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Olen nõus

Irene Teinemaa

https://etis.ee/CV/Irene_Teinemaa/est
22.08.1990
irene.teinemaa@ut.ee

Teenistuskäik

Töökohad ja ametid
01.01.2018–31.10.2018   
Tartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut, andmeanalüütik (0,40)
01.09.2015–13.02.2017   
STACC OÜ, Teadur (1,00)
01.09.2015–31.12.2015   
Tartu Ülikool, Matemaatika-informaatikateaduskond, Arvutiteaduse instituut, Algoritmika praktikumi juhendaja (0,20)
09.02.2015–31.08.2015   
STACC OÜ, Nooremteadur (1,00)
09.02.2015–31.05.2015   
Tartu Ülikool, Matemaatika-informaatikateaduskond, Arvutiteaduse instituut, Andmekaeve praktikumi juhendaja (0,20)
15.08.2014–31.03.2015   
Teleport, Inc., Andmeteadlane (0,80)
01.09.2013–31.07.2014   
STACC OÜ, Nooremteadur (0,80)
17.06.2013–30.08.2013   
Nortal AS, Tarkvaraarendaja (1,00)
 
 
Haridustee
2015–...   
Informaatika doktoriõpe, Tartu Ülikool
2012–2014   
Tarkvaratehnika magistriõpe, Tartu Ülikool
2009–2012   
Õigusteaduse bakalaureuseõpe, Tartu Ülikool
1997–2009   
Tallinna Reaalkool

Kvalifikatsioon

Teaduskraadid
Irene Teinemaa, doktorikraad, 2019, (juh) Marlon Dumas; Fabrizio Maria Maggi, Predictive and Prescriptive Monitoring of Business Process Outcomes (Äriprotsessi tulemuste ennustav ja korralduslik seire), Tartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut.
Irene Teinemaa, magistrikraad, 2014, (juh) Anna Leontjeva, Community-Based Prediction of Activity Decay in a Social Network (Kogukonnapõhine aktiivsuse languse ennustamine sotsiaalvõrgustikus), Tartu Ülikool.
 
 
Teadustöö põhisuunad
ETIS KLASSIFIKAATOR: 4. Loodusteadused ja tehnika; 4.6. Arvutiteadused; CERCS KLASSIFIKAATOR: P175 Informaatika, süsteemiteooria

Juhendatud väitekirjad

Publikatsioonid

Klass
Aasta
Publikatsioon
 
1.1.
2019
Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Transactions on Knowledge Discovery from Data, 13 (2), ARTN 17. DOI: 10.1145/3301300.
1.1.
2019
Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Clustering-Based Predictive Process Monitoring. IEEE Transactions on Services Computing, 12 (6), 896−909.10.1109/TSC.2016.2645153.
1.1.
2019
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Transactions on Intelligent Systems and Technology, 10 (4), ARTN 34.10.1145/3331449.
1.1.
2018
Teinemaa, Irene; Dumas, Marlon; Leontjeva, Anna; Maggi, Fabrizio Maria (2018). Temporal stability in predictive process monitoring. Data Mining and Knowledge Discovery, 32 (5), 1306−1338.10.1007/s10618-018-0575-9.
1.1.
2018
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2018). Semantics, Analysis and Simplification of DMN Decision Tables. Information Systems, 78, 112−125.10.1016/j.is.2018.01.010.
3.1.
2018
Teinemaa, Irene; Tax, Niek; de Leoni, Massimiliano; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Alarm-Based Prescriptive Process Monitoring. Business Process Management Forum - BPM Forum 2018, Sydney, NSW, Australia, September 10-13, 2018. Springer, 91−107. (Lecture Notes in Business Information Processing; 329).10.1007/978-3-319-98651-7_6.
3.1.
2018
Tax, Niek; van Zelst, Sebastiaan J; Teinemaa, Irene (2018). An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models. Enterprise, Business-Process and Information Systems Modeling. Springer, 165−180.
3.1.
2016
Teinemaa, Irene; Dumas, Marlon; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Predictive Business Process Monitoring with Structured and Unstructured Data. International Conference on Business Process Management (BPM). Springer, 401−417. (Lecture Notes in Computer Science; 9850). DOI: 10.1007/978-3-319-45348-4_23.
3.1.
2016
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2016). Semantics and Analysis of DMN Decision Tables. International Conference on Business Process Management (BPM). Springer, 217−233. (Lecture Notes in Computer Science; 9850). DOI: 10.1007/978-3-319-45348-4_13.
3.1.
2015
Teinemaa, Irene; Leontjeva, Anna; Dumas, Marlon; Kikas, Riivo (2015). Community-Based Prediction of Activity Change in Skype. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France. _EditorsAbbr Jian Pei, Fabrizio Silvestri, Jie Tang. ACM, 73−80.
3.1.
2015
Federici, M.; Rizzi, W.; Di Francescomarino C.; Dumas, M; Ghidini, C; Maggi, F.M.; Teinemaa, I. (2015). A ProM operational support provider for predictive monitoring of business processes. CEUR Workshop Proceedings, 1−5.
24.11.2020

