{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,10]],"date-time":"2025-07-10T12:10:02Z","timestamp":1752149402038,"version":"3.41.2"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2002,10,1]],"date-time":"2002-10-01T00:00:00Z","timestamp":1033430400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2002,10,1]],"date-time":"2002-10-01T00:00:00Z","timestamp":1033430400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Machine Learning"],"published-print":{"date-parts":[[2002,10]]},"DOI":"10.1023\/a:1014112506867","type":"journal-article","created":{"date-parts":[[2002,12,28]],"date-time":"2002-12-28T14:45:40Z","timestamp":1041086740000},"page":"39-58","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A Simple Method for Generating Additive Clustering Models with Limited Complexity"],"prefix":"10.1007","volume":"49","author":[{"given":"Michael D.","family":"Lee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"394120_CR1","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/TAC.1974.1100705","volume":"19","author":"H. Akaike","year":"1974","unstructured":"Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, 716-723.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"2","key":"394120_CR2","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/BF02294077","volume":"45","author":"P. Arabie","year":"1980","unstructured":"Arabie, P., & Carroll, J. D. (1980). MAPCLUS: A mathematical programming approach to fitting the ADCLUS model. Psychometrika, 45:2, 211-235.","journal-title":"Psychometrika"},{"key":"394120_CR3","doi-asserted-by":"crossref","DOI":"10.4135\/9781412986359","volume-title":"Three-way scaling and clustering","author":"P. Arabie","year":"1987","unstructured":"Arabie, P., Carroll, J. D., & DeSarbo, W. S. (1987). Three-way scaling and clustering. Newbury Park, CA: Sage."},{"key":"394120_CR4","unstructured":"Arabie, P., & Shepard, R. N. (1973). Representation of similarities as combinations of discrete, overlapping properties. In Mathematical Psychological Meeting, Montr\u00e9al."},{"key":"394120_CR5","unstructured":"Baluja, S. (1994). Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning. Technical Report CMU-CS-94-163, Carnegie-Mellon University."},{"key":"394120_CR6","unstructured":"Baluja, S., & Davies, S. (1997). Using optimal dependency-trees for combinatorial optimization: Learning the structure of the search space. Technical Report CS-CMU-97-107, Carnegie-Mellon University."},{"key":"394120_CR7","first-page":"469","volume-title":"Proceedings of the Fifteenth National Conference on Artificial Intelligence","author":"S. Baluja","year":"1998","unstructured":"Baluja, S., & Davies, S. (1998). Fast probabilistic modeling for combinatorial optimization. In Proceedings of the Fifteenth National Conference on Artificial Intelligence (pp. 469-476). Madison, WI: AAAI Press\/MIT Press."},{"key":"394120_CR8","first-page":"3","volume-title":"Proceedings of the Fifteenth National Conference on Artificial Intelligence","author":"J. A. Boyan","year":"1998","unstructured":"Boyan, J. A., & Moore, A. W. (1998). Learning evaluation function for global optimization and boolean satisfiability. In Proceedings of the Fifteenth National Conference on Artificial Intelligence (pp. 3-10). Madison, WI: AAAI Press\/MIT Press."},{"key":"394120_CR9","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1016\/0022-2496(75)90028-0","volume":"12","author":"R. L. Breiger","year":"1975","unstructured":"Breiger, R. L., Boorman, S. A., & Arabie, P. (1975). An algorithm for clustering relational data with applications to social network analysis and comparison with multidimensional scaling. Journal of Mathematical Psychology, 12, 328-383.","journal-title":"Journal of Mathematical Psychology"},{"key":"394120_CR10","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1007\/BF01195676","volume":"11","author":"A. Chaturvedi","year":"1994","unstructured":"Chaturvedi, A., & Carroll, J. D. (1994).Analternating combinatorial optimization approach to fitting theINDCLUS and generalized INDCLUS models. Journal of Classification, 11, 155-170.","journal-title":"Journal of Classification"},{"key":"394120_CR11","volume-title":"Multidimensional scaling","author":"T. F. Cox","year":"1994","unstructured":"Cox, T. F., & Cox, M. A. A. (1994). Multidimensional scaling. London: Chapman and Hall."