Web Page Mehmed Kantardzic

WEB PAGE MEHMED KANTARDZIC

Home:

======

Dr. Mehmed M. Kantardžic
Professor
Director ofData Mining Lab

Director ofData Mining Lab
Home
Teaching
Research
Activities
Publications

Data Mining Book
/

MEHMED KANTARDZIC PhD, Professor
Computer Engineering and Computer Science Department,
J. B. Speed School of Engineering, University of Louisville
Director of Data Mining Lab

CECS Department, J. B. Speed School of Engineering
University of Louisville
Louisville, KY40292
Voice: (502) 852-3703 Fax:(502) 852-4713
E-mail:

Dr. Kantardzic received B.S., M.S., and Ph.D. degrees in computer science from University of Sarajevo, Bosnia. Until 1994, he was an Associate Professor at the University of Sarajevo, Faculty of Electrical Engineering, Sarajevo, Bosnia and Herzegovina. In 1995 he joined the Computer Engineering and Computer Science Department, University of Louisville, and since 2004 he is Professor and Director of Data Mining Lab.

His research interests are: data mining and knowledge discovery, soft computing, multimedia technologies on Internet, and distributed intelligent systems. Dr. Kantardzic is the author of six books, he initiated and led more than 35 research and development projects, and he published in refereed journals and conference proceedings more than 120 articles. IEEE and John Wiley published his textbook on data mining in November 2002, and the same publishers are preparing the new book on data mining applications for fall 2004. Dr. Kantardzic is a member of IEEE, ISCA, SPIA, and BIT. Besides other professional activities, he was Program Chair for ISCA ’99 in Denver, CO, and General Chair for ISCA-2001 Conference in Arlington,VA, and ICMLA’04 Conference in Louisville, KY.

Connect to the web site:

ADD Announcement:

NEW BOOK !!!!!

M. Kantardzic, J. Zurada, “New Generation of Data Mining Applications”, IEEE Press and John Wiley, Fall 2004.

======

Teaching:

======

Dr. Mehmed M. Kantardžic
Associate Professor
Director ofData Mining Lab

Teaching

Fall 2001

CECS 504 – Automata Theory
EAC 100-2 – Introduction to Calculus

Spring 2002

CECS 504 – Automata Theory
EAC 101-01 – Calculus

Summer 2002

CECS 694 – Data Mining

Fall 2002

EAC 100-02 - Introduction to Calculus
EAC 100-03 - Introduction to Calculus

Spring 2003

CECS 623 – Data Mining
EAC 101-02 – Calculus I

Summer 2003

CECS 101-03- Calculus I
CECS 102 – Calculus II

Fall 2003

EAC 100-03 - Introduction to Calculus
EAC 100-07 - Introduction to Calculus

Spring 2004

CECS 101-Calculus I
CECS 623 – Data Mining

Summer 2004

CECS 230 – Introduction to Computer Science and Engineering (New page!!!!)

Fall 2004

CECS 230 – Introduction to Computer Science and Engineering
CECS 504 – Automata Theory

======

CECS 230 – Introduction to Computer Science and Engineering (New page!!!!)

======

Dr. Mehmed M. Kantardžic
Associate Professor
Director of Data Mining Lab

University of Louisville, CECS Department

======

INTRODUCTION TO COMPUTER SCIENCE AND ENGINEERING

CECS 230

COURSE SYLLABUS

Summer 2004

Instructors:

Dr. M. M. KantardzicP. Sadeghian

Phone: (502) 852-3703

E-mail:

Office Hours:

M,W 12:15 – 1:00 p.m. JBS 121

other times by appointment

Lectures:

M,W11:00 – 12:15SH 100

F11:00 – 12:15SH 100

Laboratory:

During the Friday classes.

Course Prerequisite:

CECS 121

Course Description:

This course covers the logical basis of computer structure, instruction codes, arithmetic and logical operations, addressing, input/output subroutines, linkages, macros, and assembly systems. Studies of algorithms and data structures in a variety of engineering applications are presented using machine language, assembly language, and higher-level languages. This course contributes to the following ABET goal: written communication, and contains heavy coverage of the following ABET goals: problem solving and the ability to apply knowledge of computer science and engineering.

