TRƯỜng đẠi học khoa học tự nhiên khung chưƠng trình đÀo tạo tiến sĩ


Ghi chú: * Tổng số giờ tín chỉ (số giờ tín chỉ lên lớp/số giờ tín chỉ thực hành/số giờ tín chỉ tự học)



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Ghi chú:

* Tổng số giờ tín chỉ (số giờ tín chỉ lên lớp/số giờ tín chỉ thực hành/số giờ tín chỉ tự học)

** Tổng số tiết học tín chỉ (số tiết học tín chỉ lên lớp/số tiết học tín chỉ thực hành/số tiết học tín chỉ tự học)


    1. Danh mục tài liệu tham khảo.

STT

Mã môn học

Tên môn học

Số Tín chỉ

Danh mục tài liệu tham khảo

(Tài liệu bắt buộc, Tài liệu tham khảo thêm)




(1)

(2)

(3)

(4)

(5)




I.

Khối kiến thức chung

11









MG01

Triết học

Philosophy

4

Theo chương trình chung






MG02

Ngoại ngữ chung

Foreign languague for general purposes

4

Theo chương trình chung






MG03

Ngoại ngữ chuyên ngành

Foreign languague for specific purposes

3

Theo chương trình chung




II.

Khối kiến thức cơ sở và chuyên ngành













II.1. Các môn học bắt buộc

22









TNBD601

Cơ sở dữ liệu suy diễn

Deductive Database

2

  • Subrata Kumar Das, Deductive Databasea and Logic Programming, Ed. Addison Wesley, 1992

  • Phan Trương Dần, Ngôn ngữ lập trình Prolog v.2, NXB. KHKT, 1998

  • Phan Huy Khánh, Lập trình logic trong Prolog, NXB. Đại học quốc gia Hà nội, 2004






TNBD602

Logic mờ

Fuzzy Logic

2

  • Timothy J. Ross, Fuzzy Logic with Engineering Applications, ISBN: 0470860758, 650 pages, paperback, published by John Wiley & Sons, 2nd edition, 2004

  • Kevin M. Passino and Stephen Yurkovich, Fuzzy Control, Addison Wesley Longman, Menlo Park, CA, 1998 (later published by Prentice-Hall). http://eewww.eng.ohio-state.edu/~passino/FCbook.pdf

  • McNeill, Martin and Ellen Thro., Fuzzy Logic: a Practical Approach, 1994 Academic Press Professional. http://www.fuzzysys.com/books/FLLib/FUZZYPDF/FUZZYLOG.PDF






TNBD603

Thuật toán song song

Parallel Algorithms

2

Bắt buộc

  • Ananth Grama, Anshul Gupta, George Karypis, and Vipin Kumar, Introduction to parallel computing, 2nd edition, Addison-Wesley, 2003. ISBN 0-201-64865-2

  • Seyed H. Roosta, Parallel Processing and Parallel Algorithms, Springer-Verlag, 2000.

Tham khảo thêm

  • M. Sasikumar, Dinesh Shikhare, P. Ravi Prakash, Introduction to Parallel Processing, Prentice - Hall, 2000

  • Barry Wilkinson, Michael Allen, Parallel Programming, Prentice Hall, 1999.

  • Michael Jay. Quinn, Parallel Computing, McGRAW-HILL, 1994.

  • Joseph JáJá, An Introduction to Parallel Algorithms, Addison-Wesley Company, 1992.

Website

http://www-unix.mcs.anl.gov/dbpp/

http://www-users.cs.umn.edu/~karypis/parbook/







TNBD604

Hệ chuyên gia và trí tuệ nhân tạo

Artificial Intelligence and Expert Systems

2

  • Bratko, I., Prolog, 2 Ed., Addison-Wesley, 1990.

  • ChBratko, I., Prolog, 2 Ed., Addison-Wesley, 1990.

  • Charniak, E., and McDermott, D., Introduction to Artificial Intelligence, Addison-Wesley, 1987.

  • Dean, T., Allen, J., and Aloimonos, Y., Artificial Intelligence Theory and Practice, Benjamin/Cummings, 1995.

  • Giarratano, J., and Riley, G., Expert Systems Principles and Programming, PWS-KENT, 1989.

  • Luger, G., and Stubblefield, W., Artificial Intelligence , 2 Ed., Benjamin/Cummings, 1993.

  • Nilsson, N. J., Principles of Artificial Intelligence, Tioga, 1980.

  • Rich, E. and Knight, K., Artificial Intelligence, 2 Ed., McGraw-Hill, 1991.

