ladislava janku 

 

Fax: + 420-2- 2435 7224 ,
Tel.: + 420-2-2435 7306
E-mail: jankul@lab.felk.cvut.cz


Ing. Ladislava Janku

 

Mailing Address:
The Dept. of Cybernetics, FEE
Czech Technical University,
Technicka 2, 166 27 Praha 6

Current position:
+ Research Scientist, Gerstner Laboratory (Artificial Intelligence Center), The Dept. of Cybernetics, FEE, CTU in Prague
+ Research Scientist, The Center of Applied Cybernetics, CTU in Prague

Research Interests: Machine Learning, Pattern Recognition, Intelligent Data Analysis, Machine Listening, Computational Auditory Scene Analysis

Projects:

Multifunction Simulator Workplace, MUSIP(2002-2003) founded from Phare program

 

Human Factor in Technical Safety Analysis (2001- 2003) Czech-German project, MEDV CZE 01/018

 

Human Factor in Technical Safety Analysis (1999-2004), Project of the Laboratory of Biocybernetics, founded under the research program ‘Transdisciplinary Biomedical Engineering Reseaarch MSM 210000012.

 

Computational Personality Type Classification (1999-2001), Project of the Laboratory of Biocybernetics, founded under the research program Transdisciplinary Biomedical Engineering Research, MSM 210000012.

 

A simulation of supervisory human operator cognitive processes (2002), CTU0208813 supported by the Grant Agency of CTU, Prague, CR

 

Artificial Life and Machine Perception (2001), project supported under the development grant FRVS No. 1880/2001 "New Knowledge -Integration into the Educational Process and the Innovations of the Selected Seminars, Grant of the Ministry of Education of Czech Republic

 

Biological data measurement and processing for the educational purposes (2001), project supported under the development grant 2001 grant “Biological data measurement and processing for the educational purposes, Grant of the Ministry of Education of Czech Republic

 

Robust speech recognition: computational auditory scene analysis and missing data reconstruction approach, Project of the Laboratory of Biocybernetics, founded under the research program Transdisciplinary Biomedical Engineering Research, MSM 210000012.

Intelligent System For the Estimation of the Human Supervisory Operator Stress Level under the Normal and Safety Critical Circumstances (1999-2002, prolonged to 2004), a part of project Human Factor in Technical Safety Analysis

 

Biological Data Processing Using Artificial Intelligence Methods (2000), CTU 300008603

 

EEG Signal Processing Using Artificial Intelligence Methods (2001), CTU 300108613.

Membership: IEEE, IAPR, CSKI, MENSA

 

Final Thesis & PhD. Thesis pages

 

Final thesis homepage

PhD thesis homepage

 

Publications:

 

Book Chapters

Janku, L., Lhotska, L. Aggregation of Fuzzy Preferences as an Efficient Approach to the Computational Personality Type Classification Problem In: Problems in Applied Mathematics and Computational Intelligence, New Jersey: WSES Press, 2001

Janku, L. - Lhotska, L. Towards the Applications of Fuzzy Logic to the Sound Recordings Fingerprint Computation and Comparison. In: Recent Advances in Computers, Computing and Communications. New Jersey : WSEAS Press, 2002, p. 271-274. ISBN 960-8052-62-9.

Janku, L., Lhotska, L. Musical Instrument Classification through the Model of Auditory Periphery and a Neural Network In: Advances in Scientific Computing, Computational Intelligence and Applications, New Jersey: WSES Press, 2001

Papers

Janku, L. - Sorf, M. - Lhotska, L. - Eck, V.: Five Approaches to Computational Personality Classification Problem. In: Proceedings of CIMA 2001, ICSC/NAISO conference, UK, 2001

Janků, L. - Eck, V. - Sorf, M. - Macek, J. - Dobias, L. - et al. Towards the Artificial Life and Brain Sceinces: New Trends in Bionics Education. In: Proceedings of Workshop 2002. Prague : CTU, 2002, vol. B, p. 892-893. ISBN 80-01-02511-X.

