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Παύλος Κόλιας

Παύλος Κόλιας

Λέκτορας
Ερευνητικός Συνεργάτης
Department:

Ο Παύλος Κόλιας είναι κάτοχος πτυχίου (BSc) στα Μαθηματικά και μεταπτυχιακού διπλώματος (MSc) στη Στατιστική και Μοντελοποίηση (με διάκριση) από το Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης. Επί του παρόντος, είναι υποψήφιος διδάκτορας στο τελευταίο έτος των σπουδών του στο Τμήμα Μαθηματικών του Αριστοτελείου Πανεπιστημίου Θεσσαλονίκης, όπου ασχολείται με τη θεωρία των μη ομογενών ημι-Μαρκοβιανών συστημάτων ανώτερης τάξης. Για τις διδακτορικές του σπουδές, έχει λάβει δύο ετήσιες υποτροφίες από το Ίδρυμα Α.Γ. Λεβέντη και δύο υποτροφίες από το Τμήμα Μαθηματικών του Αριστοτελείου Πανεπιστημίου Θεσσαλονίκης. Έχει δημοσιεύσει ερευνητικά άρθρα σε διεθνή επιστημονικά περιοδικά με κριτές και έχει παρουσιάσει την έρευνά του σε διεθνή συνέδρια. Τα κύρια ερευνητικά του ενδιαφέροντα περιλαμβάνουν τις στοχαστικές διαδικασίες, τη θεωρία πιθανοτήτων και τη στατιστική, με εφαρμογές στην Ψυχολογία, την Επιστήμη του Αθλητισμού και θέματα που σχετίζονται με την Υγεία. Τέλος, είναι μέλος της Αμερικανικής Στατιστικής Ένωσης (ASA) και του Διεθνούς Στατιστικού Ινστιτούτου (ISI).

Προπτυχιακά

CPS1705 – Ανακαλύπτοντας την Επιστήμη

CPS2717 – Μέθοδοι Ψυχολογικής Έρευνας

CPS2718 – Στατιστική

Μεταπτυχιακά

CPS6708 – Ερευνητικές Μέθοδοι

Στοχαστικές διαδικασίες, Ανάλυση χρονοσειρών, Μπεϋζιανή στατιστική, Βιοστατιστική, Στατιστική συμπερασματολογία, Μηχανική μάθηση

Προφίλ ORCID: Δραστηριότητες έρευνας και καινοτομίας

Επιστημονικά περιοδικά με κριτές

Georgiou, N., Kolias P., & Chouvarda, I. (2024). Machine learning models for the classification of histopathological images of colorectal cancer. Applied Sciences, 14(22).

Kouimtzi, E. M., Frosi, L., & Kolias, P. (2024). Identifying troublesome behavior in the classroom: Greek teachers’ and parents’ views. European Journal of Psychology and Educational Research, 7(4), 191-205.

Psomas, T., O’Sullivan, P., Kolias, P., O’Donovan, A., & Wargocki, P. (2024). Gender Differences in the Perception of the Indoor Environment: Findings from Residential Buildings in a Nordic Climate. Indoor Environments, 100052.

Varamenti, E., Pullinger, S. A., Kolias, P., & Chini, V. (2024). Identification of specific injury-related SNPs in high-level athletes of Arab origin: a pilot study. Heliyon.

Grigoriadou, E., Kolias, P., Theocharidou, M., & Gkioka, M. (2024). Psychometric properties of the Oxford Happiness Questionnaire Short Form (OHQ-SF) in a Greek student sample. Discover Psychology, 4(1), 1-12.

Chatzimichail, C., Kolias, P., & Papadopoulou, A. (2024). Cost Evaluation for Capacity Planning Based on Patients’ Pathways via Semi-Markov Reward Modelling. Mathematics, 12(10), 1430.

Psomas, T., Teli, D., Donovan, A. O., Kolias, P., & Langer, S. (2024). Association of Perceived Thermal Comfort and Air Quality with Building-and Occupant-Related Characteristics and Environmental Parameters in Sweden. Energies, 17(6), 1471.

Papageorgiou, V. E., & Kolias, P. (2024). A novel epidemiologically informed particle filter for assessing epidemic phenomena. Application to the monkeypox outbreak of 2022. Inverse Problems, 40(3).

Alexidis, P., Kolias, P., Mentesidou, V., Topalidou, M., Kamperis, E., Giannouzakos, V., Efthymiadis, K., Bangeas, P., & Timotheadou, E. (2023). Investigating Predictive Factors of Dysphagia and Treatment Prolongation in Patients with Oral Cavity or Oropharyngeal Cancer Receiving Radiation Therapy Concurrently with Chemotherapy. Current Oncology, 30(5).

Psomas, T., Kolias, P., Teli, D., & Langer, S. (2023). Influence of indoor environmental quality and dwelling satisfaction aspects on overall satisfaction: Findings from a Swedish national survey. In E3S Web of Conferences (Vol. 396, p. 01033). EDP Sciences.