Course Objectives:

After taking this course, the student should:

Understand the basics of computer organization, machine arithmetic and logical operations, algorithms, data structures, and theory of computation.

Text:

J. Glenn Brookshear, Computer Science-An Overview, 8th edition, Addison Wesley Longman, Inc., 2004, (7th edition of the textbook is also acceptable).

Grading Policy:

Paper-and-pencil type homeworks, lab exercise, individual programming projects and team research project will be assigned, collected and graded. Two 75-minute tests and the final exam will be given. Tests and the exam will be closed book.

In addition to achieving a passing cumulative score (typically 60%), a minimum performance of 50% must also be achieved in each of the following areas (given with weights):

Homeworks 15%

Labs 15%

Projects10%

Two tests 40%

Final Exam20%

------

Total 100%

Grading Scale

(90% & up) A (80%-89.99%)B

(70%-79.99%) C (60%-69.99%)D

(below 60%) F

Cheating Policy:

Students are encouraged to work together and learn from each other. However, cheating in any form on exams, or copying of homework or computer programs will not be tolerated. Any evidence of cheating will result in a failing grade for the course and appropriate notification will be made to the Dean’s office.

General Policies:

1.If you bring food to class, bring enough to share with everyone.

2.Soft drinks and bottled water are permitted, as long as you drink quietly, do not spill, and properly dispose of empty containers. Soft drinks and food are not permitted during the lab classes.

Once the lecture starts, any student wishing to speak should raise his or her hand and wait for recognition from the instructor before speaking.
Homeworks and computer project reports are due at the start of class on the due date. Lab project reports are due at the end of the lab class. Late homework will only be accepted in extenuating circumstances. Late project reports and lab reports may be accepted, subject to late penalties.

Students with Disabilities:

If you need accommodations because of a disability, if you have emergency medical information to share with the instructor, or if you need special arrangements in case the building must be evacuated, please see the instructor after the first class meeting or make an appointment to discuss it with him as soon as possible.

Tentative Schedule:

The following is the tentative schedule of topics, and associated textbook sections, which will be covered.

1.Machine Architecture(Chapters 1, 2)

2. Software(Chapters 3, 5, 6, 7)

3. Data Organization(Chapters 8, 9)

4. Data Communications(Chapter 4)

5.Advanced Topics(Chapters 10, 11)

Oral and written communication requirements:

Written reports are required as a part of each lab and computer project. The reports will be graded based upon both technical accuracy and completeness, and proper spelling, punctuation, and grammar.
Short oral presentation is required for the team projects.

Research

======

Dr. Mehmed M. Kantardžic
Professor
Director ofData Mining Lab

Research Interests

Knowledge Discovery & Data Mining - Distributed Data Mining - Data Mining in Biomedicine – Bioinformatics –Data Mining & Virtual Reality Systems - Fractal Theory & Data Analysis - Knowledge Based Patient Record System - Knowledge Extraction from Neural Networks - Visualization of Neural Network Generalizations –Soft Computing - Distributed Intelligent Systems - Intelligent Agent Architectures - Negotiation.

Recent Research Projects

Knowledge Discovery in Large VE: A New Approach for Solving Wayfinding Problem, NSF, 09/2003 – 09/2005.

Toward Autonomic Distributed Data Mining with Intelligent Web Services, KSEF, 07/2003 – 06/2005.

REAL Estate License Renewal: An Extension Phase, KY Real Estate Commission, 08/2003 - 06/2004.

REAL Estate License Renewal: An Implementation Phase, KY Real Estate Commission, 08/2002-06/2003.

Use of Multiple AI Methodologies to Produce Foundation for an Intelligent Medical System, NASA, 09/2001-09/2002, Phase I.

Recent Publications

======

Activities:

======

Dr. Mehmed M. Kantardžic
Associate Professor
Director ofData Mining Lab

Professional Activities

Meetings Chaired:

General Chair:

International Conference on Machine Learning & Applications (ICMLA’04),Louisville, KY, 2004;

10th International Conference on Intelligent Systems, June 13-15, 2001, Arlington, VA.

