PREZANTIM I VEPRIMTARISË MËSIMORE-KËRKIMORE

Arsimi

2000-2004 Diplomë e studimeve universitare (Bachelor)

Në programin e studimeve Analiza dhe Kontrolli i Sistemeve, SPBGPU, Rusi

2004-2006 Diplomë e studimeve pasuniversitare (Master)

Diplomë Master në Inxhinieri dhe Teknologji, drejtimi Analiza dhe Kontrolli i Sistemeve, specializimi Teoria dhe Metodat Matematike të Sistemeve , SPBGPU, Rusi

2004-2006 Diplomë e studimeve pasuniversitare (Master)

Diplomë Master në Inxhinieri dhe Teknologji, drejtimi Informatikë dhe Teknika Llogaritëse, specializimi Informatikë dhe Teknika Llogaritëse , SPBGPU, Rusi

2011-2013 Doktoratë

Fakulteti i Inxhinierisë Matematike dhe Inxhinierisë Fizike, UPT

Eksperienca

Eksperienca

2011 - vazhdim

Personel akademik me kohë të plotë pranë Departamentit të Matematikës, Fakulteti i Inxhinierisë Matematike dhe Inxhinierisë Fizike, UPT

2008 - 2019

Personel akademik i ftuar pranë Departamentit të Statistikës dhe Informatikës së Zbatuar, Fakulteti i Ekonomisë, UT

Fusha kërkimore

• Mësimi automatik (Machine Learning)

• Modelimi statistikor

• Shkenca e Të Dhënave (Data Science)

• Big Data

• Vizualizimi i Të Dhënave (Data Visualization)

Artikuj shkencorë të publikuar në revista Peer-Review

Artikuj shkencorë të publikuar në revista Peer-Review

Artikuj shkencorë si autor i parë ose i dytë me faktor impakti

1. Endri Raço, Arian Beqiraj, Sabina Cenameri, Aurela Jahja. Use of Multivariate Statistical Analysis of Hydrochemical Data for the Identification of the Geochemical Processes in the Tirana-Fushe Kuqe Alluvial Aquifer, North-Western Albania. Journal of Ecological Engineering. 23(8) (2022), 327-340. (Scopus Index, Q3, Current Impact Factor: 2.4)

2. Endri Raço, Kleida Haxhi, Etleva Beliu (Llagami), Oriana Zaçaj; Comparison of Statistical Methods for Claims Reserve Estimation Using R Language, WSEAS Transactions On Mathematics, vol. 21 (2022), pp. 547-552. (Scopus Index, Q4, Current Impact Factor: 1.1)

Artikuj shkencorë si autor i parë ose i dytë me faktor impakti

3. Etleva Beliu, Endri Raço, Kleida Haxhi, Oriana Zaçaj, Kostaq Hila. Two Statistical Methods to Analyze the Role of CHA2DS2VASc Score in Patients with STEMI, WSEAS Transactions On Mathematics vol. 21 (2022), pp. 461-467. (Scopus Index, Q4, Current Impact Factor: 1.1)

4. Oriana Zaçaj, Endri Raço, Kleida Haxhi, Etleva Llagami, Kostaq Hila. Bootstrap Methods for Claims Reserving: R Language Approach, WSEAS Transactions On Mathematics, vol. 21 (2022), pp. 252-259. (Scopus Index, Q4, Current Impact Factor: 1.1)

Referime në konferenca ndërkombëtare

Referime në konferenca ndërkombëtare

1. Endri RAÇO, International European Conference on Interdisciplinary Scientific Researches, SPSS to R: Shiny dashboard approach to converting tool, Valencia, Spain, 28-29 January 2022.

2. Endri RAÇO, New Trends in Mathematical Sciences, “International Symposium on Applied Mathematics and Engineering” (ISAME 2022), Social Housing in Albania: Using Shiny to enhance visualization and interpretation of study key findings, Istanbul, Turkey 21-23 January 2022

Referime në konferenca ndërkombëtare

3. Endri RAÇO, International Liberty Interdisciplinary Studies Conference, General overview and characteristics of domestic violence on children in Albania, Manhattan, New York, 16-17 January 2022.

