@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, C.S. Wallace, and C.N. Yee},
title = {Finite-state models in the alignment of macromolecules},
journal = {Journal of Molecular Evolutio},
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.}
}
@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{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",
note = "http://dx.doi.org./10.1007/3-540-61863-5_48"
}
@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., 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",
}
% isbn = "1-55860-614-9" for the above title.
@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{WallaceBoulton:1968,
author = {Chris S. Wallace and David M. Boulton},
title = {A information measure for classification},
journal = {Computer Journal},
year = 1968,
volume = 11,
number = 2,
pages = {185--194},
note = "URL: http://www3.oup.co.uk/computer_journal/hdb/Volume_11/Issue_02/110185.sgm.abs.html"
}
@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
}
%S series (%%% undecided yet)
%P xvi + 418
@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:1999a_kolmogorov,
author = {Chris S. Wallace and David L. Dowe},
title = {{M}inimum {M}essage {L}ength and {K}olmogorov {C}omplexity},
journal = {C}omputer {J}ournal,
editor = "Gammerman, A. and Vovk, V.",
year = 1999,
volume = 42,
number = 4,
pages = {270--283},
note = "{Special issue on {K}olmogorov {C}omplexity.
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/}
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/270}}"
% ennote = "This paper is the most downloaded "full text as .pdf" paper
% in the history of the Computer Journal, over 22% ahead of its
% nearest rival - see, e.g., Editorial, vol. 48, no. 4 (2005),
% p381 (http://comjnl.oxfordjournals.org/cgi/reprint/48/4/381)."
}
@article{Wallace.Dowe:1999b,
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.",
year = 1999,
note = "{Special issue on {K}olmogorov {C}omplexity".
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/}
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/330}}"
}
@article{Wallace.Dowe:1999c,
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.",
year = 1999,
note = "{Special issue on {K}olmogorov {C}omplexity".
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/}
\url{http://comjnl.oxfordjournals.org/cgi/reprint/42/4/345}}"
}
@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 = {Statistics and Computing},
year = 2000,
volume = 10,
number = 1,
pages = {73--83},
month = {January},
publisher = {Kluwer Academic Publishers},
editor = {D. J. Hand},
note = "http://www.wkap.nl/issuetoc.htm/0960-3174+10+1+2000
http://www.wkap.nl/sampletoc.htm?0960-3174+10+1+2000
http://www.wkap.nl/jrnlsample.htm?0960-3174
http://www.wkap.nl/sample.pdf?251190"
annote = {Includes comparison of Snob and AutoClass.}
% note = {Special issue},
}
@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"
}