**SELECTED PUBLICATIONS**

Copyright Notice

One of the specific conditions in the copyright law of the

**Books**

T. Munakata. *Fundamentals
of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More*,
Texts in Computer Science, Springer, 1998 (1st Ed.), 2008 (2nd Ed.).

T. Munakata. *Matrices
and Linear Programming with Applications*, Holden-Day, 1979.

**Selected journal articles since 1994**

M. Aono, Song-Ju Kim, M. Hara and T. Munakata, "Amoeba-inspired
Tug-of-War Algorithms for Exploration-Exploitation Dilemma in Extended Bandit
Problem,," *BioSystems*, 117, 2014, pp. 1-9.

A. Fadlalla and T. Munakata, "Constraint violations in stochastically-generated data: Detection and
correction strategies,” *Scientific
World Journal*, vol. 2014, doi:10.1155/2014/370656.

T. Munakata, M. Aono and M. Hara, "Amoeba-Based Knowledge
Discovery," *International Journal of Computational Science*,
4, 5, 2010, pp. 453-462.

T. Munakata, J. Takahashi, M. Sekikawa and K. Aihara, "Chaos Computing: A Unified
View," *International Journal of Parallel, Emergent and
Distributed Systems*, 25, 1, 2010, pp. 3-16.

M. Aono, M. Hara, K. Aihara and T. Munakata, "Amoeba-Based Emergent Computing: Combinatorial
Optimization and Autonomous Meta-Problem Solving," *International
Journal of Unconventional Computing*, 6, 2, 2010, pp. 89-108.

T. Munakata and R. Bartak, "Logic Programming for Combinatorial Problems,
"*Artificial Intelligence Review*, Published online: November 2009,
DOI 10.1007/s10462-009-9150-5; published hardcopy: 33, 1, 2010, pp. 135-150.

I. Sikder and T. Munakata. "Application of Rough Set and Decision Tree for
Characterization of Premonitory Factors of Low Seismic Activity,"
*Expert Systems with Applications*, 36, 1, January 2009, pp. 102-110.

T. Munakata. "Guest
Editor's Introduction," in the Special Issue "Beyond
Silicon: New Computing Paradigms," *Communications of the ACM*, 50,
9, September 2007, pp. 30-34.

Also appeared in "Guest
Editor's Introduction," *Communications of the ACM, Japanese
Edition*, 7, 3, 2007, pp. 4-7.

D.W.M. Marr and T. Munakata, "Micro-/Nanofluidic Computing," *Communications
of the ACM*, 50, 9, September 2007, pp. 64-68.

Also appeared in "Micro-/Nanofluidic
Computing," *Communications of the ACM, Japanese Edition*,
7, 3, 2007, pp. 36-39.

T. Munakata, "Personal
View on AI, Rough Set Theory and Professor Pawlak," *Transactions
on Rough Sets VI, Lecture Notes in Computer Science (LNCS)* 4374, Springer,

T. Munakata and R. Bartak, "Combinatorics in Logic Programming: Implementations and
Applications," *International Journal of Information
Technology and Intelligent Computing*, 1, 2, 2006, pp. 419-428.

T. Munakata and A. Fadlalla, "Constraint Isomorphism and the Generation of Stochastic
Data," *IIE (*, 38, 5, May 2006, pp. 437-444.

T. Vestad, D.W.M. Marr and T. Munakata, "Flow Resistance for Microfluidic Logic Operations,"

T. Munakata, S. Sinha and W. Ditto, "Chaos Computing: Implementation of Fundamental Logical Gates by Chaotic Elements,"

S. Sinha, T. Munakata and W. Ditto, "Flexible Parallel Implementation of Logic Gates Using Chaotic Elements,"

S. Sinha, T. Munakata and W. Ditto, "Parallel Computing with Extended Dynamical Systems,"

B. Mak and T. Munakata, "Rule Extraction from Expert Heuristics: A Comparative Study of Rough Sets with Neural Networks and ID3,"

T. Munakata. "Guest Editor's Introduction," in the Special Section "Knowledge Discovery,"

Also appeared in "Guest Editor's Introduction,"

T. Munakata. "Notes on Implementing Fuzzy Sets in Prolog,"

H.A. Simon (a 1978 Nobel laureate) and T. Munakata. "Kasparov vs. Deep Blue: The Aftermath - AI Lessons,"

T. Munakata. "Thoughts on Deep Blue vs. Kasparov,"

T. Munakata. "Guest Editor's Introduction," in the Special Issue "New Horizons in Commercial and Industrial AI,"

W. Ditto and T. Munakata. "Chaotic Systems: Principles and Applications,"

B. Manaris, R. Aiken, Cris Koutsougeras, T. Munakata, and M. Valtorta. Report on the ACM CAC95 Panel: "Artificial Intelligence: Finally in the Mainstream?"

T. Munakata. "Guest Editor's Introduction," in the Special Issue "Commercial and Industrial AI Applications,"

T. Munakata and Yashvant Jani. "Fuzzy Systems: An Overview,"

T. Munakata, Y. Takefuji and H. Johansson. "Modified Hopfield-Tank Neural Networks Applied to the 'Unitized' Maximum Flow Problem,"

T. Munakata, M. Aono and M. Hara, "Amoeba-based knowledge discovery system,"

T. Munakata, M. Aono and M. Hara, "Amoeba-based fuzzy computing for uncertain knowledge processing,"

T. Munakata and A. Fadlalla, "Constraint Isomorphism and Correction Algorithms for Violations,"

T. Munakata, "Fuzzy Chaos Computing: A New Paradigm for Uncertain Knowledge Processing,"

T. Munakata and Roman Bartak, "Combinatorics in Logic Programming: Applications and Implementations,"

T. Munakata, D.W.M. Marr and Michael Kalafatis, "Micro-/NanoFluidic Computing and Its Applications to Blood Vessel Thrombus Formation Control,"

T. Munakata and D.W.M. Marr, "Micro-/Nanofluidic Computing and Its Applications to Biomedicine,"

T. Munakata and S. Sinha. "Implementation of Fundamental Logical Gates by 1-D Chaotic Elements,"

T. Munakata and Zdzislaw Pawlak. "Rough Control: Application of Rough Set Theory to Control,"

T. Munakata. "Commercial and Industrial AI and a Future Perspective on Rough Sets," in

T. Munakata and David J. Hashier. "A Genetic Algorithm Applied to the Maximum Flow Problem,"

T. Munakata. "Exploring the Future in Laboratory Design," in

T. Munakata. "Rough Control: A Perspective," in T.Y. Lin and N. Cercone (Eds.),