@INPROCEEDINGS{dowe96circular,
AUTHOR = {D. L. Dowe and L. Allison and T. I. Dix and L. Hunter and
C. S. Wallace and T. Edgoose},
TITLE = {Circular clustering of protein dihedral angles by minimum
message length.},
BOOKTITLE = {Pacific Symposium on Biocomputing '96},
PUBLISHER = {World Scientific},
PAGES = {242--255},
YEAR = {1996},
URL = {citeseer.nj.nec.com/dowe96circular.html}
}
@INCOLLECTION{georgeff85:_mml,
AUTHOR = {M.P. Georgeff and C.S. Wallace},
TITLE = {Minimum information estimation of structure},
BOOKTITLE = {Advances in Artificial Intelligence},
PAGES = {219--228},
PUBLISHER = {Elsevier},
YEAR = 1985,
EDITOR = {T. O'Shea},
ANNOTE = {unread ref from Baxter}
}
@ARTICLE{allison92:_finit,
AUTHOR = {L. Allison and C.S. Wallace and C.N. Yee},
TITLE = {Finite-state models in the alignment of macromolecules},
JOURNAL = {Journal of Molecular Evolution},
YEAR = 1992,
VOLUME = 35,
PAGES = {77--89},
ANNOTE = {unread, ref from Baxter's thesis}
}
@INPROCEEDINGS{RumantirWallace:03,
AUTHOR = {Grace W. Rumantir and Chris S. Wallace},
TITLE = {{M}inimum {M}essage {L}ength criterion for
second-order polynomial model selection applied to tropical cyclone
intensity forecasting},
BOOKTITLE = {Advances in Intelligent Data Analysis V: Fifth
International Symposium on Intelligent Data Analysis, IDA (2003)},
EDITOR = {Berthold et al., Michael R.},
PAGES = {486--496},
YEAR = 2003,
PUBLISHER = {Springer-Verlag},
PLACE = {Berlin Heidelberg}
}
@INCOLLECTION{patrick82:_stone_circle,
AUTHOR = {J.D. Patrick and C.S. Wallace},
TITLE = {Stone Circle Geometries: an Information Theory Approach},
BOOKTITLE = {Archaeoastronomy in the Old World},
PAGES = {231--264},
PUBLISHER = {Cambridge University Press},
YEAR = 1982,
EDITOR = {D.C. Heggie},
ADDRESS = {Cambridge},
ANNOTE = {MML says they're just rough circles. See also his diss.}
}
@ARTICLE{wallace99:_kolmogorov,
AUTHOR = {Chris S. Wallace and David L. Dowe},
TITLE = {Minimum message length and {Kolmogorov} complexity},
JOURNAL = {Computer Journal},
YEAR = 1999,
VOLUME = 42,
NUMBER = 4,
PAGES = {270--283},
NOTE = {Special issue on Kolmogorov complexity.
\url{http://www3.oup.co.uk/computer_journal/hdb/Volume_42/Issue_04/}}
}
@ARTICLE{wallace68,
AUTHOR = {Chris S. Wallace and David M. Boulton},
TITLE = {A information measure for classification},
JOURNAL = {The Computer Journal},
YEAR = 1968,
VOLUME = 11,
NUMBER = 2,
PAGES = {185--194}
}
@TECHREPORT{wallace97,
AUTHOR = {Chris S. Wallace},
TITLE = {On the selection of the order of a polynomial model},
INSTITUTION = {Royal Holloway College},
YEAR = 1997
}
@TECHREPORT{georgeff_w83,
AUTHOR = {M.P. Georgeff and C.S. Wallace},
TITLE = {A general objective for inductive inference},
INSTITUTION = {Dept of Computer Science, Monash University, Clayton,
Victoria 3168, Australia},
YEAR = 1983,
NUMBER = 32
}
@ARTICLE{Wallace_Dowe:2000,
AUTHOR = {Wallace, C.~S. and Dowe, D.~L.},
TITLE = {{MML} clustering of multi-state, {P}oisson, von {M}ises
circular and {G}aussian distributions},
JOURNAL = {Journal of Statistics and Computing},
YEAR = 2000,
VOLUME = 10,
NUMBER = 1,
PAGES = {73--83},
MONTH = {January},
PUBLISHER = {Kluwer Academic Publishers},
EDITOR = {D. J. Hand},
ANNOTE = {Includes comparison of Snob and AutoClass.}
}
@ARTICLE{Boulton:69,
AUTHOR = {Boulton, D.M. and Wallace, C.S.},
TITLE = {The Information Content of a Multistate Distribution},
JOURNAL = {Journal of Theoretical Biology},
VOLUME = 23,
PAGES = {269-278},
YEAR = 1969
}
@ARTICLE{Boulton:70,
