@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" }