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BibTeX records: Andrew Skabar
@inproceedings{DBLP:conf/ijcnn/Skabar19, author = {Andrew Skabar}, title = {Restricted Boltzmann Machines: an Eigencentrality-based Approach}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8852267}, doi = {10.1109/IJCNN.2019.8852267}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/Skabar19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-07006, author = {Andrew Skabar}, title = {Using Eigencentrality to Estimate Joint, Conditional and Marginal Probabilities from Mixed-Variable Data: Method and Applications}, journal = {CoRR}, volume = {abs/1809.07006}, year = {2018}, url = {http://arxiv.org/abs/1809.07006}, eprinttype = {arXiv}, eprint = {1809.07006}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-07006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/Skabar17, author = {Andrew Skabar}, editor = {Petros Koumoutsakos and Michael Lees and Valeria V. Krzhizhanovskaya and Jack J. Dongarra and Peter M. A. Sloot}, title = {Clustering Mixed-Attribute Data using Random Walk}, booktitle = {International Conference on Computational Science, {ICCS} 2017, 12-14 June 2017, Zurich, Switzerland}, series = {Procedia Computer Science}, volume = {108}, pages = {988--997}, publisher = {Elsevier}, year = {2017}, url = {https://doi.org/10.1016/j.procs.2017.05.083}, doi = {10.1016/J.PROCS.2017.05.083}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccS/Skabar17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/Skabar16, author = {Andrew Skabar}, title = {Random vector generation from mixed-attribute datasets using random walk}, booktitle = {Winter Simulation Conference, {WSC} 2016, Washington, DC, USA, December 11-14, 2016}, pages = {1096--1107}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/WSC.2016.7822168}, doi = {10.1109/WSC.2016.7822168}, timestamp = {Thu, 10 Jun 2021 22:21:51 +0200}, biburl = {https://dblp.org/rec/conf/wsc/Skabar16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/CulhaS15, author = {Alphan Culha and Andrew Skabar}, editor = {Bernhard Pfahringer and Jochen Renz}, title = {Graph-Based Collaborative Filtering Using Rating Nodes: {A} Solution to the High Ratings/Low Ratings Problem}, booktitle = {{AI} 2015: Advances in Artificial Intelligence - 28th Australasian Joint Conference, Canberra, ACT, Australia, November 30 - December 4, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9457}, pages = {136--148}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-26350-2\_12}, doi = {10.1007/978-3-319-26350-2\_12}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/CulhaS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/SkabarA13, author = {Andrew Skabar and Khaled Abdalgader}, title = {Clustering Sentence-Level Text Using a Novel Fuzzy Relational Clustering Algorithm}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {25}, number = {1}, pages = {62--75}, year = {2013}, url = {https://doi.org/10.1109/TKDE.2011.205}, doi = {10.1109/TKDE.2011.205}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/SkabarA13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tslp/AbdalgaderS12, author = {Khaled Abdalgader and Andrew Skabar}, title = {Unsupervised similarity-based word sense disambiguation using context vectors and sentential word importance}, journal = {{ACM} Trans. Speech Lang. Process.}, volume = {9}, number = {1}, pages = {2:1--2:21}, year = {2012}, url = {https://doi.org/10.1145/2168748.2168750}, doi = {10.1145/2168748.2168750}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tslp/AbdalgaderS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ajiips/Skabar10, author = {Andrew Skabar}, title = {Supervised Similarity-Based Classification using a Generative Graph-Based Model}, journal = {Aust. J. Intell. Inf. Process. Syst.}, volume = {12}, number = {3}, year = {2010}, url = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1221}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ajiips/Skabar10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/AbdalgaderS10, author = {Khaled Abdalgader and Andrew Skabar}, editor = {Jiuyong Li}, title = {Short-Text Similarity Measurement Using Word Sense Disambiguation and Synonym Expansion}, booktitle = {{AI} 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6464}, pages = {435--444}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17432-2\_44}, doi = {10.1007/978-3-642-17432-2\_44}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausai/AbdalgaderS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/SkabarA10, author = {Andrew Skabar and Khaled Abdalgader}, editor = {Jiuyong Li}, title = {Improving Sentence Similarity Measurement by Incorporating Sentential Word Importance}, booktitle = {{AI} 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6464}, pages = {466--475}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-17432-2\_47}, doi = {10.1007/978-3-642-17432-2\_47}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausai/SkabarA10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SkabarM10, author = {Andrew Skabar and Shahmeer Memon}, title = {Density estimation-based document categorization using von Mises-Fisher kernels}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona, Spain, 18-23 July, 2010}, pages = {1--8}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/IJCNN.2010.5596595}, doi = {10.1109/IJCNN.2010.5596595}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/SkabarM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acal/NguyenS09, author = {Binh Nguyen and Andrew Skabar}, editor = {Kevin