Kolias, P., & Pliafa, O. (2022). The Relationship between Quality of Life and Physical Exercise with Depression and Perceived Stress during the Second COVID-19 Lockdown in Greece. Psych, 4, 549-559.

Tsamos, P., Kolias, P., Lambropoulou, D., & Noli, F. (2022). Distribution and temporal variability of uranium and toxic metal(loid)s in snow and rainwater from an oil industry and urban area in Thessaloniki-Greece. Science of The Total Environment, 838(1).

Alexidis, P., Bangeas, P., Efthymiadis, K., Drevelegkas, K., & Kolias, P. (2022). Investigating factors associated to dysphagia and need for percutaneous endoscopic gastrostomy in patients with head and neck cancer receiving radiation therapy. Journal of Cancer, 13(5).

Kolias, P. (2022). Applying Benford’s law to COVID-19 data: The case of the European Union. Journal of Public Health, 44(2).

Stavropoulos, N., Papadopoulou, A., & Kolias, P. (2021). Evaluating the Efficiency of Off-Ball Screens in Elite Basketball Teams via Second-Order Markov Modelling. Mathematics, 9(16).

Georgiou, A. C., Papadopoulou, A., Kolias, P., Palikrousis, H., & Farmakioti, E. (2021). On State Occupancies, First Passage Times and Duration in Non-Homogeneous Semi-Markov Chains. Mathematics, 9(15).

Kolias, P., Stavropoulos, N., Papadopoulou, A., & Kostakidis, T. (2021). Evaluating basketball player’s rotation line-ups performance via statistical markov chain modelling. International Journal of Sports Science & Coaching, 17(1).

Stavropoulos, N., Kolias, P., Papadopoulou, A., & Stavropoulou, G. (2021). Game related predictors discriminating between winning and losing teams in preliminary, second and final round of basketball world cup 2019. International Journal of Performance Analysis in Sport, 21(3).

Kolias, P., & Papadopoulou, A. (2019). Investigating some attributes of periodicity in DNA sequences via semi-Markov modelling. Springer Proceedings in Mathematics and Statistics. Volume: Stochastic Processes, Statistical Methods, and Engineering Mathematics — SPAS 2019, Västerås, Sweden, September 30 – October 2.

Noli, F., Papadopoulos, P., Kolias, P., Tsiridis, E., Papavasiliou, K., & Sayegh, F. (2019). Neutron activation analysis for determination of metal ions in biological fluids of patients after CoCrMo arthroplasty. Journal of Radioanalytical and Nuclear Chemistry, 322(2).

Παρουσιάσεις σε συνέδρια

On the properties of inverted repeats and word frequencies in DNA sequences via semi-Markov modeling (Joint work with A. Papadopoulou and A.C. Georgiou), 10th International Workshop on Applied Probability (IWAP), Thessaloniki, Greece, 2023.

Markov modeling for the evaluation of basketball performance (Joint work with A. Papadopoulou and S.I. McClean), Stochastic Modeling Techniques and Data Analysis International Conference (SMTDA), Athens, Greece, 2022.

Statistical modeling for the evaluation of basketball performance (Joint work with A. Papadopoulou and N. Stavropoulos), AUEB Sports Analytics Workshop 2021 (SAW2021), Athens, Greece, 2021.

Investigating some attributes of quasi-periodicity in DNA sequences via semi-Markov modelling (Joint work with A. Papadopoulou), International Conference on Stochastic Processes and Algebraic Structures (SPAS2019), Västerås, Sweden, 2019.

Investigating some attributes of periodicity in DNA sequences via semi-Markov modelling (Joint work with A. Papadopoulou), 18th Conference of the Applied Stochastic Models and Data Analysis (ASMDA), Florence, Italy, 2019.

Optokinetic signal analysis with feature extraction, 31st Panhellenic Statistics Conference, Lamia, Greece, 2018.

Seminar in advanced quantitative methods in behavioural sciences, Psychological Society of Northern Greece, Thessaloniki, Greece, 2018

Ill-conditioned systems and error estimation (Joint work with N. Papantonis), 10th International Week dedicated to Mathematics, Thessaloniki, Greece, 2018.

Using history and computer applications in Mathematics teaching (joint work with D. Havouzi), 9th International Week dedicated to Mathematics, Thessaloniki, Greece, 2017.

Σπουδές

  • MSc in Statistics and Modelling, Aristotle University of Thessaloniki, Greece
  • BSc in Mathematics, Aristotle University of Thessaloniki, Greece

Επικοινωνία

Email: pkolias@yorkeuropecampus.eu
Τηλέφωνο: 2310 692020
Γραφείο: Galini Campus

Teaching info

Programme:
Στοιχεία επικοινωνίας
Θεσσαλονίκη
Πληροφορίες/Εγγραφές
Λέοντος Σοφού 3, 546 26, Θεσσαλονίκη
τηλ: (+30) 2310 224026
Email: acadreg@yorkeuropecampus.eu
 
 
Αθήνα
Σοφίας Σλήμαν 3, 115 26, Αθήνα
Email: athenscampus@yorkeuropecampus.eu
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