 3D seismic travel-time tomography, Central European Journal of Geosciences, 1(2), 2009, 227-231.
29. Sioutas S. et al., Vlamos P., Canonical polygon queries on the plane: A new approach, Journal of Computers, 4(9), 2009, 913-919.
30. Alexiou A., Psiha M., Vlamos P., Combinatorial permutation-based algorithm for representation of closed RNA secondary structures, Bioinformation, 7, 2011, 91-95.
31. Alexiou A., Psiha M., Vlamos P., Stochastic models for protein synthesis and RNA-protein interaction, Computer Technology and Application, 7(2), 2011.
32. Alexiou A., Vlamos P., Motzkin classes for joint RNA secondary structures, Bioinformation, 6(4), 2011, 162-163.
33. Giannakos M., Vlamos P., Educational webcasts' acceptance and experience effects, British Journal of Educational Technology, 44(1), 2012, 125-143.
34. Giannakos M., Vlamos P., Using webcasts in education: effectiveness evaluation, British Journal of Educational Technology, 44(3), 2012, 432-441.
35. Vlamos P., Lefkimmiatis K., Cocianu C., State L., Luo Z., Artificial intelligence applications in biomedicine, Advances in Artificial Intelligence, 2012.
36. Panayotopoulos A., Vlamos P., Compression of meanders, Journal of Discrete Mathematics, 2013.
37. Cocianu C., State L., Mircea M., Vlamos P., Faster gradient ascent learning algorithm for nonlinear SVM, ISRN Applied Mathematics, 2013.
38. Vlamos P., Chrissikopoulos V., Psiha M., Building vulnerability: an interdisciplinary concept, Key Engineering Materials, 628, 2014, 193-197.
39. Vlamos P., Pateli A., Psiha M., Hybrid model for measurement of building vulnerability, Key Engineering Materials, 628, 2014, 237-242.
40. Giannakis K. et al., Vlamos P., Associating ω-automata to path queries on linked data, Engineering Applications of Artificial Intelligence, 51, 2016, 115-123.
41. Spathis D., Vlamos P., Diagnosing asthma and chronic obstructive pulmonary disease with machine learning, Health Informatics Journal, 25(3), 2019, 811-827.
42. Vlamos P., Kotsireas I.S., Vlachakis D., Complexity in medical informatics, Complexity, 2019.
43. Vlamos P., Novel modelling methodologies for Parkinson's disease, AIMS Neuroscience, 7(2), 2020, 89-93.
44. Buegler M. et al., Vlamos P., Digital biomarker-based individualized prognosis for dementia, Alzheimer's & Dementia, 12(1), 2020.
45. Krokidis M.G., Exarchos T.P., Vlamos P., Data-driven biomarker analysis in neurodegenerative disease progression, Mathematical Biosciences and Engineering, 18(2), 2021, 1813-1832.
46. Vlachakis D. et al., Vlamos P., Improving polygenic risk scores as biomarkers for Alzheimer's disease, Cells, 10(7), 2021, 1627.
47. Krokidis M.G. et al., Vlamos P., Sensor-based perspective in early-stage Parkinson's disease, Sensors, 22(2), 2022, 409.
48. Lacey A.A., Tzanetis D.E., Vlamos P.M., Global existence and finite-time blow-up of a nonlocal hyperbolic problem modelling ohmic heating of foods, Pitman Research Notes in Mathematics, 1998.
49. Vlamos P.M., Diffusion dominated by the source term in nonlinear nonlocal models, World Scientific, 2000.
50. Bilchev S.J., Vlamos P.M., Improvements of the Finsler-Hadwiger inequality, World Federation of National Mathematical Competitions, 2002.
51. Velikova E., Bilchev S.J., Vlamos P.M., Student hard geometry problems, World Federation of National Mathematical Competitions, 2002.
52. Vlamos P.M., Inequalities involving composite numbers, Piraeus University, 2006.
53. Alexandris N., Alexiou A., Vlamos P., Hidden Markov models for biological data representation, Piraeus University, 2010.
54. Mathematics (technical lyceum textbook), OEDB, 1999.
55. Educational software in analytic geometry (CD-ROM), NTUA, 1999.
56. Number theory, Hellenic Mathematical Society, 2000.
57. Geometry for lyceum, OEDB, 2001.
58. Euclid Elements - Number theory VII-X, KEEPEK, 2001.
59. Balkan Mathematical Olympiad books, Hellenic Mathematical Society, 2002.
60. Mathematics I & II instructional materials and webcasts, Hellenic Open University, 2005-2008.