  • Russell S., and Novig, P., Artificial Intelligence A Modern Approach, 1995.

  • Tanimoto, S. L., The Elements of Artificial Intelligence Using Common Lisp, 2 Ed., W. H. Freeman, 1995.arniak, E., and McDermott, D., Introduction to Artificial Intelligence, Addison-Wesley, 1987.

  • Dean, T., Allen, J., and Aloimonos, Y., Artificial Intelligence Theory and Practice, Benjamin/Cummings, 1995.

  • Giarratano, J., and Riley, G., Expert Systems Principles and Programming, PWS-KENT, 1989.

  • Luger, G., and Stubblefield, W., Artificial Intelligence , 2 Ed., Benjamin/Cummings, 1993.

  • Nilsson, N. J., Principles of Artificial Intelligence, Tioga, 1980.

  • Rich, E. and Knight, K., Artificial Intelligence, 2 Ed., McGraw-Hill, 1991.

  • Russell S., and Novig, P., Artificial Intelligence A Modern Approach, 1995.

  • Tanimoto, S. L., The Elements of Artificial Intelligence Using Common Lisp, 2 Ed., W. H. Freeman, 1995.






TNBD605

Lý thuyết thuật toán

Theory of Algorithms

2

  • I. Manxep, Thuật toán và hàm đệ quy (Tiếng Nga), Mockva 1965.

  • Cơ sở toán học của điều khiển học, (Tiếng Nga), Mockva, 1974.

  • A. Tractenbrot, Thuật toán và các otomat tính toán, (Tiếng Nga), Mockva, 1974.

  • Đỗ Đức giáo & Đặng Huy Ruận, Lý thuyết hàm đệ quy, ĐHTH Hà Nội, 1991.

  • Phan Đình Diệu, Lý thuyết otomat và thuật toán - Hà nội 1977.






TNBD606

Khai phá dữ liệu

Data Mining

2

Tài liệu chính.

  • Jiawei Han và Micheline Kamber. Data Mining: Concepts and Techniques. Morgan Kaufmann Publisher, 2001 (và file poiwerpoint bài giảng từ nguồn www-courses.cs.uiuc.edu/~cs497jh/).

Các tài liệu tham khảo khác

  • Pierre Baldi, Paolo Frasconi, Padhraic Smyth. Modeling the Internet and the Web: Probabilistic Methods and Algorithms, Wiley, 2003.

  • Peter Cabena, Pablo Hadjinian, Roff Stadler, Jaap Verheer, Alexxandro Zanasi. Discovering Data Mining. From Concept to Inplementation. Prentice Hall Ptr, Upper Staddle River, New Jersey 07458, 1997

  • R. O. Duda, P. E. Hart và D. G. Stork. Pattern Classification (Second Edition), Wiley, 2000, ISBN: 0-471-05669-3.

  • Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy. Advances in Knowledge Discovery in Databases. AAAI Press/The MIT Press. 1996,

  • W.H. Inmon. Building the Data Warehouse (Third Edition). John Wiley & Sons, Inc., 2002, ISBN: 0-471-08130-2, 2002.




  • Boris Kovalerchuk, Evgenii Vityaev. Data Mining in Finance: Advances in Relational and Hybrid Methods. Kluwer Academic Publishers, Second Printing, 2001.

  • Nguyen Hung Son. Rough Set and Data Mining. 2006.

  • Christopher Westphal, Teresa Blaxton. Data Mining Solution. Wiley Computer Publishing, 1998.

  • Ian H. Writen and Eibe Frank. Data Mining: Practical Machine Learning Tools and Techniques (Second Edition). Elsevier Inc., 2005, ISBN: 0-12-088407-0.

  • Jason T.L. Wang, Mohammed J. Zaki, Hannu T.T. Toivonen và Dennis Shasha (eds.). Data Mining in BioInformatics. Springer, 2005.

  • Wojciech P. Ziarko (Ed., 1994). Rough Sets, Fuzzy Sets and Knowledge Discovery. Proceedings of the International Workshop on Rough Sets and Knowledge Discovery (RSKD'93), Banff, Alberta, Canada, 12-15 October 1993, Springer-Verlag.






TNBD607

Mạng máy tính nâng cao

Advanced Computer Networking

2

  • Larry Peterson and Bruce Davie , Computer Networks: A Systems Approach (3rd Edition), Morgan Kaufmann, 2003.

  • Michael Donahoo and Kenneth Calvert , TCP/IP Sockets in C: Practical Guide for Programmers, Morgan Kaufmann, 2003.