AUTHOR = {Boulton, D.M. and Wallace, C.S.},
TITLE = {A program for numerical classification},
JOURNAL = {Computer Journal},
VOLUME = 13,
PAGES = {63-69},
YEAR = 1970
}
@ARTICLE{BoWa:73a,
AUTHOR = {Boulton, D.M. and C.S. Wallace},
TITLE = {An Information Measure for Hierarchic Classification},
JOURNAL = {The Computer Journal},
VOLUME = 16,
PAGES = {254-261},
YEAR = 1973
}
@INPROCEEDINGS{BoWa:73b,
AUTHOR = {Boulton, D.M. and C.S. Wallace},
TITLE = {A Comparison Between Information Measure Classification},
BOOKTITLE = {Proceedings of ANZAAS Congress},
ADDRESS = {Perth},
YEAR = {August 1973}
}
@ARTICLE{BoWa:75,
AUTHOR = {Boulton, D.~M. and Wallace, C. ~S.},
TITLE = {An Information Measure for Single-Link Classification},
JOURNAL = {The Computer Journal},
VOLUME = 18,
NUMBER = 3,
PAGES = {236-238},
MONTH = {August},
YEAR = 1975
}
@INPROCEEDINGS{Dowe.Baxter.Oliver.Wallace:98,
AUTHOR = {Dowe,D.L. and Baxter,R.A. and Oliver,J.J. and Wallace,C.S.},
TITLE = {{P}oint {E}stimation using the {K}ullback-{L}eibler {L}oss
{F}unction and {M}{M}{L}},
BOOKTITLE = {{P}roc. 2nd {P}acific {A}sian Conference on {K}nowledge
{D}iscovery and {D}ata Mining (PAKDD'98)},
PAGES = {87-95},
PUBLISHER = {Springer Verlag},
ADDRESS = {Melbourne, Australia},
MONTH = {April},
YEAR = 1998
}
@TECHREPORT{Dowe.Von.Mises.TR:95,
AUTHOR = {Dowe, D.L. and Oliver, J.J. and R.A. Baxter and Wallace, C.S.},
TITLE = {Bayesian Estimation of the von {M}ises Concentration
Parameter},
YEAR = 1995,
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
TYPE = {Technical Report {TR} 236}
}
@INPROCEEDINGS{Dowe.Von.Mises:95,
AUTHOR = {Dowe, D.L. and Oliver, J.J. and R.A. Baxter and Wallace, C.S.},
TITLE = {Bayesian Estimation of the von {M}ises Concentration
Parameter},
YEAR = {August 1995},
BOOKTITLE = {Proc. 15th Maximum Entropy Conference,
Santa Fe, New Mexico}
}
@INPROCEEDINGS{Dowe.Oliver.Wallace:96,
AUTHOR = {Dowe, D.~L. and Oliver, J.~J. and Wallace, C.~S.},
TITLE = {{MML} Estimation of the Parameters of the
Spherical {F}isher Distribution},
BOOKTITLE = {Proc. 7th Conf. Algorithmic Learning Theory (ALT'96),
LNAI 1160},
EDITOR = {Sharma et al., A.},
ADDRESS = {Sydney, Australia},
PAGES = {213--227},
MONTH = {October},
YEAR = {1996}
}
@INPROCEEDINGS{Dowe.Wallace:97a,
AUTHOR = {Dowe, D. ~L. and Wallace, C. ~S.},
TITLE = {Resolving the {N}eyman-{S}cott problem by
{M}inimum {M}essage {L}ength},
BOOKTITLE = {Proc. Computing Science and Statistics - 28th Symposium on the interface},
YEAR = {1997},
VOLUME = {28},
PAGES = {614--618},
PLACE = {Sydney, Australia}
}
@TECHREPORT{Dowe.Wallace:97b,
AUTHOR = {Dowe, D.L. and Wallace, C.S.},
TITLE = {Resolving the {N}eyman-{S}cott problem by
{M}inimum {M}essage {L}ength},
MONTH = {February},
YEAR = 1997,
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
TYPE = {Technical Report {TR} No. 97/307},
NOTE = {Also in Proc. Sydney Int. Stat. Congr. (SISC-96), Sydney, pages 197-198; and in IMS Bulletin (1996), 25 (4), pp410-411}
}
@INPROCEEDINGS{DoweWallace:98,
AUTHOR = {Dowe, D.L. and Wallace, C.S.},
TITLE = {{K}olmogorov {C}omplexity, {M}inimum {M}essage {L}ength
and {I}nverse {L}earning},
YEAR = 1998,
BOOKTITLE = {Proc. 14th Australian Statistical Conference (ASC-14)},
ADDRESS = {Gold Coast, Qld., Australia},
PAGES = {144},
MONTH = {July}
}
@INPROCEEDINGS{Georgeff:84a,
AUTHOR = {Georgeff, M.P. and Wallace, C.S.},
TITLE = {A General Criterion for Inductive Inference},
YEAR = 1984,
BOOKTITLE = {Advances in Artificial Intelligence : Proc.
