Curriculum Vitae
Personal details
Name: Dr.
András Hajdu
Born: February 6, 1973, Karcag, Hungary
Citizenship: Hungarian
Interests: Digital Image Processing, Machine Learning, Big Data, Bioinformatics
Scientific and educational degrees
2017. Doctor of the Hungarian Academy of Sciences.
2008. Habilitation, Faculty of Informatics, University of Debrecen, Debrecen,
Hungary.
2003. PhD. with „summa cum laude” in Mathematics and Computer Sciences,
University of Debrecen, Debrecen, Hungary.
1996. Master of
Science in Mathematics, Teacher of Mathematics, English-Hungarian Special Translator, Lajos Kossuth University, Debrecen,
Hungary.
Languages
English (advanced level), Russian (basic level)
Scientific appointments
2017- Full Professor at the Dept. of Computer Graphics and
Image Processing, Faculty
of Informatics, University of Debrecen, Debrecen, Hungary.
2011- Head of Dept.
of Computer Graphics and Image Processing,
Faculty of Infomatics,
University of Debrecen, Debrecen, Hungary.
2010- Leader of the Bioinformatics
Research Group, University of Debrecen, Debrecen,
Hungary.
2010-2011. Vice Dean of Faculty of Infomatics, University of Debrecen, Debrecen,
Hungary.
2008- Associate Professor at the Dept. of Computer Graphics and Image Processing, Faculty of Infomatics, University
of Debrecen, Debrecen, Hungary.
2005-2006. Postdoctoral Researcher, Aristotle University of Thessaloniki,
Thessaloniki, Greece.
2004- Assistant Professor at the Dept. of Information
Technology, Faculty of Infomatics, University of Debrecen, Debrecen,
Hungary.
2001-2004. Assistant
Lecturer at the Dept. of Information
Technology, Institute of Infomatics,
University of Debrecen, Debrecen, Hungary.
2000-2001. Predoctoral
fellowship at the Dept. of Information
Technology, Institute of Infomatics,
University of Debrecen, Debrecen, Hungary.
1997-1999. Full
time PhD student at the Institute of Mathematics and Infomatics,
University of Debrecen, Hungary.
1992-1996. Full
time student at the Lajos Kossuth University,
Debrecen, Hungary.
Scholarships and prizes
2016. „Tamás Rapcsák” Prize
for Operation Research and Applied Mathematics, Dr. Tamás Rapcsák Fund.
2014. Best Publication of the Year
(University of Debrecen), Hungary.
2012-2014. „János Szentágothai”
grant for distinguished researchers of the Republic of Hungary
2012. IT Lecturer of the Year (VISZ, national prize), Hungary.
2009. Prize of the Faculty
of Informatics, University of Debrecen,
Hungary.
2008-2011. „János Bolyai” research scholarship of the Hungarian Academy of Sciences.
2004. „Gyula
Farkas” prize of the János
Bolyai Mathematical Society, Hungary.
2002-2003. „Pro Regione” scholarship, University
of Debrecen, Debrecen, Hungary.
1997. „Uiversitas” scholarship, Lajos
Kossuth University, Debrecen, Hungary.
Research projects
2017-2020. EFOP-3.6.2-16-2017-00015: HU-MATHS-IN; Intensification of the activity of the Hungarian Industrial Innovation Service Network, role:
scientific leader.
2015-2018. VKSZ_14-1-2015-0072,
SCOPIA: Development of diagnostic
tools based on endoscope technoloy,
role: project leader.
2013. EU_KP_12-1-2013-0052,
VISUTORS: Skálázható analitikai keretrendszer a vizualizáció heterogén
gyorsítókkal való támogatásához, role: project leader,
2012-2014. TÁMOP-4.2.2.C-11/1/KONV-2012-0001,
FIRST: Future Internet Research, Services
and Technology, role: sub-project leader.
2012-2015. OTKA, NK101680, Mathematical modelling of clinical observations for improved melanoma
detection, role: senior researcher.
2012-2013. HURO/1001/283/2.3.1,
Cross border academic development of an image-based recommendation system for regional
educational purposes, role: project leader.
2009-2011. TECH08-2 grant of
the Hungarian National
Office for Research and Technology
(NKTH), DRSCREEN - Developing a computer-based
image processing system for diabetic retinopathy
screening, role: project leader.
2004-2006. FP6-004218, SHARE:
Mobile Support for Rescue Forces, Integrating Multiple Modes of Interaction, EU FP6 Information Society Technologies, role:
scientific manager, AUTH leader: Ioannis Pitas.
2001-2004. IKTA-4 6/2001
grant of Hungarian Ministry of Education: MEDIP – Platform independent
sofware system for medical image processing, role: participant.
2003-2006. OTKA F043090 grant of the Hungarian
National Foundation for Scientific Research: Discrete methods in digital
image processing, role: participant.