Janku, L. - Kremen, V. - Eck, V. - Lhotska, L. - Dostál, J. - et al. Accident Analysis and Safety Assesment in Industrial System Control: Simulation of the Human Supervisory Operator. In: Inteligentní metody pro prumyslovou praxi: Diagnostika, [CD-ROM]. Prague : CTU, Faculty of Electrical Engineering, Department of Cybernetics, 2002,

Janků, L. - Lhotska, L. - Kremen, V. Additional Method for the Evaluation of the Training Capturing: Intelligent System for the Estimation of the Human Supervisory Operator Stress Level under the Normal Safety Critical Circumstances. In: Intelligent E-Health Applications in Medicine and Other Medical Applications of Adaptive/Hybrid Intelligent Systems. Aegean : University of the Aegean, 2002, vol. 1, p. 147-153. ISBN 960-7475-20-8.

Janku, L., L. - Wagenknecht, M. - Eck, V. - Gocht, U. Technical Systems Safety Analysis and Assessment. In: Proceedings of Workshop 2002. Prague : CTU, 2002, vol. A,B, p. 228-229. ISBN 80-01-02511-X.

Janku, L. - Eck, V.: Fuzzy Distributed Reasoning about Multi-Dimensional Medical Data. In: Proceedings: MEDICON 2001. Zagreb : University of Zagreb, 2001, vol. 1, p. 441-444. ISBN 953-184-023-7.

Janku, L. - Sorf, M. - Lhotska, L. - Eck, V.:Computational Personality Type Classification. In: Proceedings of ICCC 2001. Krakowie : Wydzial Inzynierii Mechanicznej i Robotyki, 2001, vol. 1, p. 301-306. ISBN 83-91340-07-4.

Janku, L. - Lhotska, L.: Aggregation of Fuzzy Preferences as an Efficient Approach to the Computational Personality Type Classification Problem. In: Proceedings of WSES international conferences NNA 2001, FSFS 2001, EC 2001, Puerto De La Cruz, Canary Islands, Spain, ISBN: 960-8052-25-4

Janku, L., Lhotska, L.: Musical Instrument Classification through the Model of Auditory Periphery and a Neural Network. In: Proceedings of CSCC 2001, MCP 2001, MCME 2001, IEEE Computer Society Press, Rethymno,Greece, 2001.

Janku, L.: An Efficient Machine Listening Approach to Sound Source Separation. In: Proceedings of Workshop 2001. Prague : CTU, 2001, vol. A, p. 262-263. ISBN 80-01-02335-4.

Janku, L.: Sound Source Separation through Models of Auditory Processes and Fuzzy-Rule System. In: MOSIS 01-Modelling and Simulation of Systems. Ostrava : MARQ, 2001, vol. 1, p. 195-200. ISBN 80-85988-57-7.

Eck, V. - Janku, L.: Applications of the Fuzzy Rule System and Neural Net to the Human Operator Stress Level Estimation. In: Proceedings. Zittau : Institut für Prozesstechnik und Messtechnik, 2001, vol. 1, p. 191-194.

Lhotska, L. - Janku, L. - Fejtova, M.: Four-Component Approach to the Educational Process in Biomedical Engineering. In: Proceedings of the EAEEIE 2001. Nancy. EAEEIE, 2001, vol. 1, p. 19.

Matousek, K. - Mordacik, J. - Janku, L.: On Implementing the Data Warehouse - GIS Integration. In: Proceedings of ICCC 2001. Krakowie : Wydzial Inzynierii Mechanicznej i Robotyki, 2001, vol. 1, p. 307-312. ISBN 83-91340-07-4.

Matousek, K. - Mordacik, J. - Janku, L.: On Implementing the Data Warehouse - GIS Integration. In: World Multiconference on Systemics, Cybernetics and Informatics. Orlando (Florida) : International Institute of Informatics and Systemics, 2001, vol. 1, p. 206-210. ISBN 980-07-7541-2.

Sorf, M. - Kubalik, J. - Fejtova, M. - Janku, L. - Klema, J.: Biological Data Processing Using Artificial Intelligence Methods. In: Proceedings of Workshop 2001. Prague : CTU, 2001, vol. B, p. 764-765. ISBN 80-01-02335-4.