  • Jim Kurose and Keith Ross , Computer Networking: A Top-Down Approach Featuring the Internet, Addison-Wesley. 1998

  • R. Guerin, A. Orda, and D. Williams. QoS Routing Mechanisms and OSPF Extensions. Global Internet 1997.

  • Các bài báo khoa học liên quan






TNBD608

Ngôn ngữ hình thức và Otomat (nâng cao)

Advanced Formal Languague and Automata

2

  • Andras Adam, Behavior and Simplicity of Finite Moore Automata, Akademiai Kiado, Budapest, 1996.

  • Taylor L. Booth, Sequential Machines and Automata Theory, John Wiley and Sons, Inc., New York, NY, 1967.

  • Parimal Pal Chaudhuri, et al., Additive Cellular Automata: Theory and Applications, IEEE Computer Society Press, Los Alamitos, CA, 1997.

  • Vladimir Drobot, Formal Languages and Automata Theory, Computer Science Press, Inc., Rockville, MD, 1989.

  • Ding-Zhu Du and Ker-I. Ko, Problem Solving in Automata, Languages, and Complexity, A Wiley-Interscience Publication, New York, NY, 2001.

  • John E. Hopcroft, Rajeev Motwani, and Jeffrey D. Ullman, Introduction to Automata Theory, Languages, and Computation, 3rd edition, Pearson Addison-Wesley Publishing Company, Inc., Reading, MA, 2006.

  • Bakhadyr Khoussainov and Anil Nerode, Automata Theory and Its Applications, Birkhauser, Boston, MA, 2001.

  • Mark V. Lawson, Finite Automata, Chapman & Hall/CRC, Washington, DC, 2004.

  • Peter Linz, An Introduction to Formal Languages and Automata, 4th edition, Jones and Bartlett, Boston, MA, 2006.

  • Alexander Meduna, Automata and Languages: Theory and Applications, Springer Verlag, London, UK, 2000.

  • John N. Mordeson and Davender S. Malik, Fuzzy Automata and Languages: Theory and Applications, Chapman & Hall/CRC, Boca Raton, FL, 2002.

  • John E. Savage, Models of Computation: Exploring the Power of Computing, Addison Wesley Longman, Inc., Reading, MA, 1998.

  • Matthew Simon, Automata Theory, World Scientific Press, Singapore, 1999.

  • Thomas A. Sudkamp, Languages and Machines: An Introduction to the Theory of Computer Science, 3rd Edition, Pearson - Addison-Wesley Longman, Inc., Reading, MA, 2005.






TNBD609

Công nghệ phần mềm (nâng cao)

Advanced Software Engineering

2

  • Pressman R.S. Software Engineering: Practitioner's Approach. Fifth edition. McGraw-Hill Inc., 2004.
    Steinberg D., Palmer D. Extreme Software Engineering: A Hands-On Approach. Prentice Hall. 2003.

  • Ahern M. D., Clouse A., Turner R. CMMI Distilled: A Practical introduction to Integrated Process Improvement. Second Edition. Pearson Education, Inc. 2004.

Additional reading:

  • Schwaber K., Beedle M. Agile Software Development with SCRUM. Prentice Hall. 2002.
    Schwalbe Kathy. Information Technology Project Management. Third Edition. Thompson Learning, Inc. 2004.

  • ISO/IEC 12207:1995 “Information technology – Software life cycle processes”. Geneva: ISO, 1995.

  • IEEE/EIA 12207.0-1997 “Industry Implementation of International Standard ISO/IEC 12207”. IEEE Standards: Software Engineering, Volume One: Customer and Terminology Standards. 1999.

  • IEEE/EIA 12207.1-1997 “Software life cycle processes – Life cycle data”. IEEE Standards: Software Engineering, Volume One: Customer and Terminology Standards. 1999.

  • ISO/IEC 15507:1998 “Information technology – Software process assessment”. Geneva: ISO, 1998

  • ISO/IEC 9126–1:2001. Software engineering – Product quality – Part 1: Quality model. Geneva: ISO, 2001

  • ISO/IEC 9126–2:2003. Software engineering – Product quality – Part 2: External metrics. Geneva:

  • ISO, 2003, ISO/IEC 9126–3:2003. Software engineering – Product quality – Part 3: Internal metrics. Geneva: ISO, 2003






TNBD610

An toàn dữ liệu nâng cao

Advanced Data Security

2

  • Bishop, M., Computer Security: Art and Science, Addison-Wesley, 2003.