Program Chair:

International Conference on Intelligent Systems ICIS-99, June 24-26, 1999, Denver, CO;
Annual Conferences on Information Technologies, Sarajevo, Bosnia and Herzegovina, 1979-1991;
XXXII Yugoslav Conference on Electronics, Telecommunication and Automation - ETAN1988.

Session Chair:

5th International Conference on Data Mining, Pachuca, Mexico, 2003;
International Conference on Machine Learning and Applications (ICMLA’03), Los Angeles, June 2003;

The 2002 International Multiconference in Computer Science and Computer Engineering, Las Vegas, 2002;
13th International Conference on Computer Applications in Industry and Engineering, Honolulu, Hawaii, 2000;
Kentuckiana Conference On E-Commerce, Louisville, 2000;
International Conference on Intelligent Systems ICIS-2000, Louisville, 2000;
ISCA International Conference on Intelligent Systems, Boston, Massachusetts, 1997;
International Conference "Computer at the University" Cavtat, Croatia, 1991;
Annual Conference on AI and Information-Control Systems, Prague, CSSR, 1989;
2nd IFAC/IFIP Workshop on Experience with Management of Software Projects, Sarajevo, Bosnia and Herzegovina, 1988;
International Conference ICCIP '87, Beijing, China, 1987;
IFIP Conference on Network in Office Automation, Sofia, Bulgaria, 1984.

Program Committee Member

Mathematical Methods for Learning: Advances in data mining and knowledge discovery, June 2004, Como, Italy

5th International Conference on Data Mining, Pachuca, Mexico, 2003;
International Conference on Machine Learning and Applications (ICMLA’03), Los Angeles, June 2003;
Intelligent System Design and Applications (ISDA’03), Tulsa, August 2003;
13th International Conference on Computer Applications in Industry and Engineering, Honolulu, Hawaii, 2000;
ISCA International Conference on Intelligent Systems ICIS-99, Denver, Colorado, 1999;
Simulation - The Journal of the Society for Computer Simulation, 1995;
ISCA International Conference ”Parallel and Distributed Computer, Systems ’95”, Orlando, Florida, 1995;

Other Activities

Editor of IEEE Internet Computing, special Issue on Distributed Data Mining, spring 2006.

Reviewer and Panel Member of the NSF medium ITR panel, Washington, DC, May 2003;
Reviewer for:

-Artificial Intelligence in Medicine Journal, 2004;

-International Journal of Neural Parallel and Scientific Computation, Special Topic on Computational Intelligence in Management, 2003;

-ISCA Journal, 2003.

IEEE Special Award Judge for 2002 Intel International Science and Engineering Fair, Louisville, Kentucky, 2002;
IEEE Computer Science Special Award Judge for International Science and Engineering Fair, Louisville, Kentucky, 1997;
General Secretary of BIT, Bosnian Association for Information Technologies (1991-1995);
Member of the Managing Board of YUNAC Association (Network for Academia, 1989-1991);
Board Member of ETAN, the Yugoslav professional association for electronics (1987-1992);
Member of IEEE, ISCA and SPIE.

Invited Presentations:

Tutorial:“Advanced Data Mining: From Temporal Data Mining to Stream Data Mining”, one-day tutorial, 5th International Conference on Data Mining, Pachuca, Mexico, August 2003.
“Temporal Data Mining”-CSE Ph.D. seminar (University of Louisville, Louisville, KY, 2002);

” Data Mining” (SUNYUniversity, Brockport, NY, 2001);
” Data Mining” (St. ThomasUniversity, St. Paul, MN, 2001);
” Data Mining” (BellarmineCollege, Louisville, KY, 2001);
“ Neural Network Gaps” (IndianaSoutheastUniversity, New Albany, IN, 2001);
“Computer Security and Protection” (State University, St. Cloud, MN, 1998).

“Neural Network Gaps” - CSE Ph.D. seminar (University of Louisville, Louisville, KY, 1998);

Awards:

2004 Distinguish Faculty Award Nominee.

The Best Paper Award for the paper: “Efficient Implementation of Strong Negative Associations Rules” at the 2003 International Conference on Machine Learning and Applications, Los Angeles, CA, June 2003.
Listed in the seventh edition of Who’s Who Among America’s Teachers, 2002.

Publications

======

Recent Publications

BOOKS

M. Kantardzic, J. Zurada, “New Generation of Data Mining Applications”, IEEE Press and John Wiley, Fall 2004.

….