Sorf, M. - Kubalik, J. - Janku, L. - Fejtova, M. - Klema, J.: Biological Data Processing by Artificial Intelligence Methods. In: MOSIS 2001. Ostrava : MARQ, 2001, vol. 1, p. 53-58. ISBN 80-85988-58-5. (in Czech).

Sorf, M. - Lhotska, L. - Janku, L. - Eck, V.: Application of the Methods AI Approaches to Personality Type Classificaion. In: Modelling, Identification and Control - volume I. Anaheim : Acta Press, 2001, vol. 1, p. 403-408. ISBN 0-88986-316-4. Jankù, L. Intelligent Interface. In: Workshop 2000. Vol. 2. Prague: CTU. 2000. p. 533. - ISBN 80-01-02229-3

Janku, L. - Sorf, M. - Eck, V. - Lhotska, L. - Fejtova, M. Multiple Criteria Choice Mechanism for Intelligent Man-Machine Interface. In: Proceedings of INES 2000. Vol. 1. IEEE Industrial Electronics Society. 2000. ISBN 961-6303-23-6

Sorf, M. - Eck, V. - Jankù, L. The Use of Machine Learning for Classification of the Neurotics and Person with the Dangerous Kind of Behaviour and Attitude. In: Proceedings of Conference MENDEL 2000. Vol. 1. Brno: Technical University. 2000. p. 212-214. - ISBN 80-214-1609-2

Sorf, M. - Eck, V. - Janku, L. - Lhotska, L. Application of Neural Network for Stress Classification. In: The State of the Art in Computational Intelligence. Vol. 1. Heidelberg: Physica-Verlag. 2000. p. 373-375. - ISBN 3-7908-1322-2

Sorf, M. - Janku, L. - Lhotska, L. - Eck, V. Applications of Expert System and Machine Learning Approach to Intelligent Man-machine Interface. In: Intelligent Techniques and Soft Computing in Nuclear Science and Engineering. Vol. 1. Singapore: World Scientific. 2000. p. 191-197. - ISBN 981-02-4356-1

Research reports:

Janku, L. Fuzzy Graphs and Algorithms as a Mathematical Background for Fuzzy Distributed Systems . Praha, CVUT FEL Jankù, L.,Sorf, M., Eck, V., Preliminary Phase of Co-operation between Human Operator and Intelligent Interface-Computational Personality Type Classification ,Praha, CVUT FEL,2000

Janku, L. Computational Auditory Scene Analysis. Praha, CVUT FEL Janku, L.,Sorf, M., Eck, V., Hidden Markov Models & Music Pattern Recognition ,Praha, CVUT FEL,1999

Invited lectures

Janku, L. Eck, V. : Human Factor in Nuclear Power Plants [Invited lecture], Insititute for the Nuclear Safety 2003-03-07

Janku, L.: Modelling User Beahviour Using Machine Learning Techniques [invited lecure], IPM Zittau 2002-05-13

Janku, L. Blind Signal Separation and Audio Scene Analysis. [Invited Lecture]. Czech Medical Society. 2000-11-01.

Janku, L. Computational Auditory Scene Analysis. [Invited Lecture]. Praha, Academy of Science Seminars. 2000-04-17.

Janku, L. - Fejtova, M. - Eck, V. - Sorf, M. Simulative System for Human Operator State Estimation from Psychosmatic Data. [Invited Lecture]. Czech Medical Society. 2000-10-30. (in Czech).

 

Teaching:

 

Biomedical Data Processing (Lectures and Seminars)

Introduction to Computer Science (Seminars)

System Integration (Seminars)

Information System Design (Seminars)

 

Advisor of Final (Diploma) Thesis:

 

-         Automatic Text Generation using LA Grammars (student: O. Cernos)

-         Human Operator Stress and Fatigue Level Estimation (student: M. Kolar)

-         ECG Signal Analysis in Time and Frequency Domains (student: P. Repa)

-         Computational Systems for Music Structure Analysis (student: G. Markova)

-         Pattern Recognition Methods for Eye Movement Monitoring (student: P. Buryan)

-         Adaptive Methods for EEG Signal Processing And Biofeedback (student: O. Bradac)