  • Menezes, A. J., van Oorschot, P. C., and Vanstone, S. A., Handbook of Applied Cryptography, CRC, 1996.

  • Pfleeger, C. P., Pfleeger, S. L., Security in Computing, Third Edition, Printice-Hall, 2002.

  • Anderson, R., Security Engineering: A Guide to Building Dependable Distributed Systems, Wiley, 2001.






TNBD611

Hệ thống phân tán

Distributed Systems



2

Tài liệu bắt buộc:

  • Couloris, Dollimore, and Kindberg, Distributed Systems: Concepts and Design, Addison Wesley, 2005

Tài liệu tham khảo

  • Rachid Guerraoui and Louis Rodrigues. Introduction to Reliable Distributed Programming. Springer-Verlag, Berlin, Germany, 2006.

  • Các bài báo khoa học liên quan







II.2. Các môn học lựa chọn

8/32









TNBD612

Phân tích thiết kế hệ thống

Analysis and Design of Systems

2

  • Booch G., Rumbaugh J. and Jacobson I., The unified Software Development Process, Addision – Wesley, 1998.

  • Booch G., Rumbaugh J. and Jacobson I., The unified Software Modeling User Guide, Addision – Wesley, 1999.

  • Sommerville I., Software Engineering, 4th edition, Addision – Wesley, 1994.

  • Larman C., Applying UML and Patterns: An Instruction to Object – Oriented Analysis and Design, Prentice Hall, 1997.

  • Michael B., William P., Object – Oriented Modeling and Design for Database Applications, Addision – Wesley 1997

  • Oestrereich B., Development Software with UML, Object – Oriented Analysis and Design in Practic, Addision – Wesley, 2000

  • OMG, “The OMG Unified Modeling Language Specification”, http://www.omg.org/uml, 1999

  • Quatrani T., Visual Modeing With Rational Rose and UML, Addison – Wesley, http://www.rational.com , 2000

  • Liang Y., From use cass to classees: a way of building object model with UML, Information and Software Technology, 45 (2003) 83-93, www.elsevier.com/loate/sof.

  • Zhiming L., Object – Oriented Sofware Developmet Using UML, UNU.IIST, Macau 2001

  • Đặng Văn Đức, Phân tích thiết kế hướng đối tượng bằng UML (Thực hành với Rational Rose), NXB Khoa học và Kỹ thuật, Hà Nội, 2002

  • Đoàn Văn Ban, Phân tích, thiết kế và lập trình hướng đối tượng, NXB Thống kê 1997

  • Đoàn Văn Ban, Hoàng Quang, Chuyển đổi các biểu thức đại số quan hệ thành câu truy vấn trong mô hình dữ liệu hướng đối tượng, Tạp chí Khoa học và Công nghệ, Tập 40 – Số ĐB, 2002 (120 – 129).

  • Đoàn Văn Ban, Cơ sở dữ liệ hướng đối tượng, Giáo trình Khoa CNTT, Hà Nội, 2003.






TNBD613

Hệ hỗ trợ quyết định (DSS)

Decision Support Systems

2

  • Finlay, P. N. (1994). Introducing decision support systems. Oxford, UK Cambridge, Mass., NCC Blackwell; Blackwell Publishers.

  • Turban, E. (1995). Decision support and expert systems: management support systems. Englewood Cliffs, N.J., Prentice Hall.

  • Haag, Cummings, McCubbrey, Pinsonneault, Donovan (2000). Management Information Systems: For The Information Age. McGraw-Hill Ryerson Limited: 136-140.

  • Marakas, G. M. (1999). Decision support systems in the twenty-first century. Upper Saddle River, N.J., Prentice Hall.

  • Holsapple, C.W., and A. B. Whinston. (1996). Decision Support Systems: A Knowledge-Based Approach. St. Paul: West Publishing.

  • Sprague, R. H. and H. J. Watson (1993). Decision support systems: putting theory into practice. Englewood Clifts, N.J., Prentice Hall

  • Turban, E.,Aronson, J.E., and Liang, T.P.(2005). Decision Support Systems and Intelligent Systems. New Jersey, Pearson Education, Inc.






TNBD614

Nguyên lý của ngôn ngữ lập trình

Principles of Programming Languague

2

  • D.A. Watt, Programming language – Concept and Paradigms, Prentice, 1990.

  • T.J. Bergin and R.G. Gibson, History of Programming languages. New York: ACM Press, 1996.

