Host Profile
The conference will be organized by the National Technical University
of Athens (NTUA), which is the leading Greek institution in artificial
neural networks.
The National Technical University of Athens (NTUA) is the oldest and most prestigious educational institution of Greece in the field of technology, founded in 1836.
Research is carried out in about 100 laboratories belonging to the various Departments. NTUA employs about 1,800 researchers
in more than 700 R&D projects supported by National and European Union funds.
The Institute of Communication and Computer Systems (ICCS) is a private law body associated with the School of Electrical and Computer Engineering (ECE) of NTUA, established in 1989.
Two NTUA Laboratories of the Computer Science Department, the Image, Video and Multimedia Systems Laboratory (IVML) and the Intelligent Systems Laboratory
(ISLab)
will collaborate for organising the conference. The leaders of these
two laboratories, Prof. S. Kollias and Prof. A. Stafylopatis, have been
collaborating the last 18 years in the field of artificial neural
networks and computational intelligence. In particular:
The Image, Video and Intelligent Multimedia Systems Lab (IVML)
was established in 1988. Courses given in the framework of the
undergraduate and postgraduate syllabus of NTUA by IVML members include
Image and Video Analysis and Technology, Computer Graphics, Neural
Networks, Intelligent
Computer Systems and Man Machine Communication. Twenty graduate
students have obtained their Ph.D working in IVML, while ten are
pursuing their Phd in it.
The members of the Lab are active members of the research community
having published 100 journal articles and 200 international conference
contributions.
The most important areas of R&D activities performed or supported
by IVML include:
Knowledge Based Adaptive Image and Video processing and analysis
Artificial neural network, fuzzy and neurofuzzy technologies
Content-based semantic retrieval of multimedia information
The MPEG-7 , MPEG-21 standards and Semantic Web technologies
Intelligent Human Computer Interaction and Intelligent agents
Face, Emotion and Biometric Analysis and Recognition
MPEG-4 and Natural - Synthetic Hybrid Coding, Augmented Reality
Applications in Cultural Heritage, Surveillance, Communications, Medicine.
IVML has been involved in sixty R&D projects. Thirty of
them have been funded by the European Commission and the rest of them
by Greek organisations. Forty-eight of them have been completed, while
twelve are in progress. In particular:
IVML participates in the design and implementation of
intelligent semantic analysis and retrieval of multimedia content,
following the MPEG (4,7,21) and Semantic Web standards. The leader of
the Lab, Prof. Stefanos Kollias has been one of the experts that the EC
has used for defining the framework of Semantic Content Analysis and
its perspective for 2012. IVML has recently completed the IST project
FAETHON, dealing with unified intelligent (neurofuzzy) content-based
access to heterogeneous audiovisual data (2001-2004). IVML participates
in the 6th framework IP ACEMEDIA on semantic-based adaptive
multimediaanalysis systems (2004-2008), in the NoE MUSCLE on
intelligent adaptive multimedia analysis (2004-2008), in the NoE
Knowledge-Web on semantic Web technologies (2004-2008) and in the IP
Ask-IT on knowledge-based assistance for mobility-impaired people
(2004-2008). Moreoevr, IVML participates in the accepted for funding
FP6 projects in the area of semantic multimedia analysis NoE K-Space,
IP Mesh, X-Media, Strep Bohemie. Prof. S. Kollias and Dr. G. Stamou
have co-edited a new book on Multimedia and Semantic Web, published by
Wiley in June 2005. Moreover IVML has been a member of W3C and
participates in leading the new Task Force on Multimedia Annotation and
the Semantic Web of the W3C Working Group on Best Practices.
IVML has been leading the TMR project PHYSTA (1998-2001) on principled
hybrid systems, dealing with the development of hybrid systems using
symbolic techniques from the artificial intelligence field and
sub-symbolic techniques from the computational intelligence field, with
application to the problem of emotion recognition. Emotion analysis
also constitutes the scope of the IST ERMIS project in which IVML is a
partner (2001-2004). Morever, IVML is one ofthe WP leaders of the
HUMAINE NoE on Emotion Recognition Systems (2004-2008).