4. Endri RAÇO, Kleida Haxhi, Etleva Llagami, Oriana Zaçaj, 1st International Applied Statistics Conference, Modeling the Frequency of Auto Insurance Claims in the Albanian Market, Tokat, Turkey, 1- 4 October, 2020.

5. Endri RAÇO, Alma Kondi, International Conference on Applied Statistics and Econometrics (ICASE 2017), Albanian Institute of Statistics Approach to R Language, Epoka University and INSTAT, Albania, 2017.

Publikime në proceedings

Publikime në proceedings

1. Endri RAÇO, “SPSS to R: Shiny dashboard approach to converting tool”, Proceedings of International European Conference on Interdisciplinary Scientific Researches, 28-29 January 2022, Valencia, Spain, pp: 500-504, ISBN: 978-625-7464-71-0.

2. Endri RAÇO, “Social Housing in Albania: Using Shiny to enhance visualization and interpretation of study key findings”, Proceedings of the International Symposium on Applied Mathematics and Engineering (ISAME 2022), 21-23 January 2022, Istanbul, Turkey, Special issue of NEW TRENDS IN MATHEMATICAL SCIENCES, ISAME2022-Proceedings, Year: 2022, Volume: 10, Issue: 1, (MAR ISAME2022-Proceedings), pp: 038-041. ISSN Online: 2147-5520.

Publikime në proceedings

3. Endri RAÇO, “General overview and characteristics of domestic violence on children in Albania”, Proceedings of International Liberty Interdisciplinary Studies Conference, 16-17 January 2022, Manhattan, New York, pp: 212-217, ISBN: 978-1-955094-19-1.

Titullar lënde

Kam zhvilluar ciklin/et e plota të leksioneve për periudhën 2017-vazhdim:

• Statistikë Programi i studimit: Bachelor në Inxhinieri Fizike.

• Statistikë e Aplikuar Programi i studimit: Master i Shkencave në Inxhinieri Matematike.

• Analizë Matematike 1 Programi i studimit: Bachelor në Inxhinieri Materiale/Tekstil & Modë.

• Probabilitet Programi i studimit: Bachelor në Mekatronikë.

Veprimtari mbështetëse institucionale

Pas fitimit të gradës shkencore Doktor, kam marrë pjesë në:

komitete shkencore apo redaktuese

• Editorial Board of Prizren Social Science Journal

https://prizrenjournal.com/index.php/PSSJ/about/editorialTeam/

Veprimtari mbështetëse institucionale

Peer Reviewer

• The R Journal (ISSN: 2073-4859)

https://journal.r-project.org/

• WSEAS Transactions on Mathematics (Print ISSN: 1109-2769, E-ISSN: 2224-2880

https://wseas.com/journals/mathematics/2022.php

• OSJI Open Science Journal (ISSN 2466-4308 (Online))

https://osjournal.org/

Veprimtari mbështetëse institucionale

Projekte kërkimore-shkencore në nivel drejtuesi, koordinatori ose anëtari

International Study

Predictive Modelling: Migration Impact on the Albanian Workforce and Skills Development Needs, from a gender perspective, in Albania, IOM, 2022

• Tomáš Kučera (Charles University in Prague)

• Andrea Salvini (UCL University)

• Endri Raço (UPT)

• Endri Shabani (London School of Economics)

Veprimtari mbështetëse institucionale

Projekte kërkimore-shkencore në nivel drejtuesi, koordinatori ose anëtari

National Study

Social Housing in Albania (UNDP/UNSSIA), 2016

https://www.undp.org/sites/g/files/zskgke326/files/migration/al/ReportWord-data-base-social-housing-final.pdf