Irene Teinemaa

https://etis.ee/CV/Irene_Teinemaa/eng
22.08.1990
irene.teinemaa@ut.ee

Career

Institutions and positions
01.01.2018–31.10.2018   
University of Tartu, Faculty of Science and Technology, Institute of Computer Science, Data Analyst (0,40)
01.09.2015–13.02.2017   
STACC , Researcher (1,00)
01.09.2015–31.12.2015   
University of Tartu, Faculty of Mathematics and Computer Science, Institute of Computer Science, Teaching Assistant in Algorithmics (0,20)
09.02.2015–31.08.2015   
STACC , Junior Researcher (1,00)
09.02.2015–31.05.2015   
University of Tartu, Faculty of Mathematics and Computer Science, Institute of Computer Science, Teaching Assistant in Data Mining (0,20)
15.08.2014–31.03.2015   
Teleport, Inc., Data Scientist (0,80)
01.09.2013–31.07.2014   
STACC , Junior Researcher (0,80)
17.06.2013–30.08.2013   
Nortal AS, Junior Java Developer (1,00)
 
 
Education
2015–...   
PhD in Computer Science, University of Tartu
2012–2014   
MSc in Software Engineering, University of Tartu
2009–2012   
BA in Law, University of Tartu
1997–2009   
Tallinn Secondary Science School

Qualifications

Academic degrees
Irene Teinemaa, Doctor's Degree, 2019, (sup) Marlon Dumas; Fabrizio Maria Maggi, Predictive and Prescriptive Monitoring of Business Process Outcomes, University of Tartu, Faculty of Science and Technology, Institute of Computer Science.
Irene Teinemaa, Master's Degree, 2014, (sup) Anna Leontjeva, Community-Based Prediction of Activity Decay in a Social Network, University of Tartu.
 
 
Fields of research
ETIS CLASSIFICATION: 4. Natural Sciences and Engineering; 4.6. Computer Sciences; CERCS CLASSIFICATION: P175 Informatics, systems theory
 
 