},{"key":"394120_CR12","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1080\/00223980.1954.9712953","volume":"38","author":"G. Ekman","year":"1954","unstructured":"Ekman, G. (1954). Dimensions of color vision. The Journal of Psychology, 38, 467-474.","journal-title":"The Journal of Psychology"},{"issue":"2","key":"394120_CR13","first-page":"325","volume":"8","author":"I. Gati","year":"1982","unstructured":"Gati, I., & Tversky, A. (1982). Representations of qualitative and quantitative dimensions. Journal of Experimental Psychology: Human Perception and Performance, 8:2, 325-340.","journal-title":"Journal of Experimental Psychology: Human Perception and Performance"},{"key":"394120_CR14","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1111\/j.2044-8317.1976.tb00711.x","volume":"29","author":"R. A. M. Gregson","year":"1976","unstructured":"Gregson, R. A. M. (1976). A comparative evaluation of seven similarity models. British Journal of Mathematical and Statistical Psychology, 29, 139-156.","journal-title":"British Journal of Mathematical and Statistical Psychology"},{"issue":"1","key":"394120_CR15","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1006\/jmps.1999.1280","volume":"44","author":"P. Gr\u00fcnwald","year":"2000","unstructured":"Gr\u00fcnwald, P. (2000). Model selection based on minimum description length. Journal of Mathematical Psychology, 44:1, 133-152.","journal-title":"Journal of Mathematical Psychology"},{"key":"394120_CR16","volume-title":"Introduction to the theory of neural computing","author":"J. Hertz","year":"1991","unstructured":"Hertz, J., Krogh, A., & Palmer, R. G. (1991). Introduction to the theory of neural computing. Redwood City, CA: Addison-Wesley."},{"issue":"4","key":"394120_CR17","doi-asserted-by":"crossref","first-page":"191","DOI":"10.4992\/psycholres1954.25.191","volume":"25","author":"H. Hojo","year":"1982","unstructured":"Hojo, H. (1982).Amaximumlikelihood method for additive clustering and its applications. Japanese Psychological Research, 25:4, 191-201.","journal-title":"Japanese Psychological Research"},{"issue":"1","key":"394120_CR18","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1037\/0096-3445.113.1.55","volume":"113","author":"E. J. Johnson","year":"1984","unstructured":"Johnson, E. J., & Tversky, A. (1984). Representations of perceptions of risks. Journal of Experimental Psychology: General, 113:1, 55-70.","journal-title":"Journal of Experimental Psychology: General"},{"issue":"430","key":"394120_CR19","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1080\/01621459.1995.10476572","volume":"90","author":"R. E. Kass","year":"1995","unstructured":"Kass, R. E., & Raftery, A. E. (1995). Bayes factors. Journal of the American Statistical Association, 90:430, 773-795.","journal-title":"Journal of the American Statistical Association"},{"key":"394120_CR20","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1080\/09540099308915683","volume":"5","author":"J. K. Kruschke","year":"1993","unstructured":"Kruschke, J. K. (1993). Human category learning: Implications for backpropagation models. Connection Science, 5, 3-36.","journal-title":"Connection Science"},{"key":"394120_CR21","volume-title":"Solving least squares problems","author":"C. L. Lawson","year":"1974","unstructured":"Lawson, C. L., & Hanson, R. J. (1974). Solving least squares problems. Englewood Cliffs, NJ: Prentice-Hall."},{"key":"394120_CR22","unstructured":"Lee, M. D. (1998). Active cognitive representation and learned categorical perception. In 25th Australasian Experimental Psychology Conference, Hobart."},{"key":"394120_CR23","unstructured":"Lee, M. D. (1999a). Algorithms for representing similarity data. Defence Science and Technology Organisation Research Report DSTO-RR-0152."},{"issue":"2","key":"394120_CR24","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s003579900056","volume":"16","author":"M. D. Lee","year":"1999","unstructured":"Lee, M. D. (1999b). An extraction and regularization approach to additive clustering. Journal of Classification, 16:2, 255-281.","journal-title":"Journal of Classification"},{"issue":"1","key":"394120_CR25","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1006\/jmps.1999.1300","volume":"45","author":"M. D. Lee","year":"2001","unstructured":"Lee, M. D. (2001a). Determining the dimensionality of multidimensional scaling representations for cognitive modeling. Journal of Mathematical Psychology, 45:1, 149-166.","journal-title":"Journal of Mathematical Psychology"},{"issue":"1","key":"394120_CR26","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1006\/jmps.1999.1299","volume":"45","author":"M. D. Lee","year":"2001","unstructured":"Lee, M. D. (2001b). On the complexity of additive clustering models. Journal of Mathematical Psychology, 45:1, 131-148.","journal-title":"Journal of Mathematical Psychology"},{"key":"394120_CR27","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1121\/1.1907526","volume":"27","author":"G. A. Miller","year":"1955","unstructured":"Miller, G. A., & Nicely, P. E. (1955). An analysis of perceptual confusions among some English consonants. Journal of the Acoustical Society of America, 27, 338-352.","journal-title":"Journal of the Acoustical Society of