BOOK CHAPTERS

……

JOURNALS

…….

CONFERENCES & WORKSHOPS

M. Kantardzic, P. Sagedhian, S. Chun, “The Time Diversification Monitoring of a Stock-Portfolio: An Approach Based on a Fractal Dimension”, ACM Symposium on Applied Computing SAC 2004, Nicosia, Cyprus, March 2004.

M. Soliman, M. Kantardzic, “Global Model of Distributed Data Mining is not Summing of Local Models”, accepted for the Data Mining 2003 Conference, Rio de Janeiro, Brazil, December 2003.

Kumar, M. Kantardzic, “Grid Application Protocols and Services for Distributed Data Mining”, The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - Workshop on Data Mining Standards, Services and Platforms (DM-SSP 03), Washington, DC, August 2003.

M. Kantardzic, A. Badia, “Efficient Implementation of Strong Negative Associations Rules”, Proceedings of the 2003 International Conference on Machine Learning and Applications, Los Angeles, CA, June 2003, pp. 152-158 (The Best Paper Award).

M. Kantardzic, A. Badia, “A Data Mining Framework for Semantically Distributed Databases”, Proceedings of The Seventh IASTED International Conference in Artificial Intelligence and Soft Computing (ASC 2003), Banff, Canada, July 2003.

Badia, M. Kantardzic, “Generalizing Association Rules: A Theoretical Framework and an Implementation”, Proceeding of the Third International Conference on the Intelligent Systems Design and Applications (ISDA’03), Tulsa, OK, August 2003.

M. Kantardzic, A. Kumar, “Toward Autonomic Distributed Data Mining With Intelligent Web Services”, The Proceedings of the 2003 International Multiconference in Computer Science and Computer Engineering (IKE’03), Las Vegas , NV, June 2003.

M. Soliman, M. Kantardzic, “Towards Building a Distributed Mining Approach”, Proceedings of the 2nd IEEE International Symposium on Signal Processing and Information Technology, Marrakesh, Marocco, December 2002, pp. 305-309.

…….

At the end add:

Other Publications& Projects (with the connection to the new page !!!!)

Other Publications & Projects (New page!!!!!!!)

Books

M. Kantardzic, “Knowledge Engineering Principles: Representation and Search”, Svjetlost Pub. Co., prepared for publication in 1994, (in Bosnian).

