Artikkel avaldati algselt Novaatoris. Ehkki tehisaru teeb üha rohkem inimeste elu mõjutavaid otsuseid, ei suuda see neid alati inimesele arusaadavalt põhjendada. Tartu Ülikoolis kaitstud doktoritöö osutab, et inimesed ootavad masinalt realistlikke ja usaldusväärselt mõjuvaid seletusi. Tehisaru teeb järjest rohkem otsuseid, mis mõjutavad inimeste elu. Seda kasutatakse haiglates diagnooside toetamisel, pankades laenutaotluste hindamisel ning hariduses õppijate […]

Mohamed Abdelrahman shares his journey as a PhD student in the Data Systems Group at the University of Tartu, where he focuses on Automated Machine Learning (AutoML) and aims to make AI more trustworthy and accessible. His story was introduced by Professor Jaak Vilo, Head of the Institute of Computer Science. Describe your thoughts when […]

Meelis Kull on Tartu Ülikooli arvutiteaduse instituudi tehisintellekti professor, Eesti tehisintellekti tippkeskuse juht, vast valitud akadeemik ning kolleegide ja tudengite poolt tunnustatud õppejõud. Teda usutlesid tehisintellekti tippkeskuse kommunikatsioonijuht Laura Altin ja andmeteaduse õppetooli juhiabi Kaia Kask. See intervjuu on pisut teistsugune kui tavaliselt. Viisime professor Meelis Kulli põgenemistuppa – temale oli see esimene selline käik. Väljapääs […]

Tartu Ülikooli arvutiteaduse instituudi doktorant Mari-Liis Allikivi ja lektor Ardi Tampuu alustavad uue õppeainega „Tehisintellekti rakendamise projekt“, kus nad õpetavad üliõpilasi kasutama tehisaru päriselu probleemide lahendamiseks. Mida see uus projektipõhine aine üliõpilastele annab ja kas see võiks huvi pakkuda ka ettevõtetele, uuris andmeteaduse õppetooli juhataja professor Jaak Vilo. Avate peagi täiesti uue õppeaine – seda ei […]

The 25th International Conference on Product-Focused Software Process Improvement (PROFES) took place in Tartu from December 2–4, 2024. The conference brought more than 50 internationally renowned researchers and industry practitioners to Tartu, for interesting talks and discussions. Most participants came from Europe, mainly from Austria, Finland, Germany, Italy, Spain, and Sweden, but there were also participants from […]

Introduction: Privacy-preserving computation is a crucial discipline that protects the privacy of confidential data while facilitating secure analysis. In graph problems, secure multiparty computation (SMC) presents a promising approach to performing these functionalities. This article delves into the notable advancements in privacy-preserving parallel algorithms recently introduced in a Ph.D. thesis. By integrating graph algorithms with […]

Jaak Vilo, professor, andmeteaduse magistriõppekava programmijuht Kahe aastaga jõudsid sisseastumisest lõpetamiseni kakskümmend kaheksa Eesti esimese andmeteaduse õppekava vilistlast, kes panustavad nüüd professionaalsete andmeteadlastena eri valdkondade andmete analüüsile ja tehisintellekti arendusele. Tartu Ülikool käivitas andmeteaduse magistrikava koostöös Majandus- ja kommunikatsiooniministeeriumiga (MKM), et leevendada ettevõtete ja riigisektori põuda vastava oskusteabega professionaalide järele.  Kuna Eestis on andmeteadlaste põud, […]

We are living in a world in which data is not just getting bigger; it is also getting more and more interconnected. Large graph analytics is a useful tool for gaining insights from large volumes of interconnected data and has applications in various fields such as social media, biology, and telecommunications. An example of the […]

Data privacy has become trending, and nowadays, people are talking more and more about it. With process mining, privacy becomes more relevant. Because process mining makes it easier to expose the actual business reality. With automatic process discovery, we can reverse engineer the activities that have been performed within the organization and the hand-offs between […]

Nowadays, a vast majority of business processes involve many tedious and repetitive tasks, for example transferring data across multiple systems or transforming data from one format to another. These tasks are time-consuming, error-prone, and by themselves do not bring much value to the underlying processes. Their automation can bring many benefits such as error-rate reduction, […]

Modern organizations must constantly adjust their business processes in order to adapt to internal and external changes, such as new competitors, new regulations, customer expectations, or strategic objectives. For example, due to a pandemic, a retailer might experience a 50% increase in their number of online orders; however, during the same time, their volume of […]

The article was translated and published in English by the University of Tartu. It was initially published in Estonian in Eesti Ekspress by Greete Lehepuu. The cover of the September issue of Communications of ACM, the most prestigious journal in computer science, featured an article led by University of Tartu researchers. The article proposes steps to tackle one of […]