B. Korb and Marcus Randall and Tim Hendtlass}, title = {Evolutionary Intelligence and Communication in Societies of Virtually Embodied Agents}, booktitle = {Artificial Life: Borrowing from Biology, 4th Australian Conference, {ACAL} 2009, Melbourne, Australia, December 1-4, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5865}, pages = {73--85}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-10427-5\_8}, doi = {10.1007/978-3-642-10427-5\_8}, timestamp = {Fri, 27 Dec 2019 21:20:05 +0100}, biburl = {https://dblp.org/rec/conf/acal/NguyenS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/Skabar09, author = {Andrew Skabar}, editor = {Gabrielle Allen and Jaroslaw Nabrzyski and Edward Seidel and G. Dick van Albada and Jack J. Dongarra and Peter M. A. Sloot}, title = {Lag-Dependent Regularization for MLPs Applied to Financial Time Series Forecasting Tasks}, booktitle = {Computational Science - {ICCS} 2009, 9th International Conference, Baton Rouge, LA, USA, May 25-27, 2009, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5545}, pages = {515--523}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-01973-9\_58}, doi = {10.1007/978-3-642-01973-9\_58}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/iccS/Skabar09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/Skabar08, author = {Andrew Skabar}, editor = {Marian Bubak and G. Dick van Albada and Jack J. Dongarra and Peter M. A. Sloot}, title = {A Kernel-Based Technique for Direction-of-Change Financial Time Series Forecasting}, booktitle = {Computational Science - {ICCS} 2008, 8th International Conference, Krak{\'{o}}w, Poland, June 23-25, 2008, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5102}, pages = {441--449}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-69387-1\_50}, doi = {10.1007/978-3-540-69387-1\_50}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/iccS/Skabar08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wce/Skabar08, author = {Andrew Skabar}, editor = {Sio Iong Ao and Leonid Gelman}, title = {Direction-of-Change Financial Time Series Forecasting Using Neural Networks: {A} Bayesian Approach}, booktitle = {Advances in Electrical Engineering and Computational Science, [revised and extended papers from the World Congress on Engineering, {WCE} 2008, London, UK, July 2-4, 2008]}, series = {Lecture Notes in Electrical Engineering}, volume = {39}, pages = {515--524}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-90-481-2311-7\_44}, doi = {10.1007/978-90-481-2311-7\_44}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wce/Skabar08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ACISicis/SkabarJ07, author = {Andrew Skabar and Narendra Juneja}, title = {A Kernel-Based Method for Semi-Supervised Learning}, booktitle = {6th Annual {IEEE/ACIS} International Conference on Computer and Information Science {(ICIS} 2007), 11-13 July 2007, Melbourne, Australia}, pages = {112--117}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICIS.2007.26}, doi = {10.1109/ICIS.2007.26}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ACISicis/SkabarJ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/SkabarWW06, author = {Andrew Skabar and Dennis Wollersheim and Tim Whitfort}, title = {Multi-label Classification of Gene Function using MLPs}, booktitle = {Proceedings of the International Joint Conference on Neural Networks, {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence, {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006}, pages = {2234--2240}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IJCNN.2006.247019}, doi = {10.1109/IJCNN.2006.247019}, timestamp = {Tue, 10 Aug 2021 14:29:47 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/SkabarWW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/Skabar05, author = {Andrew Skabar}, editor = {Shichao Zhang and Ray Jarvis}, title = {Application of Bayesian Techniques for MLPs to Financial Time Series Forecasting}, booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3809}, pages = {888--891}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11589990\_103}, doi = {10.1007/11589990\_103}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/Skabar05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/Skabar05, author = {Andrew Skabar}, editor = {Wlodzislaw Duch and Janusz Kacprzyk and Erkki Oja and Slawomir Zadrozny}, title = {Application of Bayesian {MLP} Techniques to Predicting Mineralization Potential from Geoscientific Data}, booktitle = {Artificial Neural Networks: Formal Models and Their Applications - {ICANN} 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3697}, pages = {963--968}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11550907\_152}, doi = {10.1007/11550907\_152}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/Skabar05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kes/Skabar05, author = {Andrew Skabar}, editor = {Rajiv Khosla and Robert J. Howlett and Lakhmi C. Jain}, title = {Automatic {MLP} Weight Regularization on Mineralization Prediction Tasks}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, {KES} 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {3683}, pages = {595--601}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11553939\_85}, doi = {10.1007/11553939\_85}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/kes/Skabar05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icai/Skabar04, author = {Andrew Skabar}, editor = {Hamid R. Arabnia and Youngsong Mun}, title = {An Objective Function Based on Bayesian Likelihoods of Necessity and Sufficiency For Concept Learning in the