M. Kantardzic, M. Barucija, “Introduction to Informatics”, Svjetlost Pub. Co., Sarajevo, 1991, (in Bosnian).

M. Kantardzic, S. Kovacevic, “Office Automation: Tools and Methods” Svjetlost Pub. Co., Sarajevo 1989, (in Bosnian).

M. Kantardzic, “Computers and Programming”, Svjetlost Pub. Co., Sarajevo, 1986, (in Bosnian).

M. Kantardzic, K. Delic, “Pattern Recognition Principles” Svjetlost Pub. Co., Sarajevo, 1984, (in Bosnian).

Conference Proceedings

M. Kantardzic, D. Zeric, D. Kantardzic, A Mikulic, A. Saric, “Integrated Programming environment as a support for Survey and Opinion Research”, II Workshop on Informatics in Bosnia, Sarajevo, December 1993.
M. Kantardzic, “WAQUM: Current Status and Applications”, Bosnian Academia of Science Workshop on Environment Protection in a War, Sarajevo, December 1992, (in Bosnian).
N. Gujic, M. Kantardzic, “Protection Mechanism Realization in a DIPSTY-E System”, XXXV Yugoslav Conference ETAN, Ohrid, June 1991, (in Bosnian).
S. Rizvic, M. Kantardzic, A. Filipovic,” Problems in a Temporal Reasoning”, MIPRO ’91 Conference, Opatija, May 1991, (in Bosnian).
N. Gujic, M. Kantardzic, “Protection Mechanism in DIPSY-E System”, XV Information Technologies Conference,Sarajevo, March 1991, (in Bosnian).
M. Kantardzic, N. Milicic, U. Jusupovic, “Graphical Knowledge Based Electronic Mail System”, Proceedings of the 6th Mediterranean MELECON Conference, Ljubljana, Slovenia, May 1991, pp.1165-1168.
M. Kantardzic, N. Gujic, A. Filipovic, V. Okanovic, H. Glavic, “Explanation Possibilities in DIPSY-E System”, MIPRO Conference, Opatija, May 1990, (in Bosnian).
M. Kantardzic, O. Martinovic, A. Filipovic, ”Generator of Stylized Knowledge Base”, Yugoslav Conference ETAN’90, Zagreb, June 1990, (in Bosnian).
M.Kantardzic, N.Gujic, A.Filipovic, V.Okanovic, H.Glavic, “Tightly-Couples Rules Search Strategy”, International Conference “Computer at University”, Cavtat, June 1990.
M. Kantardzic, D. Gajic, U. Jusupovic, “Mathematical Text as a Graphic Component of Electronic Document”, YUGRAPH Conference, Dubrovnik, April 1990.
M. Kantardzic, N. Milicic, “Model of a System for Documents Distribution”, XIV Conference on Information Technologies,Sarajevo, March 1990, (in Bosnian).
M. Kantardzic, U. Jusupovic, D. Gajic, “Levels in Generating Mathematical Text”, ETAN Conference, Zagreb, June 1990, (in Bosnian).
Filipovic, M. Kantardzic, H. Glavic, N. Gujic, V. Okanovic, “DIPSY-E: Expert System Development Tool (an overview and experience)”, AI Applicationa Conference, Dubrovnik, August 1989.
M. Kantardzic, N. Agovic, A. Filipovic, “Fuzzy Data Editor in DIPSY-E System”, ETAI Conference, Ohrid, October 1989, (in Bosnian).
A.FILIPOVIC, D. Gajic, M. Kantardzic, H. Glavic, N. Milicic, “Draft on Multimedia Documents II’ ROJP Conference, Portoroz 1989, (in Bosnian).
M. Kantardzic, S. Kapetanovic, U. Jusupovic, H. Glavic,” Semantic Operations in DIP System”, XIII Information Technologies Conference,Sarajevo, March 1989, (in Bosnian).
R. Milovanovic, M.Hajdukovic, Z.Salcic, M.Kantardzic, E.Humo,”A Large Software Project: Lessons Learned”, 2nd IFAC/IFIP Workshop on Experience with the Management of Software Projects,Sarajevo, September 1988.
Filipovic, D. Gajic, H. Glavic, M. Kantardzic, N. Milicic, “Draft on Multimedia Documents”, ROJP Conference, Portoroz 1988, (in Bosnian).
M. Kantardzic, A. Filipovic, H. Glavic, “Expert System for Component Selection in a Technical Security System”, MIPRO’88 Conference, Opatija, May 1988, (in Bosnian).
M. Kantardzic, H. Glavic, A. Filipovic, “CAD of Technical Security System: Knowledge Based Approach”, XXXII Yugoslav Conference ETAN, Sarajevo, June 1988, (in Bosnian).
M. Kantardzic, “L-R Fuzzy Numbers Representation of Linguistic Imprecise Data”, Information Technologies Conference, Sarajevo, March 1988, (in Bosnian).
M. Kantardzic, S. Kovacevic, “Intelligent Form Management System”, ICCIP ’87 Conference,Beijing, China, August 1987.