2000-2003. OTKA T032361 grant of the Hungarian
National Foundation for Scientific Research: Mathematical
modelling of economic and informatic
systems, role: participant.
Memberships
2017- Hungarian Academy
of Sciences, academic doctor.
2015-2019. Hungarian
Association for Image Analysis and Pattern Recognition, president.
2009-2014. Hungarian
Association for Image Analysis and Pattern Recognition, Comittee member.
2008- IEEE, member.
2007-2009. Hungarian Association for Image Analysis and Pattern Recognition, secretary.
2003- Hungarian Academy of Sciences, public member.
2002- IAPR, member.
2002- Hungarian Association for Image Analysis and Pattern Recognition, member.
Refereeing
Journals:
Computers in Biology and Medicine (Elsevier), Discrete Applied Mathematics (Elsevier), Discrete Mathematics (Elsevier), Transactions on Image Processing (IEEE), Transactions on Pattern Analysis
and Machine Intelligence
(IEEE), Transactions on Signal Processing (IEEE), Transactions on Medical Imaging (IEEE), Transactions on Biomedical Engineering (IEEE), Machine Vision and Applications (Springer), Pattern Recognition Letters (Elsevier), Signal Processing (Elsevier), Teaching Mathematics and Computer
Science (University of Debrecen, Hungary), Image Processing
(IET)
Conferences:
ISSPA 2005, ISSPA 2007, ICSPC 2007, SITIS'10, MCS2011, SITIS 2011, HAIS 2012,
CBMI 2013, ISPA 2013, VISAPP 2013, ISBI 2014, ISBI2015, ICPR2016, ISBI2016,
ISBI2017, ISBI2018, ICPR2018, ISBI2019, ICPR2019
Evaluation:
H2020 WP2014-15, H2020-MSCA-IF-2017, H2020-MSCA-IF-2018, OTKA 2015-2017
Teaching
Lectures and seminars
on Machine Learning, Deep Learning, Big
Data, Programming (Python, C, C++,
Matlab, Java, Visual Basic, R), Bioinformatics,
Collaborative Project Work,
Theoretical Informatics, Statistics, Optimization, Digital
Image Processing, Parallel Computing;
Supervising Thesis Writing, Supervising TDK-Thesis Writing, Supervising Summer School Students, Supervising PhD students
Conferences
2019. 6th
International Conference on
Parallel, Distributed, GPU and Cloud
Computing for Engineering, Pecs, Hungary,
session organizer (Artificial
Intelligence, High
Performance Computing and Visualization
for Big Data).
2019. 12th Conference of the
Hungarian Association for Image Analysis and Pattern Recognition, Debrecen,
Hungary, conference organizer.
2018. IEEE International Conference on Future IoT
Technologies, Eger, Hungary, invited lecturer.
2015. ISPA 2015 - IEEE-EURASIP 9th Int'l Symposium on Image and Signal Processing and Analysis, Edinburgh, Scotland, UK, Session Organizer.
2014. CogInfoCom 2014, 5th IEEE International Conference on Cognitive
Infocommunications, Vietri sul Mare, Italy,
Track Organizer.
2013. ISPA 2013 - IEEE-EURASIP 8th Int'l Symposium on Image and Signal Processing and Analysis, Trieste, Italy, Session Organizer.
2013. CogInfoCom 2013, 4th IEEE International Conference on Cognitive
Infocommunications, Budapest, Hungary, Session
Organizer.
2012. CogInfoCom 2012, 3rd IEEE International Conference on Cognitive
Infocommunications, Kosice,
Slovakia, Session Organizer.
2011. Summer
School on Image Processing 2011, Veszprem,
Hungary, Invited Lecturer.
2011. 12th Symposium on Programming Languages and
Software Tools - SPLST'11, Tallin,
Estonia, Invited Lecturer.
2011. Summer
School on Image Processing 2011, Szeged, Hungary, Invited
Lecturer.
2010. ICAI 2010 - 8th International Conference
on Applied, Eger, Hungary, Invited Lecturer.
2008. Institute of Informatics, University of Szeged, Szeged,
Hungary, Invited Lecturer.
2007. Sampling
Theory and Applications,
SampTA07, Thessaloniki, Greece,
Invited Lecturer.
2007. Fourth
Hungarian Conference on Computer Graphics and Geometry, Budapest, Hungary, Chairman.
2007. 6th Conference
of Hungarian Association for Image Processing and Pattern Recognition, Debrecen,
Hungary, Editor/Organizer.
2003. Summer
School on Image Processing 2003, Timisoara, Romania, Invited Lecturer.
2001. Summer
School on Image Processing 2001, Szeged, Hungary, Invited
Lecturer.
1998. Summer
School on Image Processing'98, Debrecen, Hungary, Organizer.