Sixth European Conference on
Artificial Intelligence},
EDITOR = {O'Shea, T.},
PUBLISHER = {North Holland},
ADDRESS = {Amsterdam},
PAGES = {473-482}
}
@TECHREPORT{Georgeff:84b,
AUTHOR = {Georgeff, M.P. and Wallace, C.S.},
TITLE = {A General Selection Criterion for Inductive Inference},
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
YEAR = 1984,
TYPE = {Technical Report {TR} 44},
MONTH = {June}
}
@ARTICLE{KorbWallace:97,
AUTHOR = {Korb, K. B. and Wallace, C. S.},
TITLE = {In Search of the Philosopher's Stone: Remarks on
Humphreys and Freedman's critique of causal discovery.},
JOURNAL = {Brit. J. Phil. Sci.},
YEAR = 1997,
PAGES = {543--553}
}
@INPROCEEDINGS{NeilWallaceKorb:99,
AUTHOR = {Neil, J. R. and Wallace, C. S. and Korb, K. B.},
TITLE = {Learning bayesian networks with restricted causal
interactions},
BOOKTITLE = {Proceedings of the Fifteenth Conference on
Uncertainty in Artificial Intelligence (UAI-99), Stockholm,
Sweden, July 30-August 1, 1999},
PUBLISHER = {Morgan Kaufman Publishers},
ADDRESS = {San Francisco, CA, USA},
YEAR = 1999,
PAGES = {486--493}
}
@INCOLLECTION{Oliver:92,
AUTHOR = {Oliver, J.J. and Dowe, D.L. and Wallace, C.S.},
EDITOR = {Adams, A. and Sterling, L.},
TITLE = {Inferring Decision Graphs using the Minimum
Message Length Principle},
YEAR = 1992,
BOOKTITLE = {Proceedings of the 5th Australian Joint
Conference on Artificial Intelligence},
PUBLISHER = {World Scientific},
ADDRESS = {Singapore},
PAGES = {361-367}
}
@INPROCEEDINGS{Viswanathan:99,
AUTHOR = {Viswanathan, M. and Wallace, C.~S.},
TITLE = {A Note on the Comparison of Polynomial Selection Methods},
BOOKTITLE = {Proc. 7th Int. Workshop on Artif. Intelligence and Statistics},
PLACE = {Ft. Lauderdale, Florida, U.S.A.},
PUBLISHER = {Morgan Kaufmann},
PAGES = {169-177},
YEAR = 1999
}
@INPROCEEDINGS{Viswanathan:99b,
AUTHOR = {Viswanathan, M. and Wallace, C.S. and Dowe, D.L.
and Korb, K.B.},
TITLE = {Finding Cutpoints in Noisy Binary Sequences - A Revised
Empirical Evaluation},
BOOKTITLE = {Proc. 12th Australian Joint Conf. on Artif.