Absence of Labeled Counter-Examples}, booktitle = {Proceedings of the International Conference on Artificial Intelligence, {IC-AI} '04, Volume 2 {\&} Proceedings of the International Conference on Machine Learning; Models, Technologies {\&} Applications, {MLMTA} '04, June 21-24, 2004, Las Vegas, Nevada, {USA}}, pages = {634--640}, publisher = {{CSREA} Press}, year = {2004}, timestamp = {Fri, 19 Nov 2004 15:01:48 +0100}, biburl = {https://dblp.org/rec/conf/icai/Skabar04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icai/Skabar04a, author = {Andrew Skabar}, editor = {Hamid R. Arabnia and Youngsong Mun}, title = {Comparison of {MLP} and Bayesian Approaches on Mineral Prospectivity Mapping Tasks}, booktitle = {Proceedings of the International Conference on Artificial Intelligence, {IC-AI} '04, Volume 2 {\&} Proceedings of the International Conference on Machine Learning; Models, Technologies {\&} Applications, {MLMTA} '04, June 21-24, 2004, Las Vegas, Nevada, {USA}}, pages = {946--952}, publisher = {{CSREA} Press}, year = {2004}, timestamp = {Fri, 19 Nov 2004 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icai/Skabar04a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/Skabar03, author = {Andrew Skabar}, editor = {Tam{\'{a}}s D. Gedeon and Lance Chun Che Fung}, title = {Predicting the Distribution of Discrete Spatial Events Using Artificial Neural Networks}, booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference on Artificial Intelligence, Perth, Australia, December 3-5, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2903}, pages = {567--577}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24581-0\_48}, doi = {10.1007/978-3-540-24581-0\_48}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ausai/Skabar03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ausai/Skabar03a, author = {Andrew Skabar}, editor = {Tam{\'{a}}s D. Gedeon and Lance Chun Che Fung}, title = {Single-Class Classification Augmented with Unlabeled Data: {A} Symbolic Approach}, booktitle = {{AI} 2003: Advances in Artificial Intelligence, 16th Australian Conference on Artificial Intelligence, Perth, Australia, December 3-5, 2003, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2903}, pages = {735--746}, publisher = {Springer}, year = {2003}, url = {https://doi.org/10.1007/978-3-540-24581-0\_63}, doi = {10.1007/978-3-540-24581-0\_63}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ausai/Skabar03a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/his/Skabar03, author = {Andrew Skabar}, editor = {Ajith Abraham and Mario K{\"{o}}ppen and Katrin Franke}, title = {A GA-based Neural Network Weight Optimization Technique for Semi-Supervised Classifier Learning}, booktitle = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {105}, pages = {139--146}, publisher = {{IOS} Press}, year = {2003}, timestamp = {Wed, 18 Feb 2004 16:14:23 +0100}, biburl = {https://dblp.org/rec/conf/his/Skabar03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acsc/SkabarC02, author = {Andrew Skabar and Ian Cloete}, editor = {Michael J. Oudshoorn}, title = {Neural Networks and Financial Trading and the Efficient Markets Hypothesis}, booktitle = {Computer Science 2002, Twenty-Fifth Australasian Computer Science Conference (ACSC2002), Monash University, Melbourne, Victoria, Australia, January/February 2002}, series = {{CRPIT}}, volume = {4}, pages = {241--249}, publisher = {Australian Computer Society}, year = {2002}, url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV4Skabar.html}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acsc/SkabarC02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ki/Skabar02, author = {Andrew Skabar}, editor = {Matthias Jarke and Jana Koehler and Gerhard Lakemeyer}, title = {Augmenting Supervised Neural Classifier Training Using a Corpus of Unlabeled Data}, booktitle = {{KI} 2002: Advances in Artificial Intelligence, 25th Annual German Conference on AI, {KI} 2002, Aachen, Germany, September 16-20, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2479}, pages = {174--185}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45751-8\_12}, doi = {10.1007/3-540-45751-8\_12}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ki/Skabar02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acsc/SkabarBPM00, author = {Andrew Skabar and Kousick Biswas and Binh Pham and Anthony J. Maeder}, title = {Inductive Concept Learning in the Absence of Labeled Counter-Examples}, booktitle = {23rd Australasian Computer Science Conference {(ACSC} 2000), 31 January - 3 February 2000, Canberra, Australia}, pages = {220--226}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/ACSC.2000.824407}, doi = {10.1109/ACSC.2000.824407}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acsc/SkabarBPM00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pricai/SkabarMP00, author = {Andrew Skabar and Anthony J. Maeder and Binh Pham}, editor = {Riichiro Mizoguchi and John K. Slaney}, title = {A Classifier Fitness Measure Based on Bayesian Likelihoods: An Approach to the Problem of Learning from Positives Only}, booktitle = {{PRICAI} 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28 - September 1, 2000, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1886}, pages = {177--187}, publisher = {Springer}, year = {2000}, url = {https://doi.org/10.1007/3-540-44533-1\_21}, doi = {10.1007/3-540-44533-1\_21}, timestamp = {Sat, 07 Sep 2019 11:59:26 +0200}, biburl = {https://dblp.org/rec/conf/pricai/SkabarMP00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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