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John Törnblom

PhD student

Publications

2020

John Törnblom (2020) Formal Verification of Tree Ensembles in Safety-Critical Applications

John Törnblom, Simin Nadjm-Tehrani (2020) Formal Verification of Input-Output Mappings of Tree Ensembles Science of Computer Programming, Vol. 194 (Article in journal)

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2019

John Törnblom, Simin Nadjm-Tehrani (2019) An Abstraction-Refinement Approach to Formal Verification of Tree Ensembles Computer Safety, Reliability, and Security: SAFECOMP 2019 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Turku, Finland, September 10, 2019, Proceedings, p. 301-313 (Conference paper)

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John Törnblom, Simin Nadjm-Tehrani (2019) Formal Verification of Random Forests in Safety-Critical Applications Formal Techniques for Safety-Critical Systems, p. 55-71 (Conference paper)

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Research

robot dog Spot, drone, small helicopter, operator

WASP at Department of Computer and Information Science (IDA)

WASP, Wallenberg AI autonomous systems and software program, is the largest individual research investment in Sweden in modern times. One of the WASP research environments at LiU is located at the Department of Computer and Information Science.

About the Division

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Software and Systems (SAS)

The SAS division is part of the Department of Computer and Information Science. The division conducts research and education in software engineering and computer systems, covering both basic research and projects in cooperation with industry.

Colleagues at SAS

Photo of Zeeshan Afzal

Photo of Azeem Ahmad

Principal Research Engineer

Antonia Arvanitaki

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Photo of Adeel Asghar

Photo of Mikael Asplund

Senior Associate Professor

Photo of Ayla Babazade

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Mohammad Amin Bajand

Photo of Aseel Berglund

Associate Professor

Photo of Lena Buffoni

Associate Professor, Docent

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Hanna Ekstam Ahlberg

Photo of Eric Ekström

Photo of Petru Eles

Professor Emeritus

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Emma Enocksson Svensson

Photo of August Ernstsson

August Ernstsson

Photo of Reyhane Falanji

Reyhane Falanji

Photo of Dominik Frey

Photo of Peter Fritzson

Professor Emeritus

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Máté Földiák

Photo of Pontus Haglund

Photo of José Antonio Hernández López

José Antonio Hernández López

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Christoffer Holm

Photo of Kamran Hosseini

Kamran Hosseini

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Abdelazim Hussien

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Torbjörn Jonsson

Lecturer, Head of Unit

Filip Josefsson

Research Assistant

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Professor Emerita

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Christoph Kessler

Professor, Head of Division

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Shahrzad Khayatbashi

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Torvald Mårtensson

Adjunct Associate Professor

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Simin Nadjm-Tehrani

Professor, Head of Unit

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Erik von Nastase

Photo of Magnus Nielsen

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Photo of Helena Orädd

Arunkumar Palanisamy

Photo of Zebo Peng

Deputy Head of Department, Professor, Head of Unit

Photo of Roland Plaka

Photo of Adrian Pop

Principal Research Engineer, Docent

Photo of Ahmed Rezine

Associate Professor, Docent

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Masoud Sadrnezhaad

Senior Associate Professor

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Kristian Sandahl

Professor, Head of Unit

Photo of Navya Sivaraman

Navya Sivaraman

Photo of Martin Sjölund

Martin Sjölund

Associate Professor

Charilaos Skandylas

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Filip Strömbäck

Associate Professor

Adjunct Associate Professor

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John Tinnerholm

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Federica Uccello

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Johannes Wilson

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Andreas Wrisley

Rosanna Zimdahl

Research Assistant

About the Department

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Department of Computer and Information Science (IDA)

The Department of Computer and Information Science is one of the largest departments in northern Europe in its field. Research activity covers artificial intelligence, human-computer interaction, software and computer systems, and data science.

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