Supervised dissertations

Publications

Category
Year
Publication
 
1.1.
2019
Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria (2019). Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Transactions on Knowledge Discovery from Data, 13 (2), ARTN 17. DOI: 10.1145/3301300.
1.1.
2019
Di Francescomarino, Chiara; Dumas, Marlon; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Clustering-Based Predictive Process Monitoring. IEEE Transactions on Services Computing, 12 (6), 896−909.10.1109/TSC.2016.2645153.
1.1.
2019
Verenich, Ilya; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Teinemaa, Irene (2019). Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Transactions on Intelligent Systems and Technology, 10 (4), ARTN 34.10.1145/3331449.
1.1.
2018
Teinemaa, Irene; Dumas, Marlon; Leontjeva, Anna; Maggi, Fabrizio Maria (2018). Temporal stability in predictive process monitoring. Data Mining and Knowledge Discovery, 32 (5), 1306−1338.10.1007/s10618-018-0575-9.
1.1.
2018
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2018). Semantics, Analysis and Simplification of DMN Decision Tables. Information Systems, 78, 112−125.10.1016/j.is.2018.01.010.
3.1.
2018
Teinemaa, Irene; Tax, Niek; de Leoni, Massimiliano; Dumas, Marlon; Maggi, Fabrizio Maria (2018). Alarm-Based Prescriptive Process Monitoring. Business Process Management Forum - BPM Forum 2018, Sydney, NSW, Australia, September 10-13, 2018. Springer, 91−107. (Lecture Notes in Business Information Processing; 329).10.1007/978-3-319-98651-7_6.
3.1.
2018
Tax, Niek; van Zelst, Sebastiaan J; Teinemaa, Irene (2018). An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models. Enterprise, Business-Process and Information Systems Modeling. Springer, 165−180.
3.1.
2016
Teinemaa, Irene; Dumas, Marlon; Maggi, Fabrizio Maria; Di Francescomarino, Chiara (2016). Predictive Business Process Monitoring with Structured and Unstructured Data. International Conference on Business Process Management (BPM). Springer, 401−417. (Lecture Notes in Computer Science; 9850). DOI: 10.1007/978-3-319-45348-4_23.
3.1.
2016
Calvanese, Diego; Dumas, Marlon; Laurson, Ülari; Maggi, Fabrizio Maria; Montali, Marco; Teinemaa, Irene (2016). Semantics and Analysis of DMN Decision Tables. International Conference on Business Process Management (BPM). Springer, 217−233. (Lecture Notes in Computer Science; 9850). DOI: 10.1007/978-3-319-45348-4_13.
3.1.
2015
Teinemaa, Irene; Leontjeva, Anna; Dumas, Marlon; Kikas, Riivo (2015). Community-Based Prediction of Activity Change in Skype. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France. _EditorsAbbr Jian Pei, Fabrizio Silvestri, Jie Tang. ACM, 73−80.
3.1.
2015
Federici, M.; Rizzi, W.; Di Francescomarino C.; Dumas, M; Ghidini, C; Maggi, F.M.; Teinemaa, I. (2015). A ProM operational support provider for predictive monitoring of business processes. CEUR Workshop Proceedings, 1−5.
24.11.2020

Otsi projekti

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Asutus on projekti finantseerija   Asutus on projekti teostaja  
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Kõik   Tavaprojektid   Ülemprojektid   Alamprojektid  
Uus Frascati (2015)
Uus ja vana Frascati (otsing uue järgi väljastab ka seotud vanad)
Kõik
Käimasolevad
Lõppenud
Algus
Hajus
Täpne
Lihtotsing Tühjenda
  • Leitud 3 kirjet
ProgrammLiikNumberNimiProjekti algusProjekti lõppVastutav täitjaAsutusFinantseerijapoolne rahastamine
IUTIUT20-55Andmepõhine tarkvaraarenduse ja äriprotsesside juhtimine01.01.201431.12.2019Marlon DumasTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut1 173 600,00 EUR
TKAlamprojektTAR16013 (EXCITE) (TK148)IT Tippkeskus EXCITE01.09.201601.03.2023Maarja KruusmaaTallinna Tehnikaülikool, Infotehnoloogia teaduskond, Biorobootika keskus; Cybernetica AS2 121 014,65 EUR
TKSLTAT16148T (TK148)IT Tippkeskus EXCITE (TK148)01.01.201601.03.2023Jaak ViloTartu Ülikool, Loodus- ja täppisteaduste valdkond, arvutiteaduse instituut1 446 840,73 EUR