  • R.W. Sebesta, Concepts of Programming languages,4th edition, Reading, MA: Addision – Wesley, 1996.

  • J.G. Brookshear, Computer Science, an overview, 6th edition, Addision – Wesley, 2000.

  • J. C. Mitchell, Foundations of Programming languages, The MIT Press, 1996.

  • R. Sethi, Programming languages: Concepts and Constructs, Addision – Wesley, 1989.

  • T.W. Pratt and M.V. Zelkowitz, Programming Languages, Design and Implemetation, 3rd edition, Englewood Cliffs, NJ: Prentice – Hall, 1996.






TNBD615

Các mô hình tương tranh

Concurrent Models

2

  • J. Aalbersberg & G. Rozenberg, Theory of Traces, Theoretical Computer Science 60 (1988), pp 1-82.

  • L. Alfaro, T. A. Henzinger and F. Y. C. Mang, The Control of Synchronous Systems, LNCS 1877 (2000), pp 458-473.

  • C. A. R. Hoare, Communicating Sequential Processes, Prentice Hall – 1985

  • R. Milner, Communicating and Concurrency, Prentice Hall – 1991

  • W. Reisig, Petri Nets: An Introduction, Springer Verlag – 1985

  • Hoang Chi Thanh, Behavioural Synchronization of Net Systems, IMSc. Report 115, Madras, India (1991), pp. 136 - 145.






TNBD616

Lý thuyết đồ thị và ứng dụng

Graph Theory and Applications

2

  • Douglas B. West, Introduction to Graph Theory, (2nd edition, Prentice-Hall, 2001, ISBN: 0-13-014400-2).

  • C. Berge, Lý thuyết đồ thị và ứng dụng (Bản dịch tiếng Việt), Hà nội, 1971

  • Toán rời rạc dành cho kỹ sư. Moskva, 1988 (tiếng Nga).

  • Đặng Huy Ruận, Lý thuyết đồ thị và ứng dụng, NXB KHKT Hà Nội, 2001






TNBD617

Cơ sở dữ liệu phân tán

Distributed Database

2

Tài liệu bắt buộc

  • Valduriez P., et al., Nguyên lí của các hệ phân tán, NXB. Thống kê, 1999

Tài liệu tham khảo

  • S. Ceri and G. Pelagatti, Distributed Database: Principle and Systems, New York: Mc Graw – Hill, 1984.

  • R. Elmasri and S.B. Navathe, Fundamentals of Database Systems,2nd edition. Menlo Park, Calif.: Benjamin – Cummings, 1994.

  • David Bell and Jane Grimson, Distributed Database Systems, Addision – Wesley, 1992.

  • M. Tamer Ozsu and Patrick Valduriez, Principles of Distributed Database Systems, 2nd edition, Prentice – Hall, 1999.

  • M. S. Sacco and S. B. Yao, Query optimization in Distributed Database Systems, Advance in Computer, Vol 21, Academic Press, 1982.

  • P.A. Berstein and D.M. Chiu, Using semi joins to solve relation queries, Journal of the ACM, Vol. 28, No. 1, March 1981.

  • L. Lamport, Time, clocks and the ordering of events in distributed systems, Com. ACM, Vol 21, No. 7, 1978.

  • E. Knapp, Deadlock detection in distributed databases, ACM Computing surveys, Vol. 19, Num. 4, December 1987

  • Hồ Thuần, Hồ Cẩm Hà, Các hệ Cơ sở dữ liệu: Lý thuets và thực hành, tập 2, Chương 9, Nhà xuất bản Giáo dục 1987.






TNBD618

Chương trình dịch (nâng cao)

Compiling Program

2

  • Aho, Alfred V., Sethi, R., and Ullman, D., Compilers: Principles, Techniques and Tools. Pearson Higher Education, 1985

  • V.J. Rayward & A. Smith, First course in formal language theory - M. 1978.

  • Arto Saloma, Nhập môn lý thuyết tính toán và các otomat (Bản dịch tiếng Việt) NXB KHKT, Hà nội 1992.

  • B.M. Goluskov et al. Algebra of programming languages - Kiev, 1974.

  • John E Hopcroft & Jeffrey D. Ullman, Formal languages and their relation to automata, 1982

  • Wilhelm, R., and Maurer, D., Compiler Design (International Computer Science). Addison Wesley, 1995)

  • Muchnick, S., Advanced Compiler Design and Implementation. Morgan Kaufmann Publishers, 1997.

  • Bornat, R., Understanding and Writing Compilers: A Do It Yourself Guide. Macmillan Education, 1979.