Veprimtari mbështetëse institucionale

Projekte kërkimore-shkencore në nivel drejtuesi, koordinatori ose anëtari

• Jean Monnet Project (Innovative STEM teaching practices in Albania towards European Integration)

https://www.jeanmonnet-ista.eu/

• Supported Continuous Unemployed Learning” (SCUL) project, 2022 - vazhdim

• Justice Without Delays Project (OSCE), 2019-2020

• Skills for Jobs Project (SwissContact), 2019

Veprimtari dhe kontribute të tjera

Drejtues i grupit mësimor-kërkimor të Statistikës, Departamenti i Inxhinierisë Matematike, FIMIF, Universiteti Politeknik i Tiranes.

Pjesmarrës në bordin organizativ të konferencës ICEAS 2017 organizuar FIMIF/UPT

Kam pasur rolin e koordinatorit për programin studimor MP Analizë Sistemesh

Veprimtari dhe kontribute të tjera

Kam udhëhequr studentë në diploma Bachelor dhe Master.

Kam hartuar programet e të gjitha lëndëve ku kam qenë lektor.

Kam marrë pjesë në komisione të ndryshme vlerësimi për diplomat në Bachelor dhe Master.

Anëtar i këshillit drejtues të Shoqatës Shqiptare të Matematikës

Veprimtari dhe kontribute të tjera

Paper

Oriana Zaçaj, Etleva Beliu Endri Raço, Kleida Haxhi, Kostaq Hila. Comparative Approach of Tracking COVID-19 in Balkan Countries Using Interactive Web-Based Dashboard. Interdisciplinary Perspective on Infectious Diseases. 2022 Dec 21;2022:8627956. doi: 10.1155/2022/8627956. PMID: 36589316; PMCID: PMC9797292.

Covid 19 Situation in Balkan Countries

Conclusions

Using open-source tools to create dashboards to track and monitor COVID-19 indicators at the country or regional level represents an easy and low-budget approach, which can be easily implemented by health institutions in countries similar to the Balkans.

Such dashboards are not limited to COVID-19 but can be easily adapted to perform similarly in tracking epidemic situations for various viral diseases.

This research calls for cooperation between the governments of Balkan countries in sharing the information collected as quickly as possible with all offices and agencies responsible for public health in the Balkans.

The results of the research will hopefully serve as an example of how this type of cooperation can be implemented in practice by using small amounts of funds aimed at combating the epidemic to create similar tools.

Paper

Endri Raço, Arian Beqiraj, Sabina Cenameri, Aurela Jahja. Use of Multivariate Statistical Analysis of Hydrochemical Data for the Identification of the Geochemical Processes in the Tirana-Fushe Kuqe Alluvial Aquifer, North-Western Albania. Journal of Ecological Engineering. 23(8) (2022), 327-340. (Scopus Index, Q3, Current Impact Factor: 2.4)

Conclusions

The multivariate statistical methods of PCA and HCA were applied in close combination with conventional techniques of geochemistry for a better understanding of the factors and processes that control groundwater geochemical composition. Piper and Chadha geochemical diagrams distinguished four compositional groundwater groups,

Conclusions

Conclusions

Component PC1 that explains 40.35% amount of the overall variance, is described by very high positive loadings of TH, Ca2+, and Mg2+, indicating the that dissolution of carbonate rocks was the main process in the aquifer recharge zone.

Component PC2, that explains 25.74% amount of the total variance, is described by very high positive loadings in Na+ , K+ , and Cl- and moderate to high loadings of TDS revealing the involvement of seawater intrusion and diffusion from clay layers.

Conclusions

Conclusions

HCA classified the 71 groundwater samples into four clusters (C1–C4).

Cluster C1 is dominated by the Na-Cl water type and represents the coastal subgroup of G3 where groundwater is significantly affected by sea water intrusion.

Cluster C2 includes 42 samples of G2 from south, southeast and east recharge area having the Ca-Mg-HCO3 water type.