Intelligence, Lecture Notes in Artificial Intelligence (LNAI)},
PLACE = {Sydney, Australia},
PUBLISHER = {???},
PAGES = {405--416},
YEAR = 1999
}
@ARTICLE{Wallace:68,
AUTHOR = {Wallace, C.~S. and Boulton, D.~M.},
TITLE = {An Information Measure for Classification},
JOURNAL = {Computer Journal},
VOLUME = 11,
PAGES = {185-194},
YEAR = 1968
}
@ARTICLE{Wallace:75,
AUTHOR = {Wallace, C.~S. and Boulton, D.~M.},
TITLE = {An invariant {B}ayes method for point estimation},
JOURNAL = {Classification Society Bulletin},
YEAR = 1975,
VOLUME = 3,
NUMBER = 3,
PAGES = {11-34}
}
@TECHREPORT{Wallace:84,
AUTHOR = {Wallace, C.S.},
TITLE = {Estimation and Inference by Compact Coding},
MONTH = {August},
YEAR = 1984,
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
TYPE = {Technical Report {TR} 46}
}
@INPROCEEDINGS{Wallace:86,
AUTHOR = {Wallace, C.S.},
TITLE = {An Improved Program for Classification},
YEAR = 1986,
BOOKTITLE = {Proceedings of the Nineteenth Australian Computer Science
Conference (ACSC-9)},
VOLUME = 8,
PAGES = {357--366},
ADDRESS = {Monash University, Australia}
}
@ARTICLE{wallace_f87,
AUTHOR = {Wallace, C.~S. and Freeman, P.~R.},
TITLE = {Estimation and inference by compact coding},
JOURNAL = {J. Royal Statistical Society B},
YEAR = 1987,
VOLUME = 49,
PAGES = {240--252}
}
@INPROCEEDINGS{Wallace:96,
AUTHOR = {Wallace, C.S.},
TITLE = {False {O}racles and {SMML} {E}stimators},
YEAR = 1996,
BOOKTITLE = {Proc. Information, Statistics and Induction in Science conference (ISIS'96)},
PAGES = {304--316},
PUBLISHER = {World Scientific},
ADDRESS = {Singapore},
NOTE = {Was Tech Rept TR 89/128, Monash University, Australia, 1989}
}
@INPROCEEDINGS{Wallace:96a,
AUTHOR = {C.S. Wallace},
TITLE = {False {O}racles and {SMML} {E}stimators},
BOOKTITLE = {Proceedings of the Information, Statistics and Induction
in Science (ISIS) Conference},
EDITOR = {Dowe, D.L. and Korb, K.B. and Oliver, J.J.},
ADDRESS = {Melbourne, Australia},
PUBLISHER = {World Scientific},
PAGES = {304--316},
MONTH = {August},
YEAR = {1996},
NOTE = {Was Tech Rept 89/128, Dept. Comp. Sci., Monash Univ., Australia, June 1989}
}
@INCOLLECTION{Wallace:90,
AUTHOR = {Wallace, C.S.},
EDITOR = {Goos, G. and Hartmanis, J.},
TITLE = {Classification by {M}inimum {M}essage {L}ength Inference},
BOOKTITLE = {Advances in Computing and Information -- ICCI '90},
YEAR = 1990,
PUBLISHER = {Springer-Verlag},
ADDRESS = {Berlin},
PAGES = {72-81}
}
@ARTICLE{Wallace:92,
AUTHOR = {Wallace, C.~S. and Freeman, P.~R.},
TITLE = {Single Factor Analysis by {MML} Estimation},
JOURNAL = {Journal of the Royal Statistical Society (Series B)},
VOLUME = 54,
PAGES = {195-209},
YEAR = 1992
}
@BOOK{Wallace:05,
AUTHOR = {C.~S. Wallace},
TITLE = {Statistical and Inductive Inference by {M}inimum {M}essage
{L}ength},
PUBLISHER = {Springer},
ADDRESS = {Berlin, Germany},
PAGES = {xvi + 418},
YEAR = 2005
}
@ARTICLE{Wallace:93,
AUTHOR = {Wallace, C.S. and Patrick, J.D.},
TITLE = {Coding Decision Trees},
JOURNAL = {Machine Learning},
VOLUME = 11,
PAGES = {7-22},
YEAR = 1993
}
@TECHREPORT{WaDo:93,
AUTHOR = {Wallace, C.~S. and Dowe, D.~L.},
TITLE = {{MML} Estimation of the von {M}ises Concentration
Parameter},
YEAR = 1993,
INSTITUTION = {Dept. of Comp. Sci., Monash Univ., Clayton 3168, Australia},
TYPE = {Tech {R}ept {TR} 93/193},
NOTE = {prov. accepted, Aust. and N.Z. J. Stat.}
}
@INPROCEEDINGS{Wallace.Von.Mises:94,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {Estimation of the von {M}ises Concentration
Parameter using {M}inimum {M}essage {L}ength},
YEAR = 1994,
BOOKTITLE = {Proc. 12th Australian Statistical Soc.