TNBD619

Giao diện người - máy (HCI)

Human-Computer Interface

2

  • Alain Cooper, The essential of user interface design, Ed. IDG books Worldwide, 1995.

  • C. Faulkner, The essence of Human-computer interaction. Ed. Prentice Hall, 1998.

  • D. Bental, Conceptual Modeling for User Interface Development. Ed. Springer, 1999.

  • D. R. Olsen Jr., User interface management systems : models and algorithms. Ed. Morgan Kaufman Publishers, 1992.

  • J. Preece et al., Human-computer interaction. Ed. Addison Wesley, 1994.

  • J. Raskin, The Human interface. Ed. Addison Wesley, 2000.






TNBD620

Đa phương tiện

Multimedia

2

Bắt buộc

  • Simon Gibbs, Multimedia Programming, Addison-Wedsley - 1995

Tài liệu đọc thêm

  • Robin Williams; Peachpit Press, The Non-Designer's Design Book, 2004; ISBN: 0321193857

  • Tay Vaughan ; McGraw Hill, Multimedia: Making It Work, 2004; ISBN: 0072230002

  • James Lengel; Addison-Wesley, The Web Wizard's Guide to Multimedia on the Web, 2001; ISBN: 0201745615

  • Jim Shuman, Multimedia Concepts: Enhanced Edition, Thomson Course Technology, 2003; ISBN: 061911052X






TNBD621

Tổ chức dữ liệu tri thức

Knowledge Management

2

  • John Durkin, Expert Systems. Nxb. Prentice Hall, 1994.

  • Kurt Sundermeyer, Knowledge Based Systems. Nxb. Wissenschaftsverlag, 1991.

  • N. Nilson, Artificial Intelligence. Nxb. McGrawhill, 1971.

  • Patrick Henry Winston, Artificial Intelligence. Nxb. Addison Wesley, 1992.

  • Rich Elaine, Artificial Intelligence. Nxb. McGrawhill, 1983.

  • Stuart Russell, Peter Norvig, Artificial Intelligence. A mordern approach. Nxb. Prentice Hall, 1995.

  • Michel Tom M., Machine learning, Nxb. McGrawHill, 1997

  • Margaret A. Boden, Artificial Intelligence, Nxb. Academic Press, 1996






TNBD622

Lập trình mạng

Network Programming

2

  • Internetworking with TCP/IP, Vol. III: Client-Server Programming and Applications, Linux/Posix Sockets Version, by Douglas E. Comer and David Stevens, Prentice Hall, 2001, ISBN 0-13-032071-4.

  • Computer Networks and Internets with Internet Applications, third edition, by Douglas E. Comer, Prentice Hall, 2001, ISBN 0130914495.

  • Hands-On Networking with Internet Technologies, second edition, by D.E. Comer and W.D. Laverell, Prentice-Hall, 2003, ISBN: 0-13-144310-0.






TNBD623

Lý thuyết độ phức tạp

Theory of Complexity

2

  • T. Cormen, C. Leiserson, R. Rivest, Introduction to Algorithms , McGraw-Hill, 1990

  • Vanderbei, R. Linear Programming: Foundations and Extensions. Springer, 2nd edition, 2001.

  • Laurence A. Wolsey, George L. Nemhauser. Integer and Combinatorial Optimization, 1988

Web

http://www.princeton.edu/~rvdb/LPbook/index.html








TNBD624

Xử lý ngôn ngữ tự nhiên

Natural Languague Processing

2

  • C. D. Manning, H. Schütze, 1999, Foundations of Statistical Natural Language Processing, The MIT Press, Cambridge, Massachusetts.

  • R. Mitkov, 2002, The Oxford Handbook of Computational Linguistics, Oxford Univ. Press

  • Daniel Jurafsky and James H. Martin: Speech and Language Processing: An introduction to natural language processing, computational linguistics, and speech recognition, Prentice-Hall, 2000. (second edition 2008)






TNBD625

Tính toán lưới

Grid Computing

2

Tài liệu bắt buộc:

  1. Ian Foster and Carl Kesselman , The Grid 2: Blueprint for a New Computing Infrastructure, Morgan Kaufmann, 2003

Tài liệu tham khảo:

  1. Fran Berman, Geoffrey Fox and Anthony J.G. Hey, Grid Computing: Making The Global Infrastructure a Reality, John Wiley & Sons; 2003.

