@inproceedings{CRPITV121P3, Author = { Clifton, C.W. }, Title = { Privacy - Preserving Data Mining at 10: Whats Next? }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 3 }, URL = { http://crpit.com/confpapers/CRPITV121Clifton.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P5, Author = { Abbass, H. }, Title = { Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 5 }, URL = { http://crpit.com/confpapers/CRPITV121Abbass.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P7, Author = { Mammadov, M. }, Title = { Drug–drug interactions: A Data Mining Approach }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 7 }, URL = { http://crpit.com/confpapers/CRPITV121Mammadov.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P11-22, Author = { Van, A., Gay, V. C., Kennedy, P. J., Barin, E. and Leijdekkers, P. }, Title = { Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 11-22 }, URL = { http://crpit.com/confpapers/CRPITV121Van.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P23-30, Author = { Shouman, M., Turner, T. and Stocker, R. }, Title = { Using Decision Tree for Diagnosing Heart Disease Patients }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 23-30 }, URL = { http://crpit.com/confpapers/CRPITV121Shouman.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P31-40, Author = { Liang, Guohua and Zhang, Chengqi }, Title = { Empirical Study of Bagging Predictors on Medical Data }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 31-40 }, URL = { http://crpit.com/confpapers/CRPITV121Liang.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P41-50, Author = { Rahman, Md. G. and Islam, Md. Z. }, Title = { A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 41-50 }, URL = { http://crpit.com/confpapers/CRPITV121Rahman.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P51-62, Author = { Bagirov, A., Yatsko, A., Stranieri, A. and Jelinek, H. }, Title = { Feature Selection using Misclassification Counts }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 51-62 }, URL = { http://crpit.com/confpapers/CRPITV121Bagirov.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P63-68, Author = { Taheri, S., Mammadov, M. and Bagirov, A. M. }, Title = { Improving Naive Bayes Classifier Using Conditional Probabilities }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 63-68 }, URL = { http://crpit.com/confpapers/CRPITV121Taheri.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P69-78, Author = { Goyal, P. and Mehala, N. }, Title = { Concept Based Query Recommendation }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 69-78 }, URL = { http://crpit.com/confpapers/CRPITV121Goyal.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P79-90, Author = { Petersen, H. and Poon, J. }, Title = { Enhancing Short Text Clustering with Small External Repositories }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 79-90 }, URL = { http://crpit.com/confpapers/CRPITV121Petersen.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P91-102, Author = { Robertson, C.S. }, Title = { Reassembling Multilingual Temporal News Datasets with Incomplete Information }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 91-102 }, URL = { http://crpit.com/confpapers/CRPITV121Robertson.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P103-110, Author = { Tang, M., Sumudu, B., Mendis, U., Murray, D. W., Hu, Y and Sutinen, A. }, Title = { Unsupervised Fraud Detection in Medicare Australia }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 103-110 }, URL = { http://crpit.com/confpapers/CRPITV121Tang.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P111-118, Author = { Hu, Y., Murray, D. W., Shan, Y., Sutinen, A., Sumudu, B., Mendis, U. and Tang, M. }, Title = { Prescriber-Consumer Social Network Analysis for Risk Level Re-estimation based on an Asymmetrical Rating Exchange Model }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 111-118 }, URL = { http://crpit.com/confpapers/CRPITV121Hu.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P119-124, Author = { Li, F., Lei, J., Tian Y., Punyapatthanakul, S. and Wang Y. J. }, Title = { Model Selection Strategy for Customer Attrition Risk Prediction in Retail Banking }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 119-124 }, URL = { http://crpit.com/confpapers/CRPITV121Li.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P125-136, Author = { Vatsalan, D., Christen, P. and Verykios, V. S. }, Title = { An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 125-136 }, URL = { http://crpit.com/confpapers/CRPITV121Vatsalan.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P137-152, Author = { Li , R., de Vries, D. and Roddick, J. }, Title = { Bands of Privacy Preserving Objectives: Classification of PPDM Strategies }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 137-152 }, URL = { http://crpit.com/confpapers/CRPITV121Li .pdf }, Year = { 2011 } } @inproceedings{CRPITV121P153-162, Author = { Fu, Z., Christen, P. and Boot, M. }, Title = { A Supervised Learning and Group Linking Method for Historical Census Household Linkage }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 153-162 }, URL = { http://crpit.com/confpapers/CRPITV121Fu.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P163-170, Author = { Burrows, S., Stein, B., Frochte, J., Wiesner, D. and Mueller, K. }, Title = { Simulation Data Mining for Supporting Bridge Design }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 163-170 }, URL = { http://crpit.com/confpapers/CRPITV121Burrows.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P171-182, Author = { Alazab, M., Venkatraman, S., Watters, P. and Alazab, M. }, Title = { Zero-day Malware Detection based on Supervised Learning Algorithms of API call Signatures }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 171-182 }, URL = { http://crpit.com/confpapers/CRPITV121Alazab.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P183-194, Author = { Khan, M.A., Islam, Md. Z. and Hafeez, M. }, Title = { Irrigation Water Demand Forecasting – A Data Pre-Processing and Data Mining Approach based on Spatio-Temporal Data }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 183-194 }, URL = { http://crpit.com/confpapers/CRPITV121Khan.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P195-204, Author = { Islam, Md. Z. and Giggins, H. }, Title = { Knowledge Discovery through SysFor - a Systematically Developed Forest of Multiple Decision Trees }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 195-204 }, URL = { http://crpit.com/confpapers/CRPITV121Islam.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P205-210, Author = { Yearwood, J., Bagirov, A. and Seifollahi, S. }, Title = { A novel hybrid neural learning algorithm using simulated annealing and quasisecant method }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 205-210 }, URL = { http://crpit.com/confpapers/CRPITV121Yearwood.pdf }, Year = { 2011 } } @inproceedings{CRPITV121P211-220, Author = { Rahman , Md. A. and Islam, Md. Z. }, Title = { Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 211-220 }, URL = { http://crpit.com/confpapers/CRPITV121Rahman .pdf }, Year = { 2011 } } @inproceedings{CRPITV121P221-228, Author = { Srichandan, B. and Sunderraman, R. }, Title = { OO-FSG: An Object-Oriented Approach to Mine Frequent Subgraphs }, BookTitle = { Australasian Data Mining Conference (AusDM 11) }, Editor = { Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. }, Series= {CRPIT}, Address= { Ballarat, Australia }, Publisher = {ACS}, Volume = { 121 }, Pages = { 221-228 }, URL = { http://crpit.com/confpapers/CRPITV121Srichandan.pdf }, Year = { 2011 } }