IVML participated in the IST project ORESTEIA (2001-2003), developing
hybrid intelligent artefacts for human computer interaction, in the
framework of the Disappearing Computer Initiative of the European
Commission.
Since 1989, IVML has leaded or participated in a variety of projects
related to theory and applications of neural networks and intelligent
techniques, being a Managing Node of the NEURONET Network of Excellence
(1994-2000) and of the EUNITE Network of Excellence on Adaptive
Intelligent Systems (2001-2004). It should be mentioned that the ESPRIT
Project Applications of Neural Networks for Industry in Europe (ANNIE),
1988-1991, in which ISLab and IVML participated was one of the first
projects in Artificial Neural Networks funded by the EC.
The Intelligent Systems Laboratory constitutes a centre for
research, development and education in the fields of Computational
Intelligence (Neural Networks, Fuzzy Systems, Evolutionary Computation,
Hybrid Systems), Pattern Recognition and Machine Learning. The
Laboratory has developed rich research and educational activities
during the last decade.The research group is one of the first in Greece
to work on the theory and applications of neural networks and has
significant contribution at national and international level in the
areas of computational intelligence and parallel/distributed
processing.
During the period 1996-98 the director of the Laboratory was
coordinator of the "Neuron" Human Network, a national network funded by
the Greek General Secretariat of Research and Technology that aimed to
promote contact and cooperation of researchers in the field of neural
networks. The activities of the Intelligent Systems Laboratory concern
the application of computational intelligence in classification and
diagnosis, scheduling and optimization, control and navigation tasks,
as well as in data mining and knowledge discovery. For many of the
above topics the members of the Laboratory have developed their own
algorithms and software implementations, using both conventional and
parallel hardware.
The research group has extensive experience related to the use
of intelligent techniques in biomedical applications (compression of
medical images, cytological diagnosis, electrocardiogram analysis,
classification of ultrasound images etc) and applications of
educational multimedia systems (text characterization and
classification, information mining, intelligent search based on user
preference profile, intelligent agent architectures etc). Current
research activities of ISLab also involve the development and
implementation of hybrid intelligent systems, allowing the effective
synergy of subsymbolic and symbolic processing through combination of
neural networks with fuzzy logic and conventional artificial
intelligence techniques (e.g. rule-based systems).
The research group of the Intelligent Systems Laboratory has a
rich publication record largely recognized in Greece and
internationally. During the last years, more than 100 refereed papers
of the group have appeared in international journals and conference
proceedings. The research activities of the Laboratory have been
beneficial for the educational tasks through the support of diploma
theses and the dissemination of results to undergraduate activities.
The laboratory is responsible for teaching two courses (one
undergraduate and one graduate) on neural networks and computational
intelligence, which include a laboratory part based on the use of
advanced software tools. The recent advances in computational
intelligence, with application in several disciplines, imply an
increasing demand for highly skilled engineers with solid theoretical
and practical background in related topics.
The Intelligent Systems Laboratory has actively participated
in many national and European Union funded research projects, including
Applications of Neural Networks for Industry in Europe (ANNIE),
1988-1991 (ESPRIT), Knowledge Processing and Learning Systems on
Multitransputer Architectures, 1990-1992 (ESPRIT), Novel Neural
Networks, 1993-1996 (Human Capital and Mobility), NeuroNet, 1994-1998,
and NeuroNet II, 1998-2001 (ESPRIT Network of Excellence), Principled
Hybrid Systems: Theory and Applications (PHYSTA), 1998-2001 (Training
and Mobility of Researchers), Multimedia Organisation for Developing
the Understanding and Learning of Advanced Technology in European
Schools (MODULATES), 1998-2000 (ESPRIT Educational Multimedia),
Cultural Journeys inthe Information Society (CJIS), 1998-2001 (INCO),
Modular Hybrid Artefacts with Adaptive Functionality (ORESTEIA),
2001-2003 (IST), A Wearable Platform for the Monitoring of Health
Condition and Sport Performance of Athletes and the real-time
Prevention of Sport Injuries (DROMEAS), 2001-2004 (IST). In most of the
above projects ISLab and IVML had a close and successful collaboration
in designing and implementing intelligent systems in a variety of tasks
and applications.