  2. Các bài báo khoa học






TNBD626

Xử lý tín hiệu số

Digital Signal Processing




  • J.G. Proakis and D.G. Manolakis, Digital Signal Processing -- Principles, Algorithms, and Applications, Third Edition, Prentice Hall, 1996

  • Oppenheim, Schafer, and Buck, "Discrete-Time Signal Processing, 2nd Edition" , Prentice Hall, 1999

  • S. K. Mitra, Digital Signal Processing: A Computer-Based Approach, 2e., with DSP Laboratory using MATLAB, McGraw-Hill, 2001.

  • S. Haykin, Adaptive Filter Theory, Prentice Hall, 1995.

  • H. Liu, Signal Processing Applications in CDMA Communications, Artech House, 2000.

  • G. B. Giannakis, Y. Hua, P. Stoica, and L. Tong, Signal Processing Advances in Wireless and Mobile Communications, Volume 1: Trends in Channel Estimation and Equalization, Prentice Hall, 2000.

  • G. B. Giannakis, Y. Hua, P. Stoica, and L. Tong, Signal Processing Advances in Wireless and Mobile Communications, Volume 2: Trends in Single- and Multi-User Systems, Prentice Hall, 2000.






TNBD627

Hệ thống nhúng

Embedded Systems




  • Burns, A. Wellings, "Real-Time Systems and Their Programming Languages", Addison Wesley, 1996.

  • P. Laplante, "Real-Time Systems Design and Analysis: An Engineer's Handbook", John Wiley & Sons, 1996.

  • Các bài báo khoa học




III.

Ngoại ngữ chuyên ngành (hoặc nâng cao)

3









DG01

Ngoại ngữ chuyên ngành nâng cao

Advanced foreign language for specific purposes

3

Theo chương trình chung




IV.

Các chuyên đề Tiến sĩ

6/16









TNBD628

Các hệ logic

Logical Systems

2

  • Baird, D., 1992 – Inductive Logic – Englewood Cliffs, N. J., Prentice-Hall.

  • Bezdek, J. C., 1981 – Pattern Recognition with Fuzzy Objective Function Algorithms – New York, Plenum.

  • Brewka, G., Dix, J. & Konolige, K.,1997 – Nonmonotonic Reasoning, an Overview, Center for the Study of Language and Information, Stanford, CA. – Stanford University Press.

  • Chellas, B., 1980 – Modal Logic an Introduction, Cambridge – Cambridge University Press.

  • Gabbay, D. et Smets, P., ed., 1998 – Handbook of Defeasible Reasoning and Uncertainty Management Systems – Dordrecht, Boston, Kluwer.

  • Kyburg, H. E. et Teng, C. M., 2001 – Uncertain Inference, Cambridge – Cambridge University Press .

  • Jeffrey, R. C., 1965 – The Logic of Decision – Chicago, University of Chicago Press.

  • Klir, G. et Yuan, B., 1995 – Fuzzy Sets and Fuzzy Logic, Theory and Applications, – Englewood Cliffs, N. J. Prentice-Hall.

  • Miyamoto, S., 1990 – Fuzzy Sets in Information Retrieval and Cluster Analysis – Dordrecht, Netherlands: Kluwer Academic Publishers.

  • Novak, V., Perfilieva, I. et Mockor, J., 1999 – Mathematical Principles of Fuzzy Logic – Dordrecht, Kluwer Academic Publishers.

  • Priest, G., 2001 – An Introduction to Non-Classical Logic – Cambridge, Cambridge University Press .

  • Rescher, N., 1969 – Many-valued Logic – New York, McGraw-Hill.

  • Rescher, N. et Urquhart, A., 1971 – Temporal Logic – Vienne, New York, Springer-Verlag.

  • Turner, R., 1991 – Truth and Modality for Knowledge Representation – Cambridge, MA: MIT Press.






TNBD629

Xử lý ngôn ngữ tự nhiên

Natural Languague Processing

2

  • C. D. Manning, H. Schütze, 1999, Foundations of Statistical Natural Language Processing, The MIT Press, Cambridge, Massachusetts.

  • R. Mitkov, 2002, The Oxford Handbook of Computational Linguistics, Oxford Univ. Press

  • Daniel Jurafsky and James H. Martin, 2000, Speech and Language Processing: An introduction to natural language processing, computational linguistics, and speech recognition, Prentice-Hall (second edition 2008)

  • Các bài báo khoa học liên quan






TNBD630

Khai phá dữ liệu

Data Mining

2

Tài liệu chính.

