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14.01.1969
51907739
avar.pentel@taltech.ee

Career

Institutions and positions
01.08.2019–...   
Tallinn University of Technology , School of Engineering, Virumaa College, Lecturer (0,75)
2010–...   
Tallinn University, Institute of Informatics, PhD student (1,00)
01.01.2001–...   
Gymnasium of Toila. IT manager, teacher
01.01.2002–31.12.2005   
Gymnasium of Johvi. IT manager
01.01.1999–31.12.2005   
City Office of Johvi. Webmaster
01.01.1997–31.12.1999   
Municipality of Tudulinna. Mayor
01.01.1994–31.12.1997   
Congregation of St. Jacob's Church of EELC. Clergyman
01.01.1992–31.12.1994   
Congregation of St. Isaac's Church of EELC. Clergyman
01.01.1989–31.12.1992   
Congregation of St. Michel's Church of EELC. Official, Clergyman
 
 
Education
2010–...   
Tallinn University, Institute of Informatics; PhD student
2007–2009   
Tallinn University of Technology - Engineering Educator (MA)
2003–2006   
Tallinn University - Computer Science (MSc)
1989–1996   
Institute of Theology of the EELC- Theology (MA)
 
 
R&D related managerial and administrative work
2006−...   
Member of IEEE and IEEE computer society

Qualifications

 
 
Fields of research
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.6. Computer Sciences
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.6. Computer Sciences; CERCS CLASSIFICATION: P176 Artificial intelligence
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.7. Telecommunications; CERCS CLASSIFICATION: T180 Telecommunication engineering
 
 

Publications

Category
Year
Publication
 
3.1.
2020
3.1.
2020
3.1.
2018
3.1.
2017
3.1.
2017
3.1.
2017
3.1.
2015
3.1.
2015
3.1.
2015
3.1.
2015
3.1.
2015
23.06.2020
14.01.1969
51907739
avar.pentel@taltech.ee

Teenistuskäik

Töökohad ja ametid
01.08.2019–...   
Tallinna Tehnikaülikool, Inseneriteaduskond, Virumaa kolledž, Lektor (0,75)
2010–...   
Tallinna Ülikool, Informaatika Instituut, Doktorant (1,00)
01.01.2001–...   
Toila Gümnaasium. IT juht, õpetaja
01.01.2002–31.12.2005   
Jõhvi Gümnaasium. IT juht
01.01.1999–31.12.2005   
Jõhvi Linnavalitsus. Webmaster
01.01.1997–31.12.1999   
Tudulinna Vallavalitsus. Vallavanem
01.01.1994–31.12.1997   
EELK Viru-Jaakobi kogudus. Vaimulik
01.01.1992–31.12.1994   
EELK Iisaku kogudus. Vaimulik
01.01.1989–31.12.1992   
EELK Jõhvi Kogudus. Kantseleiamtenik, vaimulik
 
 
Haridustee
2010–...   
Tallinna Ülikool, Informaatika Instituut; Doktorant
2007–2009   
Tallinna Tehnikaülikool - Insenerpedagoogika (MA)
2003–2006   
Tallinna Ülikool - Informaatika (MSc)
1989–1996   
EELK Usuteaduse Instituut - Teoloogia
 
 
Teadusorganisatsiooniline ja -administratiivne tegevus
2006−...   
IEEE ning IEEE computer society liige

Kvalifikatsioon

 
 
Teadustöö põhisuunad
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused; CERCS KLASSIFIKAATOR: P176 Tehisintellekt
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.7. Info- ja kommunikatsioonitehnoloogia; CERCS KLASSIFIKAATOR: T180 Telekommunikatsioonitehnoloogia

Publikatsioonid

Klass
Aasta
Publikatsioon
 
3.1.
2020
3.1.
2020
3.1.
2018
3.1.
2017
3.1.
2017
3.1.
2017
3.1.
2015
3.1.
2015
3.1.
2015
3.1.
2015
3.1.
2015
23.06.2020

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PublicationAuthorsYearEdition titleClassificationFileR&D institutions
Predicting First-Year Computer Science Students Drop-Out with Machine Learning Methods: A Case StudyMaksimova, N.; Pentel, A.; Dunajeva, O.2020ICL2019 Proceedings3.1.Tallinn University of Technology , School of Engineering, Virumaa College
Predicting students' final test results based on previous grades and demographicsPentel, A.; Kaiva, L.-L.2020IISA20203.1.Tallinn University of Technology , School of Engineering, Virumaa College
Predicting User Age by Keystroke DynamicsAvar Pentel2018Artificial Intelligence and Algorithms in Intelligent Systems3.1.Tallinn University, School of Digital Technologies
Emotions and User Interactions with Keyboard and MousePentel, Avar20178th International Conference on Information, Intelligence, Systems and Applications (IISA20173.1.Tallinn University, School of Digital Technologies
High Precision Handedness Detection Based on Short Input Keystroke DynamicsPentel, Avar20178th International Conference on Information, Intelligence, Systems & Applications (IISA)3.1.Tallinn University, School of Digital Technologies
Predicting Age and Gender by Keystroke Dynamics and Mouse PatternsAvar Pentel201725th Conference on User Modeling, Adaptation and Personalization Adjunct Proceedings3.1.Tallinn University, School of Digital Technologies
Automatic Age Detection Using Text Readability FeaturesPentel, Avar2015CEUR-WS3.1.Tallinn University, Institute of Informatics
Effect of Different Feature Types on Age based Classification of Short TextsPentel, Avar2015Proc. of 6th International Conference on Information, Intelligence, Systems and Applications (IISA2015)3.1.Tallinn University, Institute of Informatics
Employing Relation Between Reading and Writing Skills on Age Based Categorization of Short Estonian TextsPentel, Avar2015CEUR Workshop Proceedings3.1.Tallinn University, Institute of Informatics
Employing Think-Aloud Protocol to Connect User Emotions and Mouse MovementsPentel, Avar2015Proc. of 6th International Conference on Information, Intelligence, Systems and Applications (IISA2015)3.1.Tallinn University, Institute of Informatics
Patterns of Confusion: Using Mouse Logs to Predict User’s Emotional State Pentel, Avar2015CEUR-WS3.1.Tallinn University, Institute of Informatics