M. Kantardzic, E. Kazic, “Expert System on a Personal Computer”, MIPRO ’86 Conference, Opatija, May 1986, (in Bosnian).
M. Kantardzic, “The Inference Engine in the DIP-E Development Tool for Expert System”, Proceedings on Applications of Artificial Intelligence IV, Innsbruck, Austria, April 1986.
S. Osmanagic, M. Kantardzic, A. Filipovic, “Architecture and Performance of Tools for Developing Intelligent Systems”, XI International Conference on Cybernetics, Namur, Belgium, August 1986.
M. Kantardzic, S. Kovacevic, N. Pejovic, S. Boltek, S. Osmanagic, A. Markovic, ”An Approach in Graphical Subsystem Realization: Application Oriented Environment Based on AI”, ETAN’86 Conference, Herceg Novi, June 1986, (in Bosnian).
Filipovic, S. Osmanagic, M. Kantardzic, “DIPSY-E Syntactical Editor: Software Tool for Knowledge Base Maintenance”, VIII International Conference “Computer at University”, Cavtat, May 1986.
M. Kantardzic, S. Kovacevic, “DIP: AI Based System for Document Manipulations”, Technique-Science-Engineering, No. 25, May 1986.
M. Kantardzic, “Expert Systems: New Applications Oriented Programming Environments”, Technique-Science-Engineering, No. 25, May 1986.
M. Kantardzic, Z. Mijovic, “EDISON Symbolic Debugger”, VII International Conference “Computer at University”, Cavtat, May 1985.
M. Kantardzic, S. Osmanagic, A. Filipovic, “DIPSY-E: Software Development Tool”, ETAN ’85 Conference, Nis, June 1985, (in Bosnian).
Kulenovic, M. Kantardzic, “Design of an Expert System Based on Data Base Management System”, IX BiH Conference on Informatics, Sarajevo, March 1985, (in Bosnian).
M. Kantardzic, “Mini Computers Applications in Medicine’, Workshop on Process Modeling,Sarajevo, December 1984, (in Bosnian).
M. Kantardzic, S. Kovacevic, “DIP: Intelligent Form Management System”, IFIP Conference “Network in Office Automation”,Sofia, September 1984.
S. Kovacevic, M. Kantardzic, “Typewriter as a Graphical Output Device in Office Automation”, First Austro-Yugoslav Conference on Computer Graphics, Kranjska Gora, May 1984.
M. Kantardzic, S. Kovacevic, “DIP: Office Automation Support System”, ETAN ’84 Conference, Split, June, 1984, (in Bosnian).
M. Kantardzic, Z. Vukajlovic, Z. Mijovic, R. Milovanovic, A. Karahasanovic, “Symbolic Debugger for EDISON Programming Language”, VIII BiH Conference on Informatics, Sarajevo, March 1984, (in Bosnian).
M. Kantardzic, S. Osmanagic, K. Delic, “Syntactic Editor for EDISON Programming Language: Modeling Process”, ETAN ’83 Conference, Struga, June 1983, (in Bosnian).
M. Kantardzic, D. Jurkovic, “Parameter Processing Language and Compiler for DIPSY Word Processor”, V International Conference “Computer at University”, Cavtat, May 1983.
M. Kantardzic, S. Kovacevic, “Realization of Intelligent Word Processor”, VII BiH Conference on Informatics,Sarajevo, April 1983, (in Bosnian).
S. Kovacevic, M. Kantardzic, “Applications of Pattern Recognition Methods in an Information Retrieval System”, Jahorina’83 Conference, Sarajevo, April 1983, (in Bosnian).
M. Kantardzic, Z. Salcic, S. Kovacevic, “Text processing System”, Conference on Text Processing Problems, Zagreb, October 1982, (in Bosnian).
M. Kantardzic, R. Milovanovic, “Computer Analysis and Recognition of EEG Signal: An Interactive Approach” , Jahorina’82 Conference, Sarajevo, March 1982, (in Bosnian).
M. Kantardzic, “Semantical Aspects of Information Theory: Application on Data Sets Analysis”, Ph.D. Thesis, University of Sarajevo, Sarajevo, June 1980.
M .Kantardzic, S. Kovacevic, F. Mehovic, M. Todorovic, “ Different Data Organization in a System for Information Retrieval”, III International Conference “Computer at University”, Cavtat, May 1981.
M. Kantardzic, F. Mehovic, S. Kovacevic, “Information Retrieval Software Tool: Performance Evaluation”, V BiH Conference on Informatics, Sarajevo, March 1981, (in Bosnian).
Dz. Kantardzic, M. Kantardzic, A. Mirojevic, “Applications on Off-line Computer Analysis of EEG Signal in Clinical practice”, II Congress on Clinical Neurophysiology, Belgrade, May 1980. (in Bosnian).