America"},{"key":"394120_CR28","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/BF01890073","volume":"4","author":"B. G. Mirkin","year":"1987","unstructured":"Mirkin, B. G. (1987). Additive clustering and qualitative factor analysis methods for similarity matrices. Journal of Classification, 4, 7-31.","journal-title":"Journal of Classification"},{"key":"394120_CR29","doi-asserted-by":"crossref","first-page":"11170","DOI":"10.1073\/pnas.170283897","volume":"97","author":"I. J. Myung","year":"2000","unstructured":"Myung, I. J., Balasubramanian, V., & Pitt, M. A. (2000). Counting probability distributions: Differential geometry and model selection. In Proceedings of the National Academy of Sciences, 97, 11170-11175.","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"1","key":"394120_CR30","doi-asserted-by":"crossref","first-page":"79","DOI":"10.3758\/BF03210778","volume":"4","author":"I. J. Myung","year":"1997","unstructured":"Myung, I. J., & Pitt, M. A. (1997). Applying Occam's razor in modeling cognition: A Bayesian approach. Psychonomic Bulletin & Review, 4:1, 79-95.","journal-title":"Psychonomic Bulletin & Review"},{"key":"394120_CR31","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1177\/0049124199027003005","volume":"27","author":"A. E. Raftery","year":"1999","unstructured":"Raftery, A. E. (1999). Bayes factors and BIC: Comment on Weakliem. Sociological Methods and Research, 27, 411-427.","journal-title":"Sociological Methods and Research"},{"key":"394120_CR32","volume-title":"Management and the worker","author":"F. J. Roethlisberger","year":"1939","unstructured":"Roethlisberger, F. J., & Dickson, W. J. (1939). Management and the worker. Cambridge, MA: Harvard University Press."},{"key":"394120_CR33","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1207\/s15327906mbr1004_7","volume":"10","author":"S. Rosenberg","year":"1975","unstructured":"Rosenberg, S., & Kim, M. P. (1975). The method of sorting as a data-generating procedure in multivariate research. Multivariate Behavioral Research, 10, 489-502.","journal-title":"Multivariate Behavioral Research"},{"issue":"2","key":"394120_CR34","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1214\/aos\/1176344136","volume":"6","author":"G. Schwarz","year":"1978","unstructured":"Schwarz, G. (1978). Estimating the dimension of a model. Annals of Statistics, 6:2, 461-464.","journal-title":"Annals of Statistics"},{"issue":"4","key":"394120_CR35","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1007\/BF02291665","volume":"39","author":"R. N. Shepard","year":"1974","unstructured":"Shepard, R. N. (1974). Representation of structure in similarity data: Problems and prospects. Psychometrika, 39:4, 373-422.","journal-title":"Psychometrika"},{"issue":"2","key":"394120_CR36","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1037\/0033-295X.86.2.87","volume":"86","author":"R. N. Shepard","year":"1979","unstructured":"Shepard, R. N., & Arabie, P. (1979). Additive clustering representations of similarities as combinations of discrete overlapping properties. Psychological Review, 86:2, 87-123.","journal-title":"Psychological Review"},{"key":"394120_CR37","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/0010-0285(75)90006-7","volume":"7","author":"R. N. Shepard","year":"1975","unstructured":"Shepard, R. N., Kilpatrick, D.W., & Cunningham, J. P. (1975). The internal representation of numbers. Cognitive Psychology, 7, 82-138.","journal-title":"Cognitive Psychology"},{"key":"394120_CR38","volume-title":"Advances in neural information processing systems (Vol. 2)","author":"J. B. Tenenbaum","year":"1996","unstructured":"Tenenbaum, J. B. (1996). Learning the structure of similarity. In D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Advances in neural information processing systems (Vol. 2). Cambridge, MA: MIT Press."},{"key":"394120_CR39","unstructured":"Woodruff, C. J. (1998). Establishing a psychophysics of texture. In 25th Australasian Experimental Psychology Conference, Hobart."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1014112506867.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1014112506867\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1014112506867.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,10]],"date-time":"2025-07-10T11:37:42Z","timestamp":1752147462000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1014112506867"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,10]]},"references-count":39,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2002,10]]}},"alternative-id":["394120"],"URL":"https:\/\/doi.org\/10.1023\/a:1014112506867","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"type":"print","value":"0885-6125"},{"type":"electronic","value":"1573-0565"}],"subject":[],"published":{"date-parts":[[2002,10]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}