  • Jiawei Han và Micheline Kamber. Data Mining: Concepts and Techniques. Morgan Kaufmann Publisher, 2001 (và file poiwerpoint bài giảng từ nguồn www-courses.cs.uiuc.edu/~cs497jh/).

Các tài liệu tham khảo khác

  • Pierre Baldi, Paolo Frasconi, Padhraic Smyth. Modeling the Internet and the Web: Probabilistic Methods and Algorithms, Wiley, 2003.

  • Peter Cabena, Pablo Hadjinian, Roff Stadler, Jaap Verheer, Alexxandro Zanasi. Discovering Data Mining. From Concept to Inplementation. Prentice Hall Ptr, Upper Staddle River, New Jersey 07458, 1997

  • R. O. Duda, P. E. Hart và D. G. Stork. Pattern Classification (Second Edition), Wiley, 2000, ISBN: 0-471-05669-3.

  • Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy. Advances in Knowledge Discovery in Databases. AAAI Press/The MIT Press. 1996,

  • W.H. Inmon. Building the Data Warehouse (Third Edition). John Wiley & Sons, Inc., 2002, ISBN: 0-471-08130-2, 2002.




  • Boris Kovalerchuk, Evgenii Vityaev. Data Mining in Finance: Advances in Relational and Hybrid Methods. Kluwer Academic Publishers, Second Printing, 2001.

  • Nguyen Hung Son. Rough Set and Data Mining. 2006.

  • Christopher Westphal, Teresa Blaxton. Data Mining Solution. Wiley Computer Publishing, 1998.

  • Ian H. Writen and Eibe Frank. Data Mining: Practical Machine Learning Tools and Techniques (Second Edition). Elsevier Inc., 2005, ISBN: 0-12-088407-0.

  • Jason T.L. Wang, Mohammed J. Zaki, Hannu T.T. Toivonen và Dennis Shasha (eds.). Data Mining in BioInformatics. Springer, 2005.

  • Wojciech P. Ziarko (Ed., 1994). Rough Sets, Fuzzy Sets and Knowledge Discovery. Proceedings of the International Workshop on Rough Sets and Knowledge Discovery (RSKD'93), Banff, Alberta, Canada, 12-15 October 1993, Springer-Verlag.

  • Các bài báo khoa học liên quan






TNBD631

Lý thuyết tính toán

Theory of Computation

2

  • Neil D. Jones. Computability and Complexity from a Programming Perspective. MIT Press, 1997

  • Hopcroft, J.E., Motwani, R. & Ullman, J.D. (2001). Introduction to automata theory, languages, and computation. Addison-Wesley (2nd ed.).

  • Cutland, N.J. (1980). Computability. An introduction to recursive function theory. Cambridge University Press.

  • Davis, M.D., Sigal, R. & Weyuker E.J. (1994). Computability, complexity and languages. Academic Press (2nd ed.).

  • Sudkamp, T.A. (1995). Languages and machines. Addison-Wesley (2nd ed.).






TNBD632

Hiệu năng mạng máy tính

Performance of Computer Networks

2

  • Raj Jain, The Art of Computer Systems Performance Analysis, Wiley, 1991

  • Các bài báo khoa học liên quan






TNBD633

An toàn dữ liệu

Data Security

2

  • Bishop, M., Computer Security: Art and Science, Addison-Wesley, 2003.

  • Menezes, A. J., van Oorschot, P. C., and Vanstone, S. A., Handbook of Applied Cryptography, CRC, 1996.

  • Pfleeger, C. P., Pfleeger, S. L., Security in Computing, Third Edition, Printice-Hall, 2002.

  • Anderson, R., Security Engineering: A Guide to Building Dependable Distributed Systems, Wiley, 2001.

  • Các bài báo khoa học liên quan






TNBD634

Các hệ thống phân tán

Distributed Systems

2

Tài liệu bắt buộc:

  • Couloris, Dollimore, and Kindberg, Distributed Systems: Concepts and Design, Addison Wesley, 2005

Tài liệu tham khảo

  • Rachid Guerraoui and Louis Rodrigues. Introduction to Reliable Distributed Programming. Springer-Verlag, Berlin, Germany, 2006.

  • Các bài báo khoa học liên quan






TNBD635

Xử lý ảnh

Image Processing

2

  • Anil K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, 1989

  • William K. Pratt, Digital Image Processing, 3rd Edition, John Wiley, 2001

  • Kenneth R. Castleman, Digital Image Processing, Prentice Hall, 1996

  • Arun N. Netravali, Barry G. Haskell, Digital Pictures, Plenum, 2e, 1995





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