Dz. Kantardzic, M. Kantardzic, V. Deletis, B. Grdzic, “ Computer Application in EEG Analysis”, UniversityMedicalCenter Workshop, Sarajevo, April 1980, (in Bosnian).
M. Kantardzic, “The Protection of Data Bases from User’s Generating of Forbidden Information”, International Conference on Artificial Intelligence and Information-Control Systems of Robots, Bratislava, April 1980.
F. Mehovic, M. Kantardzic, “Programming Tool for Statistical Analysis Multidimensional Tables”, IV Bosnian Conference on Informatics, Sarajevo, March 1980, (in Bosnian).
M. Kantardzic, S. Kovacevic, “Application of Statistical Analysis in Determination of Serbo-Croatian Text Characteristics”, IV Bosnian Conference on Informatics,Sarajevo, March 1980, (in Bosnian).
M. Kantardzic, “Data Protection Algorithm”, IV Bosnian Conference on Informatics, Sarajevo, March 1980, (in Bosnian).
M. Kantardzic, “Model of Information Generating on Semantic Level”, Informatica ’79Conference, Bled, October 1979.
M. Kantardzic, M. Sarajlic, “ Cost-Benefit Analysis with Interactive Software Tool”, Informatica ’79 Conference, Bled, October 1979.
Z. Salcic, M. Hajdukovic, M. Kantardzic, “ Data Bases of Hydrological Information System”, III Bosnian Conference on Informatics “Jahorina ‘79”, (in Bosnian).
M. Kantardzic, “An Algorithm for Optimal Data Retrieval from Files”, Congress on Mathematics,Varna, Bulgaria, March 1979.
O. Alagic, M. Barucija, M. Kantardzic, “Realization of Computer Bases System for Electricity Charge in VPV”, CIGRE ’78 Conference, Dubrovnik, November 1978, (in Bosnian).
M. Barucija, M. Sarajlic, M. Kantardzic, “Relational Character of SPOK System”, Informatica ’78 Conference, Bled, October 1978.
M. Barucija, M. Kantardzic, “Information System for Electricity Charge in VPV”, II.Bosnian Conference on Informatics “Jahorina’78”,Sarajevo, March 1978, (in Bosnian).
Z. Salcic, M. Hajdukovic, M. Kantardzic, “An Approach to Hydrological Information System Development”, II Bosnian Conference on Informatics “Jahorina ‘78”,Sarajevo, March, 1978, (in Bosnian).
M. Kantardzic, “Clustering Organization of Files”, II Bosnian Conference on Informatics “Jahorina ‘78”, Sarajevo, March, 1978, (in Bosnian).
M. Kantardzic, M. Sarajlic, “Programming Environment for Files Manipulation on Mini Computers”, ETAN ’78 Conference, Zadar 1978, (in Bosnian).
S. Muftic, M. Kantardzic, “Generating Semantics of Information through the Process of File Reading”, ETAN ‘77 Conference, Banja Luka, June 1977, (in Bosnian).
M. Kantardzic, Dz. Kantardzic, V. Deletis, “Problems in Computerized EEG Analysis”, ETAN ’77 Conference, Banja Luka, June 1977, (in Bosnian).
M. Kantardzic, M. Djuknic, “Software Tool Based on Multi-list Data Organization”, International Conference “Informatica 77”, Bled, October 1977.
M. Kantardzic, Z. Salcic, “ Informatics in High Schools”, I Bosnian Conference on Informatics, Sarajevo, April 1977, (in Bosnian).
M. Barucija, M. Kantardzic, “Computer Networks”, I Bosnian Conference on Informatics, Sarajevo, April 1977, (in Bosnian).
Cecez-Kecmanovic, M. Kantardzic, et. al., ‘A Logistical Information System: ISSS Development”, International Conference “Computer at University”, Zagreb, November 1975.
M. Kantardzic, “Algebraic Approach to Data Files”, M.S. Thesis, Faculty of Electrical Engineering, University of Sarajevo, July 1975, (in Bosnian).
M. Barucija, M. Kantardzic, “Algebraic Approach to Data Files Conversion”, Informatica Conference, Bled, October, 1975, (in Bosnian).
M. Kantardzic, M. Barucija, “ Some Aspects of File Definition”, ETAN ’75 Conference, Ohrid, June 1975, (in Bosnian).
M. Kantardzic, “Analysis of Bioelectrical Signals and Other Medical Information Using Computers and Specialized Instruments”, UniversityHospital KOSEVO Workshop, Sarajevo, June 1973, (in Bosnian).

Tehnical Reports, Surveys and Reference Books