Conf.},
ADDRESS = {Monash University, Australia}
}
@INCOLLECTION{Wallace.Dowe.AI:94,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
EDITOR = {Zhang, C. and et al.},
TITLE = {Intrinsic Classification by {MML} -- the {S}nob Program},
YEAR = 1994,
BOOKTITLE = {Proc. 7th Australian Joint Conf. on Artif. Intelligence},
PUBLISHER = {World Scientific},
ADDRESS = {Singapore},
PAGES = {37-44},
NOTE = {See http://www.csse.monash.edu.au/\raisebox{-0.6ex}{\~{}}dld/Snob.html}
}
@TECHREPORT{Wallace:95,
AUTHOR = {Wallace, C.~S.},
TITLE = {Multiple Factor Analysis by {MML} Estimation},
YEAR = 1995,
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
TYPE = {Technical {R}eport 95/218}
}
@ARTICLE{Wallace:98,
AUTHOR = {Wallace, C.S.},
TITLE = {Intrinsic {C}lassification of {S}patially-{C}orrelated {D}ata},
JOURNAL = {Computer Journal},
VOLUME = 41,
NUMBER = 8,
PAGES = {602-611},
YEAR = 1998
}
@TECHREPORT{Wallace.Causal:96,
AUTHOR = {Wallace, C.S. and Korb, K.B. and Dai, H.},
TITLE = {Causal Discovery via MML},
YEAR = 1996,
INSTITUTION = {Dept. of Computer Science, Monash University,
Clayton, Victoria 3168, Australia},
TYPE = {Technical Report 254}
}
@INPROCEEDINGS{Wallace.Dowe:96,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {{M}{M}{L} mixture modelling of {M}ulti-state, {P}oisson,
von {M}ises circular and {G}aussian distributions},
YEAR = 1996,
BOOKTITLE = {Proc. Sydney International Statistical Congress (SISC-96)},
ADDRESS = {Sydney, Australia},
PAGES = {197}
}
@INPROCEEDINGS{Wallace.Dowe:97a,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {{M}{M}{L} mixture modelling of {M}ulti-state, {P}oisson,
von {M}ises circular and {G}aussian distributions},
BOOKTITLE = {Proc. Computing Science and Statistics - 28th Symposium on
the interface},
YEAR = {1997},
VOLUME = {28},
PAGES = {608-613},
PLACE = {Sydney, Australia}
}
@INPROCEEDINGS{Wallace.Dowe:97c,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {{M}{M}{L} mixture modelling of {M}ulti-state, {P}oisson, von {M}ises circular and {G}aussian distributions},
BOOKTITLE = {Proc. 6th Int. Workshop on Artif. Intelligence and Statistics},
YEAR = {1997},
PAGES = {529-536},
PLACE = {Ft. Lauderdale, Florida, U.S.A.}
}
@ARTICLE{Wallace.Dowe:99a,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {Minimum {M}essage {L}ength and {K}olmogorov {C}omplexity},
JOURNAL = {Computer {J}ournal},
VOLUME = 42,
NUMBER = 4,
PAGES = {270-283},
EDITOR = {Gammerman, A. and Vovk, V.},
NOTE = {Special issue on {K}olmogorov {C}omplexity},
YEAR = 1999
}
@ARTICLE{Wallace.Dowe:99b,
AUTHOR = {Wallace, C.~S. and Dowe, D.~L.},
TITLE = {Refinements of {MDL} and {MML} coding},
JOURNAL = {Computer {J}ournal},
VOLUME = 42,
NUMBER = 4,
PAGES = {330-337},
EDITOR = {Gammerman, A. and Vovk, V.},
NOTE = {Special issue on {K}olmogorov {C}omplexity},
YEAR = 1999
}
@ARTICLE{Wallace.Dowe:99c,
AUTHOR = {Wallace, C.S. and Dowe, D.L.},
TITLE = {Rejoinder},
JOURNAL = {Computer {J}ournal},
VOLUME = 42,
NUMBER = 4,
PAGES = {345-347},
EDITOR = {Gammerman, A. and Vovk, V.},
NOTE = {Special issue on {K}olmogorov {C}omplexity},
YEAR = 1999
}
@ARTICLE{Wallace.Farr:02,
AUTHOR = {Farr, G. ~E. and Wallace, C. ~S.},
TITLE = {The complexity of {S}trict {M}inimum {M}essage
{L}ength inference},
JOURNAL = {The Computer Journal},
VOLUME = 45,
NUMBER = 3,
YEAR = 2002,
PAGES = {285--292}
}
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